diff --git a/demand_generator/__init__.py b/demand_generator/__init__.py deleted file mode 100644 index e6d5f4f49684d721c27aceba42f6d81f912e094b..0000000000000000000000000000000000000000 --- a/demand_generator/__init__.py +++ /dev/null @@ -1,2 +0,0 @@ -from .electrical_demand import * -from .thermal_demand import * diff --git a/demand_generator/bdew_data/selp_series.csv b/demand_generator/bdew_data/selp_series.csv deleted file mode 100644 index db923fbbd09c143ecd85dd0704007ae2ab385e77..0000000000000000000000000000000000000000 --- a/demand_generator/bdew_data/selp_series.csv +++ /dev/null @@ -1,2017 +0,0 @@ -,period,weekday,h0,g0,g1,g2,g3,g4,g5,g6,l0,l1,l2 -2007-01-01 00:00:00,summer,1,0.086360,0.071560,0.023560,0.060840,0.098520,0.074480,0.067360,0.057000,0.066160,0.057680,0.069680 -2007-01-01 00:15:00,summer,1,0.076960,0.068960,0.022040,0.052960,0.098960,0.073640,0.061160,0.052000,0.063160,0.056160,0.066560 -2007-01-01 00:30:00,summer,1,0.068840,0.066280,0.021520,0.046000,0.099360,0.072840,0.054600,0.048000,0.060520,0.054880,0.063920 -2007-01-01 00:45:00,summer,1,0.062440,0.063520,0.020800,0.040120,0.099200,0.072000,0.049360,0.045000,0.058360,0.053760,0.061840 -2007-01-01 01:00:00,summer,1,0.058040,0.060960,0.020480,0.035360,0.098080,0.071000,0.046720,0.043000,0.056680,0.052600,0.060160 -2007-01-01 01:15:00,summer,1,0.055280,0.058600,0.020440,0.031720,0.096440,0.070000,0.045960,0.042000,0.055400,0.051560,0.058880 -2007-01-01 01:30:00,summer,1,0.053600,0.056600,0.020600,0.029080,0.094800,0.069080,0.045880,0.041000,0.054440,0.050760,0.057840 -2007-01-01 01:45:00,summer,1,0.052440,0.055120,0.020800,0.027400,0.093760,0.068400,0.045320,0.040000,0.053720,0.050240,0.056880 -2007-01-01 02:00:00,summer,1,0.051360,0.054200,0.020920,0.026480,0.093640,0.068000,0.043920,0.040000,0.053160,0.050080,0.055960 -2007-01-01 02:15:00,summer,1,0.050240,0.053680,0.021000,0.026160,0.094120,0.067840,0.044280,0.039000,0.052680,0.050200,0.055080 -2007-01-01 02:30:00,summer,1,0.049240,0.053440,0.020960,0.026240,0.094760,0.067720,0.050000,0.038000,0.052280,0.050280,0.054280 -2007-01-01 02:45:00,summer,1,0.048280,0.053240,0.020800,0.026400,0.094960,0.067480,0.064480,0.038000,0.051880,0.050240,0.053600 -2007-01-01 03:00:00,summer,1,0.047440,0.053080,0.020600,0.026520,0.094400,0.067000,0.089640,0.038000,0.051440,0.049840,0.053080 -2007-01-01 03:15:00,summer,1,0.046840,0.053240,0.020400,0.026560,0.093360,0.066440,0.121040,0.038000,0.050960,0.049240,0.052640 -2007-01-01 03:30:00,summer,1,0.046560,0.054080,0.020440,0.026520,0.092200,0.065960,0.152640,0.038000,0.050480,0.048560,0.052320 -2007-01-01 03:45:00,summer,1,0.046600,0.056080,0.020800,0.026400,0.091320,0.065680,0.178320,0.038000,0.050000,0.047920,0.051920 -2007-01-01 04:00:00,summer,1,0.047120,0.059360,0.021560,0.026280,0.091040,0.065800,0.193680,0.038000,0.049600,0.047440,0.051520 -2007-01-01 04:15:00,summer,1,0.048000,0.063360,0.022400,0.026280,0.091080,0.066120,0.200560,0.037000,0.049360,0.047240,0.051280 -2007-01-01 04:30:00,summer,1,0.049240,0.067200,0.022920,0.026600,0.091120,0.066440,0.202360,0.037000,0.049480,0.047360,0.051320 -2007-01-01 04:45:00,summer,1,0.050760,0.070080,0.022680,0.027400,0.090720,0.066600,0.202520,0.037000,0.050000,0.047920,0.051920 -2007-01-01 05:00:00,summer,1,0.052640,0.071400,0.021600,0.028880,0.089760,0.066360,0.203760,0.038000,0.051160,0.048920,0.053240 -2007-01-01 05:15:00,summer,1,0.055640,0.071560,0.020680,0.031200,0.088960,0.065880,0.206040,0.039000,0.052920,0.050680,0.055200 -2007-01-01 05:30:00,summer,1,0.060520,0.071200,0.021240,0.034560,0.089160,0.065320,0.208560,0.040000,0.055320,0.053360,0.057800 -2007-01-01 05:45:00,summer,1,0.068240,0.071000,0.024600,0.039120,0.091320,0.064800,0.210560,0.040000,0.058360,0.057240,0.061000 -2007-01-01 06:00:00,summer,1,0.079200,0.071520,0.031920,0.044840,0.095880,0.064600,0.211480,0.041000,0.062160,0.062760,0.064800 -2007-01-01 06:15:00,summer,1,0.091960,0.073080,0.043840,0.050840,0.101640,0.065360,0.211520,0.041000,0.067440,0.071160,0.069400 -2007-01-01 06:30:00,summer,1,0.104760,0.075920,0.060760,0.056160,0.106920,0.067880,0.211080,0.042000,0.074840,0.084040,0.075200 -2007-01-01 06:45:00,summer,1,0.115680,0.080360,0.083200,0.059680,0.110080,0.072880,0.210560,0.043000,0.085200,0.102800,0.082440 -2007-01-01 07:00:00,summer,1,0.123440,0.086600,0.111280,0.060800,0.110080,0.080920,0.210280,0.045000,0.098920,0.128120,0.091320 -2007-01-01 07:15:00,summer,1,0.128560,0.095120,0.143720,0.060440,0.108400,0.091640,0.210280,0.048000,0.114960,0.156920,0.101600 -2007-01-01 07:30:00,summer,1,0.132000,0.106280,0.179040,0.059920,0.107080,0.104440,0.210400,0.053000,0.131840,0.185240,0.112800 -2007-01-01 07:45:00,summer,1,0.134840,0.120520,0.215600,0.060640,0.108240,0.118760,0.210560,0.058000,0.148200,0.209120,0.124480 -2007-01-01 08:00:00,summer,1,0.137800,0.137840,0.251680,0.063640,0.113280,0.133960,0.210760,0.064000,0.162640,0.225240,0.136160 -2007-01-01 08:15:00,summer,1,0.140720,0.156240,0.284720,0.068800,0.120840,0.148800,0.210760,0.070000,0.173880,0.232640,0.146720 -2007-01-01 08:30:00,summer,1,0.143200,0.173400,0.312080,0.075760,0.128880,0.162160,0.210400,0.075000,0.180600,0.230880,0.155040 -2007-01-01 08:45:00,summer,1,0.144840,0.186880,0.330960,0.084120,0.135480,0.172760,0.209560,0.080000,0.181560,0.219640,0.159920 -2007-01-01 09:00:00,summer,1,0.145320,0.194960,0.339720,0.093480,0.139080,0.179760,0.208040,0.083000,0.176080,0.199400,0.160600 -2007-01-01 09:15:00,summer,1,0.144880,0.198680,0.340880,0.103160,0.140320,0.183920,0.205760,0.085000,0.166120,0.174080,0.157840 -2007-01-01 09:30:00,summer,1,0.143760,0.199800,0.338000,0.112360,0.140360,0.186320,0.202600,0.088000,0.154120,0.148440,0.152840 -2007-01-01 09:45:00,summer,1,0.142320,0.199960,0.334720,0.120320,0.140320,0.188080,0.198480,0.091000,0.142640,0.127360,0.146720 -2007-01-01 10:00:00,summer,1,0.140800,0.200600,0.333760,0.126480,0.141080,0.190040,0.193400,0.097000,0.133800,0.114400,0.140760 -2007-01-01 10:15:00,summer,1,0.139480,0.201840,0.334640,0.131040,0.142440,0.192160,0.187800,0.103000,0.128160,0.108720,0.135960 -2007-01-01 10:30:00,summer,1,0.138520,0.203560,0.336040,0.134400,0.143960,0.194000,0.182280,0.112000,0.125800,0.108280,0.133440 -2007-01-01 10:45:00,summer,1,0.138160,0.205560,0.336640,0.136960,0.145160,0.195280,0.177320,0.121000,0.126920,0.111000,0.134360 -2007-01-01 11:00:00,summer,1,0.138640,0.207600,0.335280,0.138960,0.145680,0.195640,0.173320,0.131000,0.131160,0.114960,0.139120 -2007-01-01 11:15:00,summer,1,0.140080,0.209120,0.331760,0.140280,0.145760,0.195280,0.169680,0.141000,0.136600,0.118760,0.145600 -2007-01-01 11:30:00,summer,1,0.142640,0.209600,0.325920,0.140680,0.145880,0.194480,0.165560,0.150000,0.140920,0.121000,0.151000 -2007-01-01 11:45:00,summer,1,0.146480,0.208360,0.317720,0.139880,0.146360,0.193480,0.160200,0.156000,0.141720,0.120320,0.152520 -2007-01-01 12:00:00,summer,1,0.151520,0.205040,0.307120,0.137760,0.147440,0.192320,0.153000,0.159000,0.137400,0.115960,0.148240 -2007-01-01 12:15:00,summer,1,0.156720,0.200000,0.294440,0.134640,0.148600,0.190280,0.144640,0.159000,0.129400,0.108960,0.139760 -2007-01-01 12:30:00,summer,1,0.160760,0.193760,0.280200,0.130960,0.149080,0.186480,0.136000,0.158000,0.119920,0.100920,0.129640 -2007-01-01 12:45:00,summer,1,0.162320,0.186880,0.264760,0.127160,0.148160,0.179960,0.127960,0.155000,0.111160,0.093480,0.120360 -2007-01-01 13:00:00,summer,1,0.160480,0.179880,0.249000,0.123680,0.145400,0.170360,0.121320,0.151000,0.104840,0.087880,0.113880 -2007-01-01 13:15:00,summer,1,0.156080,0.173400,0.235240,0.120880,0.141440,0.159320,0.116560,0.147000,0.100840,0.084200,0.109880 -2007-01-01 13:30:00,summer,1,0.150200,0.168040,0.226360,0.119000,0.137200,0.148880,0.113960,0.142000,0.098520,0.082240,0.107680 -2007-01-01 13:45:00,summer,1,0.144000,0.164440,0.225040,0.118360,0.133640,0.141280,0.113840,0.135000,0.097240,0.081800,0.106360 -2007-01-01 14:00:00,summer,1,0.138440,0.163040,0.232720,0.119200,0.131480,0.138120,0.116280,0.127000,0.096560,0.082520,0.105280 -2007-01-01 14:15:00,summer,1,0.133600,0.163480,0.245280,0.121200,0.130640,0.139160,0.120080,0.118000,0.096200,0.083960,0.104480 -2007-01-01 14:30:00,summer,1,0.129360,0.165360,0.257160,0.123960,0.130880,0.143760,0.123800,0.109000,0.096160,0.085440,0.103960 -2007-01-01 14:45:00,summer,1,0.125680,0.168200,0.262880,0.127160,0.131840,0.151160,0.125960,0.103000,0.096320,0.086440,0.103880 -2007-01-01 15:00:00,summer,1,0.122440,0.171440,0.258360,0.130400,0.133320,0.160600,0.125480,0.099000,0.096640,0.086520,0.104240 -2007-01-01 15:15:00,summer,1,0.119640,0.174640,0.245680,0.133400,0.135000,0.170640,0.123000,0.097000,0.097000,0.085880,0.104880 -2007-01-01 15:30:00,summer,1,0.117400,0.177160,0.228360,0.136000,0.136640,0.179720,0.119480,0.097000,0.097240,0.084960,0.105400 -2007-01-01 15:45:00,summer,1,0.115680,0.178480,0.209920,0.137920,0.137880,0.186280,0.115880,0.098000,0.097240,0.084120,0.105520 -2007-01-01 16:00:00,summer,1,0.114640,0.178200,0.193120,0.139160,0.138600,0.189240,0.112960,0.099000,0.097000,0.083640,0.105120 -2007-01-01 16:15:00,summer,1,0.114240,0.176840,0.177600,0.140360,0.138960,0.189480,0.110880,0.101000,0.096840,0.083440,0.104680 -2007-01-01 16:30:00,summer,1,0.114600,0.175120,0.162160,0.142280,0.139240,0.188320,0.109560,0.103000,0.097080,0.083280,0.104840 -2007-01-01 16:45:00,summer,1,0.115680,0.173800,0.145600,0.145760,0.139720,0.187160,0.108800,0.106000,0.098200,0.082960,0.106360 -2007-01-01 17:00:00,summer,1,0.117600,0.173200,0.127320,0.151200,0.140560,0.186960,0.108560,0.111000,0.100560,0.082800,0.109600 -2007-01-01 17:15:00,summer,1,0.120320,0.172400,0.108440,0.157880,0.141560,0.187160,0.108200,0.116000,0.104800,0.085720,0.114320 -2007-01-01 17:30:00,summer,1,0.123880,0.170200,0.090640,0.164560,0.142400,0.186920,0.107160,0.121000,0.111520,0.095160,0.120000 -2007-01-01 17:45:00,summer,1,0.128160,0.165400,0.075640,0.170200,0.142720,0.185360,0.104800,0.127000,0.121360,0.114480,0.126120 -2007-01-01 18:00:00,summer,1,0.133240,0.157080,0.064640,0.173920,0.142280,0.181720,0.100680,0.132000,0.134400,0.145280,0.132280 -2007-01-01 18:15:00,summer,1,0.138920,0.146120,0.056960,0.176000,0.141280,0.175680,0.095240,0.137000,0.148920,0.181120,0.138360 -2007-01-01 18:30:00,summer,1,0.145040,0.133840,0.051520,0.177160,0.139920,0.167080,0.089040,0.141000,0.162640,0.213760,0.144280 -2007-01-01 18:45:00,summer,1,0.151480,0.121480,0.047280,0.178040,0.138480,0.155680,0.082600,0.146000,0.173200,0.234840,0.150040 -2007-01-01 19:00:00,summer,1,0.157960,0.110120,0.043320,0.179080,0.137160,0.141720,0.076560,0.149000,0.178920,0.238360,0.155400 -2007-01-01 19:15:00,summer,1,0.163800,0.100560,0.039640,0.180200,0.135840,0.127160,0.071160,0.152000,0.179800,0.227640,0.159520 -2007-01-01 19:30:00,summer,1,0.168280,0.093240,0.036480,0.181240,0.134360,0.114240,0.066720,0.154000,0.176480,0.208240,0.161400 -2007-01-01 19:45:00,summer,1,0.170640,0.088760,0.034040,0.181960,0.132440,0.105280,0.063480,0.156000,0.169520,0.185760,0.159920 -2007-01-01 20:00:00,summer,1,0.170400,0.087400,0.032480,0.182120,0.130040,0.101840,0.061600,0.156000,0.159600,0.164880,0.154600 -2007-01-01 20:15:00,summer,1,0.168320,0.088120,0.031560,0.181640,0.127240,0.102280,0.060640,0.156000,0.148080,0.146480,0.146600 -2007-01-01 20:30:00,summer,1,0.165280,0.089600,0.030920,0.180320,0.124160,0.104200,0.060080,0.155000,0.136400,0.130480,0.137640 -2007-01-01 20:45:00,summer,1,0.162320,0.090640,0.030240,0.178040,0.120960,0.105280,0.059440,0.154000,0.125960,0.116840,0.129440 -2007-01-01 21:00:00,summer,1,0.160120,0.090160,0.029320,0.174640,0.117800,0.103680,0.058320,0.152000,0.117920,0.105440,0.123200 -2007-01-01 21:15:00,summer,1,0.158440,0.088520,0.028240,0.169880,0.114840,0.099960,0.056960,0.150000,0.111880,0.096120,0.118640 -2007-01-01 21:30:00,summer,1,0.156840,0.086280,0.027200,0.163600,0.112240,0.095320,0.055840,0.146000,0.107080,0.088720,0.114920 -2007-01-01 21:45:00,summer,1,0.154800,0.084080,0.026480,0.155520,0.110080,0.090880,0.055400,0.140000,0.102800,0.082960,0.111280 -2007-01-01 22:00:00,summer,1,0.151920,0.082440,0.026200,0.145600,0.108480,0.087560,0.056040,0.130000,0.098480,0.078640,0.107120 -2007-01-01 22:15:00,summer,1,0.147880,0.081240,0.026200,0.134320,0.107200,0.085200,0.057640,0.119000,0.094080,0.075320,0.102480 -2007-01-01 22:30:00,summer,1,0.142560,0.080320,0.026360,0.122400,0.106000,0.083440,0.060160,0.106000,0.089600,0.072640,0.097480 -2007-01-01 22:45:00,summer,1,0.135680,0.079440,0.026480,0.110520,0.104640,0.081880,0.063480,0.095000,0.085200,0.070080,0.092320 -2007-01-01 23:00:00,summer,1,0.127200,0.078400,0.026360,0.099240,0.102880,0.080240,0.067280,0.085000,0.080960,0.067400,0.087200 -2007-01-01 23:15:00,summer,1,0.117480,0.077200,0.026000,0.088640,0.101040,0.078560,0.070600,0.076000,0.076920,0.064600,0.082240 -2007-01-01 23:30:00,summer,1,0.107080,0.075680,0.025400,0.078720,0.099480,0.076960,0.072400,0.069000,0.073080,0.061920,0.077600 -2007-01-01 23:45:00,summer,1,0.096560,0.073800,0.024600,0.069440,0.098560,0.075600,0.071520,0.062000,0.069480,0.059600,0.073360 -2007-01-02 00:00:00,summer,2,0.086360,0.071560,0.023560,0.060840,0.098520,0.074480,0.067360,0.057000,0.066160,0.057680,0.069680 -2007-01-02 00:15:00,summer,2,0.076960,0.068960,0.022040,0.052960,0.098960,0.073640,0.061160,0.052000,0.063160,0.056160,0.066560 -2007-01-02 00:30:00,summer,2,0.068840,0.066280,0.021520,0.046000,0.099360,0.072840,0.054600,0.048000,0.060520,0.054880,0.063920 -2007-01-02 00:45:00,summer,2,0.062440,0.063520,0.020800,0.040120,0.099200,0.072000,0.049360,0.045000,0.058360,0.053760,0.061840 -2007-01-02 01:00:00,summer,2,0.058040,0.060960,0.020480,0.035360,0.098080,0.071000,0.046720,0.043000,0.056680,0.052600,0.060160 -2007-01-02 01:15:00,summer,2,0.055280,0.058600,0.020440,0.031720,0.096440,0.070000,0.045960,0.042000,0.055400,0.051560,0.058880 -2007-01-02 01:30:00,summer,2,0.053600,0.056600,0.020600,0.029080,0.094800,0.069080,0.045880,0.041000,0.054440,0.050760,0.057840 -2007-01-02 01:45:00,summer,2,0.052440,0.055120,0.020800,0.027400,0.093760,0.068400,0.045320,0.040000,0.053720,0.050240,0.056880 -2007-01-02 02:00:00,summer,2,0.051360,0.054200,0.020920,0.026480,0.093640,0.068000,0.043920,0.040000,0.053160,0.050080,0.055960 -2007-01-02 02:15:00,summer,2,0.050240,0.053680,0.021000,0.026160,0.094120,0.067840,0.044280,0.039000,0.052680,0.050200,0.055080 -2007-01-02 02:30:00,summer,2,0.049240,0.053440,0.020960,0.026240,0.094760,0.067720,0.050000,0.038000,0.052280,0.050280,0.054280 -2007-01-02 02:45:00,summer,2,0.048280,0.053240,0.020800,0.026400,0.094960,0.067480,0.064480,0.038000,0.051880,0.050240,0.053600 -2007-01-02 03:00:00,summer,2,0.047440,0.053080,0.020600,0.026520,0.094400,0.067000,0.089640,0.038000,0.051440,0.049840,0.053080 -2007-01-02 03:15:00,summer,2,0.046840,0.053240,0.020400,0.026560,0.093360,0.066440,0.121040,0.038000,0.050960,0.049240,0.052640 -2007-01-02 03:30:00,summer,2,0.046560,0.054080,0.020440,0.026520,0.092200,0.065960,0.152640,0.038000,0.050480,0.048560,0.052320 -2007-01-02 03:45:00,summer,2,0.046600,0.056080,0.020800,0.026400,0.091320,0.065680,0.178320,0.038000,0.050000,0.047920,0.051920 -2007-01-02 04:00:00,summer,2,0.047120,0.059360,0.021560,0.026280,0.091040,0.065800,0.193680,0.038000,0.049600,0.047440,0.051520 -2007-01-02 04:15:00,summer,2,0.048000,0.063360,0.022400,0.026280,0.091080,0.066120,0.200560,0.037000,0.049360,0.047240,0.051280 -2007-01-02 04:30:00,summer,2,0.049240,0.067200,0.022920,0.026600,0.091120,0.066440,0.202360,0.037000,0.049480,0.047360,0.051320 -2007-01-02 04:45:00,summer,2,0.050760,0.070080,0.022680,0.027400,0.090720,0.066600,0.202520,0.037000,0.050000,0.047920,0.051920 -2007-01-02 05:00:00,summer,2,0.052640,0.071400,0.021600,0.028880,0.089760,0.066360,0.203760,0.038000,0.051160,0.048920,0.053240 -2007-01-02 05:15:00,summer,2,0.055640,0.071560,0.020680,0.031200,0.088960,0.065880,0.206040,0.039000,0.052920,0.050680,0.055200 -2007-01-02 05:30:00,summer,2,0.060520,0.071200,0.021240,0.034560,0.089160,0.065320,0.208560,0.040000,0.055320,0.053360,0.057800 -2007-01-02 05:45:00,summer,2,0.068240,0.071000,0.024600,0.039120,0.091320,0.064800,0.210560,0.040000,0.058360,0.057240,0.061000 -2007-01-02 06:00:00,summer,2,0.079200,0.071520,0.031920,0.044840,0.095880,0.064600,0.211480,0.041000,0.062160,0.062760,0.064800 -2007-01-02 06:15:00,summer,2,0.091960,0.073080,0.043840,0.050840,0.101640,0.065360,0.211520,0.041000,0.067440,0.071160,0.069400 -2007-01-02 06:30:00,summer,2,0.104760,0.075920,0.060760,0.056160,0.106920,0.067880,0.211080,0.042000,0.074840,0.084040,0.075200 -2007-01-02 06:45:00,summer,2,0.115680,0.080360,0.083200,0.059680,0.110080,0.072880,0.210560,0.043000,0.085200,0.102800,0.082440 -2007-01-02 07:00:00,summer,2,0.123440,0.086600,0.111280,0.060800,0.110080,0.080920,0.210280,0.045000,0.098920,0.128120,0.091320 -2007-01-02 07:15:00,summer,2,0.128560,0.095120,0.143720,0.060440,0.108400,0.091640,0.210280,0.048000,0.114960,0.156920,0.101600 -2007-01-02 07:30:00,summer,2,0.132000,0.106280,0.179040,0.059920,0.107080,0.104440,0.210400,0.053000,0.131840,0.185240,0.112800 -2007-01-02 07:45:00,summer,2,0.134840,0.120520,0.215600,0.060640,0.108240,0.118760,0.210560,0.058000,0.148200,0.209120,0.124480 -2007-01-02 08:00:00,summer,2,0.137800,0.137840,0.251680,0.063640,0.113280,0.133960,0.210760,0.064000,0.162640,0.225240,0.136160 -2007-01-02 08:15:00,summer,2,0.140720,0.156240,0.284720,0.068800,0.120840,0.148800,0.210760,0.070000,0.173880,0.232640,0.146720 -2007-01-02 08:30:00,summer,2,0.143200,0.173400,0.312080,0.075760,0.128880,0.162160,0.210400,0.075000,0.180600,0.230880,0.155040 -2007-01-02 08:45:00,summer,2,0.144840,0.186880,0.330960,0.084120,0.135480,0.172760,0.209560,0.080000,0.181560,0.219640,0.159920 -2007-01-02 09:00:00,summer,2,0.145320,0.194960,0.339720,0.093480,0.139080,0.179760,0.208040,0.083000,0.176080,0.199400,0.160600 -2007-01-02 09:15:00,summer,2,0.144880,0.198680,0.340880,0.103160,0.140320,0.183920,0.205760,0.085000,0.166120,0.174080,0.157840 -2007-01-02 09:30:00,summer,2,0.143760,0.199800,0.338000,0.112360,0.140360,0.186320,0.202600,0.088000,0.154120,0.148440,0.152840 -2007-01-02 09:45:00,summer,2,0.142320,0.199960,0.334720,0.120320,0.140320,0.188080,0.198480,0.091000,0.142640,0.127360,0.146720 -2007-01-02 10:00:00,summer,2,0.140800,0.200600,0.333760,0.126480,0.141080,0.190040,0.193400,0.097000,0.133800,0.114400,0.140760 -2007-01-02 10:15:00,summer,2,0.139480,0.201840,0.334640,0.131040,0.142440,0.192160,0.187800,0.103000,0.128160,0.108720,0.135960 -2007-01-02 10:30:00,summer,2,0.138520,0.203560,0.336040,0.134400,0.143960,0.194000,0.182280,0.112000,0.125800,0.108280,0.133440 -2007-01-02 10:45:00,summer,2,0.138160,0.205560,0.336640,0.136960,0.145160,0.195280,0.177320,0.121000,0.126920,0.111000,0.134360 -2007-01-02 11:00:00,summer,2,0.138640,0.207600,0.335280,0.138960,0.145680,0.195640,0.173320,0.131000,0.131160,0.114960,0.139120 -2007-01-02 11:15:00,summer,2,0.140080,0.209120,0.331760,0.140280,0.145760,0.195280,0.169680,0.141000,0.136600,0.118760,0.145600 -2007-01-02 11:30:00,summer,2,0.142640,0.209600,0.325920,0.140680,0.145880,0.194480,0.165560,0.150000,0.140920,0.121000,0.151000 -2007-01-02 11:45:00,summer,2,0.146480,0.208360,0.317720,0.139880,0.146360,0.193480,0.160200,0.156000,0.141720,0.120320,0.152520 -2007-01-02 12:00:00,summer,2,0.151520,0.205040,0.307120,0.137760,0.147440,0.192320,0.153000,0.159000,0.137400,0.115960,0.148240 -2007-01-02 12:15:00,summer,2,0.156720,0.200000,0.294440,0.134640,0.148600,0.190280,0.144640,0.159000,0.129400,0.108960,0.139760 -2007-01-02 12:30:00,summer,2,0.160760,0.193760,0.280200,0.130960,0.149080,0.186480,0.136000,0.158000,0.119920,0.100920,0.129640 -2007-01-02 12:45:00,summer,2,0.162320,0.186880,0.264760,0.127160,0.148160,0.179960,0.127960,0.155000,0.111160,0.093480,0.120360 -2007-01-02 13:00:00,summer,2,0.160480,0.179880,0.249000,0.123680,0.145400,0.170360,0.121320,0.151000,0.104840,0.087880,0.113880 -2007-01-02 13:15:00,summer,2,0.156080,0.173400,0.235240,0.120880,0.141440,0.159320,0.116560,0.147000,0.100840,0.084200,0.109880 -2007-01-02 13:30:00,summer,2,0.150200,0.168040,0.226360,0.119000,0.137200,0.148880,0.113960,0.142000,0.098520,0.082240,0.107680 -2007-01-02 13:45:00,summer,2,0.144000,0.164440,0.225040,0.118360,0.133640,0.141280,0.113840,0.135000,0.097240,0.081800,0.106360 -2007-01-02 14:00:00,summer,2,0.138440,0.163040,0.232720,0.119200,0.131480,0.138120,0.116280,0.127000,0.096560,0.082520,0.105280 -2007-01-02 14:15:00,summer,2,0.133600,0.163480,0.245280,0.121200,0.130640,0.139160,0.120080,0.118000,0.096200,0.083960,0.104480 -2007-01-02 14:30:00,summer,2,0.129360,0.165360,0.257160,0.123960,0.130880,0.143760,0.123800,0.109000,0.096160,0.085440,0.103960 -2007-01-02 14:45:00,summer,2,0.125680,0.168200,0.262880,0.127160,0.131840,0.151160,0.125960,0.103000,0.096320,0.086440,0.103880 -2007-01-02 15:00:00,summer,2,0.122440,0.171440,0.258360,0.130400,0.133320,0.160600,0.125480,0.099000,0.096640,0.086520,0.104240 -2007-01-02 15:15:00,summer,2,0.119640,0.174640,0.245680,0.133400,0.135000,0.170640,0.123000,0.097000,0.097000,0.085880,0.104880 -2007-01-02 15:30:00,summer,2,0.117400,0.177160,0.228360,0.136000,0.136640,0.179720,0.119480,0.097000,0.097240,0.084960,0.105400 -2007-01-02 15:45:00,summer,2,0.115680,0.178480,0.209920,0.137920,0.137880,0.186280,0.115880,0.098000,0.097240,0.084120,0.105520 -2007-01-02 16:00:00,summer,2,0.114640,0.178200,0.193120,0.139160,0.138600,0.189240,0.112960,0.099000,0.097000,0.083640,0.105120 -2007-01-02 16:15:00,summer,2,0.114240,0.176840,0.177600,0.140360,0.138960,0.189480,0.110880,0.101000,0.096840,0.083440,0.104680 -2007-01-02 16:30:00,summer,2,0.114600,0.175120,0.162160,0.142280,0.139240,0.188320,0.109560,0.103000,0.097080,0.083280,0.104840 -2007-01-02 16:45:00,summer,2,0.115680,0.173800,0.145600,0.145760,0.139720,0.187160,0.108800,0.106000,0.098200,0.082960,0.106360 -2007-01-02 17:00:00,summer,2,0.117600,0.173200,0.127320,0.151200,0.140560,0.186960,0.108560,0.111000,0.100560,0.082800,0.109600 -2007-01-02 17:15:00,summer,2,0.120320,0.172400,0.108440,0.157880,0.141560,0.187160,0.108200,0.116000,0.104800,0.085720,0.114320 -2007-01-02 17:30:00,summer,2,0.123880,0.170200,0.090640,0.164560,0.142400,0.186920,0.107160,0.121000,0.111520,0.095160,0.120000 -2007-01-02 17:45:00,summer,2,0.128160,0.165400,0.075640,0.170200,0.142720,0.185360,0.104800,0.127000,0.121360,0.114480,0.126120 -2007-01-02 18:00:00,summer,2,0.133240,0.157080,0.064640,0.173920,0.142280,0.181720,0.100680,0.132000,0.134400,0.145280,0.132280 -2007-01-02 18:15:00,summer,2,0.138920,0.146120,0.056960,0.176000,0.141280,0.175680,0.095240,0.137000,0.148920,0.181120,0.138360 -2007-01-02 18:30:00,summer,2,0.145040,0.133840,0.051520,0.177160,0.139920,0.167080,0.089040,0.141000,0.162640,0.213760,0.144280 -2007-01-02 18:45:00,summer,2,0.151480,0.121480,0.047280,0.178040,0.138480,0.155680,0.082600,0.146000,0.173200,0.234840,0.150040 -2007-01-02 19:00:00,summer,2,0.157960,0.110120,0.043320,0.179080,0.137160,0.141720,0.076560,0.149000,0.178920,0.238360,0.155400 -2007-01-02 19:15:00,summer,2,0.163800,0.100560,0.039640,0.180200,0.135840,0.127160,0.071160,0.152000,0.179800,0.227640,0.159520 -2007-01-02 19:30:00,summer,2,0.168280,0.093240,0.036480,0.181240,0.134360,0.114240,0.066720,0.154000,0.176480,0.208240,0.161400 -2007-01-02 19:45:00,summer,2,0.170640,0.088760,0.034040,0.181960,0.132440,0.105280,0.063480,0.156000,0.169520,0.185760,0.159920 -2007-01-02 20:00:00,summer,2,0.170400,0.087400,0.032480,0.182120,0.130040,0.101840,0.061600,0.156000,0.159600,0.164880,0.154600 -2007-01-02 20:15:00,summer,2,0.168320,0.088120,0.031560,0.181640,0.127240,0.102280,0.060640,0.156000,0.148080,0.146480,0.146600 -2007-01-02 20:30:00,summer,2,0.165280,0.089600,0.030920,0.180320,0.124160,0.104200,0.060080,0.155000,0.136400,0.130480,0.137640 -2007-01-02 20:45:00,summer,2,0.162320,0.090640,0.030240,0.178040,0.120960,0.105280,0.059440,0.154000,0.125960,0.116840,0.129440 -2007-01-02 21:00:00,summer,2,0.160120,0.090160,0.029320,0.174640,0.117800,0.103680,0.058320,0.152000,0.117920,0.105440,0.123200 -2007-01-02 21:15:00,summer,2,0.158440,0.088520,0.028240,0.169880,0.114840,0.099960,0.056960,0.150000,0.111880,0.096120,0.118640 -2007-01-02 21:30:00,summer,2,0.156840,0.086280,0.027200,0.163600,0.112240,0.095320,0.055840,0.146000,0.107080,0.088720,0.114920 -2007-01-02 21:45:00,summer,2,0.154800,0.084080,0.026480,0.155520,0.110080,0.090880,0.055400,0.140000,0.102800,0.082960,0.111280 -2007-01-02 22:00:00,summer,2,0.151920,0.082440,0.026200,0.145600,0.108480,0.087560,0.056040,0.130000,0.098480,0.078640,0.107120 -2007-01-02 22:15:00,summer,2,0.147880,0.081240,0.026200,0.134320,0.107200,0.085200,0.057640,0.119000,0.094080,0.075320,0.102480 -2007-01-02 22:30:00,summer,2,0.142560,0.080320,0.026360,0.122400,0.106000,0.083440,0.060160,0.106000,0.089600,0.072640,0.097480 -2007-01-02 22:45:00,summer,2,0.135680,0.079440,0.026480,0.110520,0.104640,0.081880,0.063480,0.095000,0.085200,0.070080,0.092320 -2007-01-02 23:00:00,summer,2,0.127200,0.078400,0.026360,0.099240,0.102880,0.080240,0.067280,0.085000,0.080960,0.067400,0.087200 -2007-01-02 23:15:00,summer,2,0.117480,0.077200,0.026000,0.088640,0.101040,0.078560,0.070600,0.076000,0.076920,0.064600,0.082240 -2007-01-02 23:30:00,summer,2,0.107080,0.075680,0.025400,0.078720,0.099480,0.076960,0.072400,0.069000,0.073080,0.061920,0.077600 -2007-01-02 23:45:00,summer,2,0.096560,0.073800,0.024600,0.069440,0.098560,0.075600,0.071520,0.062000,0.069480,0.059600,0.073360 -2007-01-03 00:00:00,summer,3,0.086360,0.071560,0.023560,0.060840,0.098520,0.074480,0.067360,0.057000,0.066160,0.057680,0.069680 -2007-01-03 00:15:00,summer,3,0.076960,0.068960,0.022040,0.052960,0.098960,0.073640,0.061160,0.052000,0.063160,0.056160,0.066560 -2007-01-03 00:30:00,summer,3,0.068840,0.066280,0.021520,0.046000,0.099360,0.072840,0.054600,0.048000,0.060520,0.054880,0.063920 -2007-01-03 00:45:00,summer,3,0.062440,0.063520,0.020800,0.040120,0.099200,0.072000,0.049360,0.045000,0.058360,0.053760,0.061840 -2007-01-03 01:00:00,summer,3,0.058040,0.060960,0.020480,0.035360,0.098080,0.071000,0.046720,0.043000,0.056680,0.052600,0.060160 -2007-01-03 01:15:00,summer,3,0.055280,0.058600,0.020440,0.031720,0.096440,0.070000,0.045960,0.042000,0.055400,0.051560,0.058880 -2007-01-03 01:30:00,summer,3,0.053600,0.056600,0.020600,0.029080,0.094800,0.069080,0.045880,0.041000,0.054440,0.050760,0.057840 -2007-01-03 01:45:00,summer,3,0.052440,0.055120,0.020800,0.027400,0.093760,0.068400,0.045320,0.040000,0.053720,0.050240,0.056880 -2007-01-03 02:00:00,summer,3,0.051360,0.054200,0.020920,0.026480,0.093640,0.068000,0.043920,0.040000,0.053160,0.050080,0.055960 -2007-01-03 02:15:00,summer,3,0.050240,0.053680,0.021000,0.026160,0.094120,0.067840,0.044280,0.039000,0.052680,0.050200,0.055080 -2007-01-03 02:30:00,summer,3,0.049240,0.053440,0.020960,0.026240,0.094760,0.067720,0.050000,0.038000,0.052280,0.050280,0.054280 -2007-01-03 02:45:00,summer,3,0.048280,0.053240,0.020800,0.026400,0.094960,0.067480,0.064480,0.038000,0.051880,0.050240,0.053600 -2007-01-03 03:00:00,summer,3,0.047440,0.053080,0.020600,0.026520,0.094400,0.067000,0.089640,0.038000,0.051440,0.049840,0.053080 -2007-01-03 03:15:00,summer,3,0.046840,0.053240,0.020400,0.026560,0.093360,0.066440,0.121040,0.038000,0.050960,0.049240,0.052640 -2007-01-03 03:30:00,summer,3,0.046560,0.054080,0.020440,0.026520,0.092200,0.065960,0.152640,0.038000,0.050480,0.048560,0.052320 -2007-01-03 03:45:00,summer,3,0.046600,0.056080,0.020800,0.026400,0.091320,0.065680,0.178320,0.038000,0.050000,0.047920,0.051920 -2007-01-03 04:00:00,summer,3,0.047120,0.059360,0.021560,0.026280,0.091040,0.065800,0.193680,0.038000,0.049600,0.047440,0.051520 -2007-01-03 04:15:00,summer,3,0.048000,0.063360,0.022400,0.026280,0.091080,0.066120,0.200560,0.037000,0.049360,0.047240,0.051280 -2007-01-03 04:30:00,summer,3,0.049240,0.067200,0.022920,0.026600,0.091120,0.066440,0.202360,0.037000,0.049480,0.047360,0.051320 -2007-01-03 04:45:00,summer,3,0.050760,0.070080,0.022680,0.027400,0.090720,0.066600,0.202520,0.037000,0.050000,0.047920,0.051920 -2007-01-03 05:00:00,summer,3,0.052640,0.071400,0.021600,0.028880,0.089760,0.066360,0.203760,0.038000,0.051160,0.048920,0.053240 -2007-01-03 05:15:00,summer,3,0.055640,0.071560,0.020680,0.031200,0.088960,0.065880,0.206040,0.039000,0.052920,0.050680,0.055200 -2007-01-03 05:30:00,summer,3,0.060520,0.071200,0.021240,0.034560,0.089160,0.065320,0.208560,0.040000,0.055320,0.053360,0.057800 -2007-01-03 05:45:00,summer,3,0.068240,0.071000,0.024600,0.039120,0.091320,0.064800,0.210560,0.040000,0.058360,0.057240,0.061000 -2007-01-03 06:00:00,summer,3,0.079200,0.071520,0.031920,0.044840,0.095880,0.064600,0.211480,0.041000,0.062160,0.062760,0.064800 -2007-01-03 06:15:00,summer,3,0.091960,0.073080,0.043840,0.050840,0.101640,0.065360,0.211520,0.041000,0.067440,0.071160,0.069400 -2007-01-03 06:30:00,summer,3,0.104760,0.075920,0.060760,0.056160,0.106920,0.067880,0.211080,0.042000,0.074840,0.084040,0.075200 -2007-01-03 06:45:00,summer,3,0.115680,0.080360,0.083200,0.059680,0.110080,0.072880,0.210560,0.043000,0.085200,0.102800,0.082440 -2007-01-03 07:00:00,summer,3,0.123440,0.086600,0.111280,0.060800,0.110080,0.080920,0.210280,0.045000,0.098920,0.128120,0.091320 -2007-01-03 07:15:00,summer,3,0.128560,0.095120,0.143720,0.060440,0.108400,0.091640,0.210280,0.048000,0.114960,0.156920,0.101600 -2007-01-03 07:30:00,summer,3,0.132000,0.106280,0.179040,0.059920,0.107080,0.104440,0.210400,0.053000,0.131840,0.185240,0.112800 -2007-01-03 07:45:00,summer,3,0.134840,0.120520,0.215600,0.060640,0.108240,0.118760,0.210560,0.058000,0.148200,0.209120,0.124480 -2007-01-03 08:00:00,summer,3,0.137800,0.137840,0.251680,0.063640,0.113280,0.133960,0.210760,0.064000,0.162640,0.225240,0.136160 -2007-01-03 08:15:00,summer,3,0.140720,0.156240,0.284720,0.068800,0.120840,0.148800,0.210760,0.070000,0.173880,0.232640,0.146720 -2007-01-03 08:30:00,summer,3,0.143200,0.173400,0.312080,0.075760,0.128880,0.162160,0.210400,0.075000,0.180600,0.230880,0.155040 -2007-01-03 08:45:00,summer,3,0.144840,0.186880,0.330960,0.084120,0.135480,0.172760,0.209560,0.080000,0.181560,0.219640,0.159920 -2007-01-03 09:00:00,summer,3,0.145320,0.194960,0.339720,0.093480,0.139080,0.179760,0.208040,0.083000,0.176080,0.199400,0.160600 -2007-01-03 09:15:00,summer,3,0.144880,0.198680,0.340880,0.103160,0.140320,0.183920,0.205760,0.085000,0.166120,0.174080,0.157840 -2007-01-03 09:30:00,summer,3,0.143760,0.199800,0.338000,0.112360,0.140360,0.186320,0.202600,0.088000,0.154120,0.148440,0.152840 -2007-01-03 09:45:00,summer,3,0.142320,0.199960,0.334720,0.120320,0.140320,0.188080,0.198480,0.091000,0.142640,0.127360,0.146720 -2007-01-03 10:00:00,summer,3,0.140800,0.200600,0.333760,0.126480,0.141080,0.190040,0.193400,0.097000,0.133800,0.114400,0.140760 -2007-01-03 10:15:00,summer,3,0.139480,0.201840,0.334640,0.131040,0.142440,0.192160,0.187800,0.103000,0.128160,0.108720,0.135960 -2007-01-03 10:30:00,summer,3,0.138520,0.203560,0.336040,0.134400,0.143960,0.194000,0.182280,0.112000,0.125800,0.108280,0.133440 -2007-01-03 10:45:00,summer,3,0.138160,0.205560,0.336640,0.136960,0.145160,0.195280,0.177320,0.121000,0.126920,0.111000,0.134360 -2007-01-03 11:00:00,summer,3,0.138640,0.207600,0.335280,0.138960,0.145680,0.195640,0.173320,0.131000,0.131160,0.114960,0.139120 -2007-01-03 11:15:00,summer,3,0.140080,0.209120,0.331760,0.140280,0.145760,0.195280,0.169680,0.141000,0.136600,0.118760,0.145600 -2007-01-03 11:30:00,summer,3,0.142640,0.209600,0.325920,0.140680,0.145880,0.194480,0.165560,0.150000,0.140920,0.121000,0.151000 -2007-01-03 11:45:00,summer,3,0.146480,0.208360,0.317720,0.139880,0.146360,0.193480,0.160200,0.156000,0.141720,0.120320,0.152520 -2007-01-03 12:00:00,summer,3,0.151520,0.205040,0.307120,0.137760,0.147440,0.192320,0.153000,0.159000,0.137400,0.115960,0.148240 -2007-01-03 12:15:00,summer,3,0.156720,0.200000,0.294440,0.134640,0.148600,0.190280,0.144640,0.159000,0.129400,0.108960,0.139760 -2007-01-03 12:30:00,summer,3,0.160760,0.193760,0.280200,0.130960,0.149080,0.186480,0.136000,0.158000,0.119920,0.100920,0.129640 -2007-01-03 12:45:00,summer,3,0.162320,0.186880,0.264760,0.127160,0.148160,0.179960,0.127960,0.155000,0.111160,0.093480,0.120360 -2007-01-03 13:00:00,summer,3,0.160480,0.179880,0.249000,0.123680,0.145400,0.170360,0.121320,0.151000,0.104840,0.087880,0.113880 -2007-01-03 13:15:00,summer,3,0.156080,0.173400,0.235240,0.120880,0.141440,0.159320,0.116560,0.147000,0.100840,0.084200,0.109880 -2007-01-03 13:30:00,summer,3,0.150200,0.168040,0.226360,0.119000,0.137200,0.148880,0.113960,0.142000,0.098520,0.082240,0.107680 -2007-01-03 13:45:00,summer,3,0.144000,0.164440,0.225040,0.118360,0.133640,0.141280,0.113840,0.135000,0.097240,0.081800,0.106360 -2007-01-03 14:00:00,summer,3,0.138440,0.163040,0.232720,0.119200,0.131480,0.138120,0.116280,0.127000,0.096560,0.082520,0.105280 -2007-01-03 14:15:00,summer,3,0.133600,0.163480,0.245280,0.121200,0.130640,0.139160,0.120080,0.118000,0.096200,0.083960,0.104480 -2007-01-03 14:30:00,summer,3,0.129360,0.165360,0.257160,0.123960,0.130880,0.143760,0.123800,0.109000,0.096160,0.085440,0.103960 -2007-01-03 14:45:00,summer,3,0.125680,0.168200,0.262880,0.127160,0.131840,0.151160,0.125960,0.103000,0.096320,0.086440,0.103880 -2007-01-03 15:00:00,summer,3,0.122440,0.171440,0.258360,0.130400,0.133320,0.160600,0.125480,0.099000,0.096640,0.086520,0.104240 -2007-01-03 15:15:00,summer,3,0.119640,0.174640,0.245680,0.133400,0.135000,0.170640,0.123000,0.097000,0.097000,0.085880,0.104880 -2007-01-03 15:30:00,summer,3,0.117400,0.177160,0.228360,0.136000,0.136640,0.179720,0.119480,0.097000,0.097240,0.084960,0.105400 -2007-01-03 15:45:00,summer,3,0.115680,0.178480,0.209920,0.137920,0.137880,0.186280,0.115880,0.098000,0.097240,0.084120,0.105520 -2007-01-03 16:00:00,summer,3,0.114640,0.178200,0.193120,0.139160,0.138600,0.189240,0.112960,0.099000,0.097000,0.083640,0.105120 -2007-01-03 16:15:00,summer,3,0.114240,0.176840,0.177600,0.140360,0.138960,0.189480,0.110880,0.101000,0.096840,0.083440,0.104680 -2007-01-03 16:30:00,summer,3,0.114600,0.175120,0.162160,0.142280,0.139240,0.188320,0.109560,0.103000,0.097080,0.083280,0.104840 -2007-01-03 16:45:00,summer,3,0.115680,0.173800,0.145600,0.145760,0.139720,0.187160,0.108800,0.106000,0.098200,0.082960,0.106360 -2007-01-03 17:00:00,summer,3,0.117600,0.173200,0.127320,0.151200,0.140560,0.186960,0.108560,0.111000,0.100560,0.082800,0.109600 -2007-01-03 17:15:00,summer,3,0.120320,0.172400,0.108440,0.157880,0.141560,0.187160,0.108200,0.116000,0.104800,0.085720,0.114320 -2007-01-03 17:30:00,summer,3,0.123880,0.170200,0.090640,0.164560,0.142400,0.186920,0.107160,0.121000,0.111520,0.095160,0.120000 -2007-01-03 17:45:00,summer,3,0.128160,0.165400,0.075640,0.170200,0.142720,0.185360,0.104800,0.127000,0.121360,0.114480,0.126120 -2007-01-03 18:00:00,summer,3,0.133240,0.157080,0.064640,0.173920,0.142280,0.181720,0.100680,0.132000,0.134400,0.145280,0.132280 -2007-01-03 18:15:00,summer,3,0.138920,0.146120,0.056960,0.176000,0.141280,0.175680,0.095240,0.137000,0.148920,0.181120,0.138360 -2007-01-03 18:30:00,summer,3,0.145040,0.133840,0.051520,0.177160,0.139920,0.167080,0.089040,0.141000,0.162640,0.213760,0.144280 -2007-01-03 18:45:00,summer,3,0.151480,0.121480,0.047280,0.178040,0.138480,0.155680,0.082600,0.146000,0.173200,0.234840,0.150040 -2007-01-03 19:00:00,summer,3,0.157960,0.110120,0.043320,0.179080,0.137160,0.141720,0.076560,0.149000,0.178920,0.238360,0.155400 -2007-01-03 19:15:00,summer,3,0.163800,0.100560,0.039640,0.180200,0.135840,0.127160,0.071160,0.152000,0.179800,0.227640,0.159520 -2007-01-03 19:30:00,summer,3,0.168280,0.093240,0.036480,0.181240,0.134360,0.114240,0.066720,0.154000,0.176480,0.208240,0.161400 -2007-01-03 19:45:00,summer,3,0.170640,0.088760,0.034040,0.181960,0.132440,0.105280,0.063480,0.156000,0.169520,0.185760,0.159920 -2007-01-03 20:00:00,summer,3,0.170400,0.087400,0.032480,0.182120,0.130040,0.101840,0.061600,0.156000,0.159600,0.164880,0.154600 -2007-01-03 20:15:00,summer,3,0.168320,0.088120,0.031560,0.181640,0.127240,0.102280,0.060640,0.156000,0.148080,0.146480,0.146600 -2007-01-03 20:30:00,summer,3,0.165280,0.089600,0.030920,0.180320,0.124160,0.104200,0.060080,0.155000,0.136400,0.130480,0.137640 -2007-01-03 20:45:00,summer,3,0.162320,0.090640,0.030240,0.178040,0.120960,0.105280,0.059440,0.154000,0.125960,0.116840,0.129440 -2007-01-03 21:00:00,summer,3,0.160120,0.090160,0.029320,0.174640,0.117800,0.103680,0.058320,0.152000,0.117920,0.105440,0.123200 -2007-01-03 21:15:00,summer,3,0.158440,0.088520,0.028240,0.169880,0.114840,0.099960,0.056960,0.150000,0.111880,0.096120,0.118640 -2007-01-03 21:30:00,summer,3,0.156840,0.086280,0.027200,0.163600,0.112240,0.095320,0.055840,0.146000,0.107080,0.088720,0.114920 -2007-01-03 21:45:00,summer,3,0.154800,0.084080,0.026480,0.155520,0.110080,0.090880,0.055400,0.140000,0.102800,0.082960,0.111280 -2007-01-03 22:00:00,summer,3,0.151920,0.082440,0.026200,0.145600,0.108480,0.087560,0.056040,0.130000,0.098480,0.078640,0.107120 -2007-01-03 22:15:00,summer,3,0.147880,0.081240,0.026200,0.134320,0.107200,0.085200,0.057640,0.119000,0.094080,0.075320,0.102480 -2007-01-03 22:30:00,summer,3,0.142560,0.080320,0.026360,0.122400,0.106000,0.083440,0.060160,0.106000,0.089600,0.072640,0.097480 -2007-01-03 22:45:00,summer,3,0.135680,0.079440,0.026480,0.110520,0.104640,0.081880,0.063480,0.095000,0.085200,0.070080,0.092320 -2007-01-03 23:00:00,summer,3,0.127200,0.078400,0.026360,0.099240,0.102880,0.080240,0.067280,0.085000,0.080960,0.067400,0.087200 -2007-01-03 23:15:00,summer,3,0.117480,0.077200,0.026000,0.088640,0.101040,0.078560,0.070600,0.076000,0.076920,0.064600,0.082240 -2007-01-03 23:30:00,summer,3,0.107080,0.075680,0.025400,0.078720,0.099480,0.076960,0.072400,0.069000,0.073080,0.061920,0.077600 -2007-01-03 23:45:00,summer,3,0.096560,0.073800,0.024600,0.069440,0.098560,0.075600,0.071520,0.062000,0.069480,0.059600,0.073360 -2007-01-04 00:00:00,summer,4,0.086360,0.071560,0.023560,0.060840,0.098520,0.074480,0.067360,0.057000,0.066160,0.057680,0.069680 -2007-01-04 00:15:00,summer,4,0.076960,0.068960,0.022040,0.052960,0.098960,0.073640,0.061160,0.052000,0.063160,0.056160,0.066560 -2007-01-04 00:30:00,summer,4,0.068840,0.066280,0.021520,0.046000,0.099360,0.072840,0.054600,0.048000,0.060520,0.054880,0.063920 -2007-01-04 00:45:00,summer,4,0.062440,0.063520,0.020800,0.040120,0.099200,0.072000,0.049360,0.045000,0.058360,0.053760,0.061840 -2007-01-04 01:00:00,summer,4,0.058040,0.060960,0.020480,0.035360,0.098080,0.071000,0.046720,0.043000,0.056680,0.052600,0.060160 -2007-01-04 01:15:00,summer,4,0.055280,0.058600,0.020440,0.031720,0.096440,0.070000,0.045960,0.042000,0.055400,0.051560,0.058880 -2007-01-04 01:30:00,summer,4,0.053600,0.056600,0.020600,0.029080,0.094800,0.069080,0.045880,0.041000,0.054440,0.050760,0.057840 -2007-01-04 01:45:00,summer,4,0.052440,0.055120,0.020800,0.027400,0.093760,0.068400,0.045320,0.040000,0.053720,0.050240,0.056880 -2007-01-04 02:00:00,summer,4,0.051360,0.054200,0.020920,0.026480,0.093640,0.068000,0.043920,0.040000,0.053160,0.050080,0.055960 -2007-01-04 02:15:00,summer,4,0.050240,0.053680,0.021000,0.026160,0.094120,0.067840,0.044280,0.039000,0.052680,0.050200,0.055080 -2007-01-04 02:30:00,summer,4,0.049240,0.053440,0.020960,0.026240,0.094760,0.067720,0.050000,0.038000,0.052280,0.050280,0.054280 -2007-01-04 02:45:00,summer,4,0.048280,0.053240,0.020800,0.026400,0.094960,0.067480,0.064480,0.038000,0.051880,0.050240,0.053600 -2007-01-04 03:00:00,summer,4,0.047440,0.053080,0.020600,0.026520,0.094400,0.067000,0.089640,0.038000,0.051440,0.049840,0.053080 -2007-01-04 03:15:00,summer,4,0.046840,0.053240,0.020400,0.026560,0.093360,0.066440,0.121040,0.038000,0.050960,0.049240,0.052640 -2007-01-04 03:30:00,summer,4,0.046560,0.054080,0.020440,0.026520,0.092200,0.065960,0.152640,0.038000,0.050480,0.048560,0.052320 -2007-01-04 03:45:00,summer,4,0.046600,0.056080,0.020800,0.026400,0.091320,0.065680,0.178320,0.038000,0.050000,0.047920,0.051920 -2007-01-04 04:00:00,summer,4,0.047120,0.059360,0.021560,0.026280,0.091040,0.065800,0.193680,0.038000,0.049600,0.047440,0.051520 -2007-01-04 04:15:00,summer,4,0.048000,0.063360,0.022400,0.026280,0.091080,0.066120,0.200560,0.037000,0.049360,0.047240,0.051280 -2007-01-04 04:30:00,summer,4,0.049240,0.067200,0.022920,0.026600,0.091120,0.066440,0.202360,0.037000,0.049480,0.047360,0.051320 -2007-01-04 04:45:00,summer,4,0.050760,0.070080,0.022680,0.027400,0.090720,0.066600,0.202520,0.037000,0.050000,0.047920,0.051920 -2007-01-04 05:00:00,summer,4,0.052640,0.071400,0.021600,0.028880,0.089760,0.066360,0.203760,0.038000,0.051160,0.048920,0.053240 -2007-01-04 05:15:00,summer,4,0.055640,0.071560,0.020680,0.031200,0.088960,0.065880,0.206040,0.039000,0.052920,0.050680,0.055200 -2007-01-04 05:30:00,summer,4,0.060520,0.071200,0.021240,0.034560,0.089160,0.065320,0.208560,0.040000,0.055320,0.053360,0.057800 -2007-01-04 05:45:00,summer,4,0.068240,0.071000,0.024600,0.039120,0.091320,0.064800,0.210560,0.040000,0.058360,0.057240,0.061000 -2007-01-04 06:00:00,summer,4,0.079200,0.071520,0.031920,0.044840,0.095880,0.064600,0.211480,0.041000,0.062160,0.062760,0.064800 -2007-01-04 06:15:00,summer,4,0.091960,0.073080,0.043840,0.050840,0.101640,0.065360,0.211520,0.041000,0.067440,0.071160,0.069400 -2007-01-04 06:30:00,summer,4,0.104760,0.075920,0.060760,0.056160,0.106920,0.067880,0.211080,0.042000,0.074840,0.084040,0.075200 -2007-01-04 06:45:00,summer,4,0.115680,0.080360,0.083200,0.059680,0.110080,0.072880,0.210560,0.043000,0.085200,0.102800,0.082440 -2007-01-04 07:00:00,summer,4,0.123440,0.086600,0.111280,0.060800,0.110080,0.080920,0.210280,0.045000,0.098920,0.128120,0.091320 -2007-01-04 07:15:00,summer,4,0.128560,0.095120,0.143720,0.060440,0.108400,0.091640,0.210280,0.048000,0.114960,0.156920,0.101600 -2007-01-04 07:30:00,summer,4,0.132000,0.106280,0.179040,0.059920,0.107080,0.104440,0.210400,0.053000,0.131840,0.185240,0.112800 -2007-01-04 07:45:00,summer,4,0.134840,0.120520,0.215600,0.060640,0.108240,0.118760,0.210560,0.058000,0.148200,0.209120,0.124480 -2007-01-04 08:00:00,summer,4,0.137800,0.137840,0.251680,0.063640,0.113280,0.133960,0.210760,0.064000,0.162640,0.225240,0.136160 -2007-01-04 08:15:00,summer,4,0.140720,0.156240,0.284720,0.068800,0.120840,0.148800,0.210760,0.070000,0.173880,0.232640,0.146720 -2007-01-04 08:30:00,summer,4,0.143200,0.173400,0.312080,0.075760,0.128880,0.162160,0.210400,0.075000,0.180600,0.230880,0.155040 -2007-01-04 08:45:00,summer,4,0.144840,0.186880,0.330960,0.084120,0.135480,0.172760,0.209560,0.080000,0.181560,0.219640,0.159920 -2007-01-04 09:00:00,summer,4,0.145320,0.194960,0.339720,0.093480,0.139080,0.179760,0.208040,0.083000,0.176080,0.199400,0.160600 -2007-01-04 09:15:00,summer,4,0.144880,0.198680,0.340880,0.103160,0.140320,0.183920,0.205760,0.085000,0.166120,0.174080,0.157840 -2007-01-04 09:30:00,summer,4,0.143760,0.199800,0.338000,0.112360,0.140360,0.186320,0.202600,0.088000,0.154120,0.148440,0.152840 -2007-01-04 09:45:00,summer,4,0.142320,0.199960,0.334720,0.120320,0.140320,0.188080,0.198480,0.091000,0.142640,0.127360,0.146720 -2007-01-04 10:00:00,summer,4,0.140800,0.200600,0.333760,0.126480,0.141080,0.190040,0.193400,0.097000,0.133800,0.114400,0.140760 -2007-01-04 10:15:00,summer,4,0.139480,0.201840,0.334640,0.131040,0.142440,0.192160,0.187800,0.103000,0.128160,0.108720,0.135960 -2007-01-04 10:30:00,summer,4,0.138520,0.203560,0.336040,0.134400,0.143960,0.194000,0.182280,0.112000,0.125800,0.108280,0.133440 -2007-01-04 10:45:00,summer,4,0.138160,0.205560,0.336640,0.136960,0.145160,0.195280,0.177320,0.121000,0.126920,0.111000,0.134360 -2007-01-04 11:00:00,summer,4,0.138640,0.207600,0.335280,0.138960,0.145680,0.195640,0.173320,0.131000,0.131160,0.114960,0.139120 -2007-01-04 11:15:00,summer,4,0.140080,0.209120,0.331760,0.140280,0.145760,0.195280,0.169680,0.141000,0.136600,0.118760,0.145600 -2007-01-04 11:30:00,summer,4,0.142640,0.209600,0.325920,0.140680,0.145880,0.194480,0.165560,0.150000,0.140920,0.121000,0.151000 -2007-01-04 11:45:00,summer,4,0.146480,0.208360,0.317720,0.139880,0.146360,0.193480,0.160200,0.156000,0.141720,0.120320,0.152520 -2007-01-04 12:00:00,summer,4,0.151520,0.205040,0.307120,0.137760,0.147440,0.192320,0.153000,0.159000,0.137400,0.115960,0.148240 -2007-01-04 12:15:00,summer,4,0.156720,0.200000,0.294440,0.134640,0.148600,0.190280,0.144640,0.159000,0.129400,0.108960,0.139760 -2007-01-04 12:30:00,summer,4,0.160760,0.193760,0.280200,0.130960,0.149080,0.186480,0.136000,0.158000,0.119920,0.100920,0.129640 -2007-01-04 12:45:00,summer,4,0.162320,0.186880,0.264760,0.127160,0.148160,0.179960,0.127960,0.155000,0.111160,0.093480,0.120360 -2007-01-04 13:00:00,summer,4,0.160480,0.179880,0.249000,0.123680,0.145400,0.170360,0.121320,0.151000,0.104840,0.087880,0.113880 -2007-01-04 13:15:00,summer,4,0.156080,0.173400,0.235240,0.120880,0.141440,0.159320,0.116560,0.147000,0.100840,0.084200,0.109880 -2007-01-04 13:30:00,summer,4,0.150200,0.168040,0.226360,0.119000,0.137200,0.148880,0.113960,0.142000,0.098520,0.082240,0.107680 -2007-01-04 13:45:00,summer,4,0.144000,0.164440,0.225040,0.118360,0.133640,0.141280,0.113840,0.135000,0.097240,0.081800,0.106360 -2007-01-04 14:00:00,summer,4,0.138440,0.163040,0.232720,0.119200,0.131480,0.138120,0.116280,0.127000,0.096560,0.082520,0.105280 -2007-01-04 14:15:00,summer,4,0.133600,0.163480,0.245280,0.121200,0.130640,0.139160,0.120080,0.118000,0.096200,0.083960,0.104480 -2007-01-04 14:30:00,summer,4,0.129360,0.165360,0.257160,0.123960,0.130880,0.143760,0.123800,0.109000,0.096160,0.085440,0.103960 -2007-01-04 14:45:00,summer,4,0.125680,0.168200,0.262880,0.127160,0.131840,0.151160,0.125960,0.103000,0.096320,0.086440,0.103880 -2007-01-04 15:00:00,summer,4,0.122440,0.171440,0.258360,0.130400,0.133320,0.160600,0.125480,0.099000,0.096640,0.086520,0.104240 -2007-01-04 15:15:00,summer,4,0.119640,0.174640,0.245680,0.133400,0.135000,0.170640,0.123000,0.097000,0.097000,0.085880,0.104880 -2007-01-04 15:30:00,summer,4,0.117400,0.177160,0.228360,0.136000,0.136640,0.179720,0.119480,0.097000,0.097240,0.084960,0.105400 -2007-01-04 15:45:00,summer,4,0.115680,0.178480,0.209920,0.137920,0.137880,0.186280,0.115880,0.098000,0.097240,0.084120,0.105520 -2007-01-04 16:00:00,summer,4,0.114640,0.178200,0.193120,0.139160,0.138600,0.189240,0.112960,0.099000,0.097000,0.083640,0.105120 -2007-01-04 16:15:00,summer,4,0.114240,0.176840,0.177600,0.140360,0.138960,0.189480,0.110880,0.101000,0.096840,0.083440,0.104680 -2007-01-04 16:30:00,summer,4,0.114600,0.175120,0.162160,0.142280,0.139240,0.188320,0.109560,0.103000,0.097080,0.083280,0.104840 -2007-01-04 16:45:00,summer,4,0.115680,0.173800,0.145600,0.145760,0.139720,0.187160,0.108800,0.106000,0.098200,0.082960,0.106360 -2007-01-04 17:00:00,summer,4,0.117600,0.173200,0.127320,0.151200,0.140560,0.186960,0.108560,0.111000,0.100560,0.082800,0.109600 -2007-01-04 17:15:00,summer,4,0.120320,0.172400,0.108440,0.157880,0.141560,0.187160,0.108200,0.116000,0.104800,0.085720,0.114320 -2007-01-04 17:30:00,summer,4,0.123880,0.170200,0.090640,0.164560,0.142400,0.186920,0.107160,0.121000,0.111520,0.095160,0.120000 -2007-01-04 17:45:00,summer,4,0.128160,0.165400,0.075640,0.170200,0.142720,0.185360,0.104800,0.127000,0.121360,0.114480,0.126120 -2007-01-04 18:00:00,summer,4,0.133240,0.157080,0.064640,0.173920,0.142280,0.181720,0.100680,0.132000,0.134400,0.145280,0.132280 -2007-01-04 18:15:00,summer,4,0.138920,0.146120,0.056960,0.176000,0.141280,0.175680,0.095240,0.137000,0.148920,0.181120,0.138360 -2007-01-04 18:30:00,summer,4,0.145040,0.133840,0.051520,0.177160,0.139920,0.167080,0.089040,0.141000,0.162640,0.213760,0.144280 -2007-01-04 18:45:00,summer,4,0.151480,0.121480,0.047280,0.178040,0.138480,0.155680,0.082600,0.146000,0.173200,0.234840,0.150040 -2007-01-04 19:00:00,summer,4,0.157960,0.110120,0.043320,0.179080,0.137160,0.141720,0.076560,0.149000,0.178920,0.238360,0.155400 -2007-01-04 19:15:00,summer,4,0.163800,0.100560,0.039640,0.180200,0.135840,0.127160,0.071160,0.152000,0.179800,0.227640,0.159520 -2007-01-04 19:30:00,summer,4,0.168280,0.093240,0.036480,0.181240,0.134360,0.114240,0.066720,0.154000,0.176480,0.208240,0.161400 -2007-01-04 19:45:00,summer,4,0.170640,0.088760,0.034040,0.181960,0.132440,0.105280,0.063480,0.156000,0.169520,0.185760,0.159920 -2007-01-04 20:00:00,summer,4,0.170400,0.087400,0.032480,0.182120,0.130040,0.101840,0.061600,0.156000,0.159600,0.164880,0.154600 -2007-01-04 20:15:00,summer,4,0.168320,0.088120,0.031560,0.181640,0.127240,0.102280,0.060640,0.156000,0.148080,0.146480,0.146600 -2007-01-04 20:30:00,summer,4,0.165280,0.089600,0.030920,0.180320,0.124160,0.104200,0.060080,0.155000,0.136400,0.130480,0.137640 -2007-01-04 20:45:00,summer,4,0.162320,0.090640,0.030240,0.178040,0.120960,0.105280,0.059440,0.154000,0.125960,0.116840,0.129440 -2007-01-04 21:00:00,summer,4,0.160120,0.090160,0.029320,0.174640,0.117800,0.103680,0.058320,0.152000,0.117920,0.105440,0.123200 -2007-01-04 21:15:00,summer,4,0.158440,0.088520,0.028240,0.169880,0.114840,0.099960,0.056960,0.150000,0.111880,0.096120,0.118640 -2007-01-04 21:30:00,summer,4,0.156840,0.086280,0.027200,0.163600,0.112240,0.095320,0.055840,0.146000,0.107080,0.088720,0.114920 -2007-01-04 21:45:00,summer,4,0.154800,0.084080,0.026480,0.155520,0.110080,0.090880,0.055400,0.140000,0.102800,0.082960,0.111280 -2007-01-04 22:00:00,summer,4,0.151920,0.082440,0.026200,0.145600,0.108480,0.087560,0.056040,0.130000,0.098480,0.078640,0.107120 -2007-01-04 22:15:00,summer,4,0.147880,0.081240,0.026200,0.134320,0.107200,0.085200,0.057640,0.119000,0.094080,0.075320,0.102480 -2007-01-04 22:30:00,summer,4,0.142560,0.080320,0.026360,0.122400,0.106000,0.083440,0.060160,0.106000,0.089600,0.072640,0.097480 -2007-01-04 22:45:00,summer,4,0.135680,0.079440,0.026480,0.110520,0.104640,0.081880,0.063480,0.095000,0.085200,0.070080,0.092320 -2007-01-04 23:00:00,summer,4,0.127200,0.078400,0.026360,0.099240,0.102880,0.080240,0.067280,0.085000,0.080960,0.067400,0.087200 -2007-01-04 23:15:00,summer,4,0.117480,0.077200,0.026000,0.088640,0.101040,0.078560,0.070600,0.076000,0.076920,0.064600,0.082240 -2007-01-04 23:30:00,summer,4,0.107080,0.075680,0.025400,0.078720,0.099480,0.076960,0.072400,0.069000,0.073080,0.061920,0.077600 -2007-01-04 23:45:00,summer,4,0.096560,0.073800,0.024600,0.069440,0.098560,0.075600,0.071520,0.062000,0.069480,0.059600,0.073360 -2007-01-05 00:00:00,summer,5,0.086360,0.071560,0.023560,0.060840,0.098520,0.074480,0.067360,0.057000,0.066160,0.057680,0.069680 -2007-01-05 00:15:00,summer,5,0.076960,0.068960,0.022040,0.052960,0.098960,0.073640,0.061160,0.052000,0.063160,0.056160,0.066560 -2007-01-05 00:30:00,summer,5,0.068840,0.066280,0.021520,0.046000,0.099360,0.072840,0.054600,0.048000,0.060520,0.054880,0.063920 -2007-01-05 00:45:00,summer,5,0.062440,0.063520,0.020800,0.040120,0.099200,0.072000,0.049360,0.045000,0.058360,0.053760,0.061840 -2007-01-05 01:00:00,summer,5,0.058040,0.060960,0.020480,0.035360,0.098080,0.071000,0.046720,0.043000,0.056680,0.052600,0.060160 -2007-01-05 01:15:00,summer,5,0.055280,0.058600,0.020440,0.031720,0.096440,0.070000,0.045960,0.042000,0.055400,0.051560,0.058880 -2007-01-05 01:30:00,summer,5,0.053600,0.056600,0.020600,0.029080,0.094800,0.069080,0.045880,0.041000,0.054440,0.050760,0.057840 -2007-01-05 01:45:00,summer,5,0.052440,0.055120,0.020800,0.027400,0.093760,0.068400,0.045320,0.040000,0.053720,0.050240,0.056880 -2007-01-05 02:00:00,summer,5,0.051360,0.054200,0.020920,0.026480,0.093640,0.068000,0.043920,0.040000,0.053160,0.050080,0.055960 -2007-01-05 02:15:00,summer,5,0.050240,0.053680,0.021000,0.026160,0.094120,0.067840,0.044280,0.039000,0.052680,0.050200,0.055080 -2007-01-05 02:30:00,summer,5,0.049240,0.053440,0.020960,0.026240,0.094760,0.067720,0.050000,0.038000,0.052280,0.050280,0.054280 -2007-01-05 02:45:00,summer,5,0.048280,0.053240,0.020800,0.026400,0.094960,0.067480,0.064480,0.038000,0.051880,0.050240,0.053600 -2007-01-05 03:00:00,summer,5,0.047440,0.053080,0.020600,0.026520,0.094400,0.067000,0.089640,0.038000,0.051440,0.049840,0.053080 -2007-01-05 03:15:00,summer,5,0.046840,0.053240,0.020400,0.026560,0.093360,0.066440,0.121040,0.038000,0.050960,0.049240,0.052640 -2007-01-05 03:30:00,summer,5,0.046560,0.054080,0.020440,0.026520,0.092200,0.065960,0.152640,0.038000,0.050480,0.048560,0.052320 -2007-01-05 03:45:00,summer,5,0.046600,0.056080,0.020800,0.026400,0.091320,0.065680,0.178320,0.038000,0.050000,0.047920,0.051920 -2007-01-05 04:00:00,summer,5,0.047120,0.059360,0.021560,0.026280,0.091040,0.065800,0.193680,0.038000,0.049600,0.047440,0.051520 -2007-01-05 04:15:00,summer,5,0.048000,0.063360,0.022400,0.026280,0.091080,0.066120,0.200560,0.037000,0.049360,0.047240,0.051280 -2007-01-05 04:30:00,summer,5,0.049240,0.067200,0.022920,0.026600,0.091120,0.066440,0.202360,0.037000,0.049480,0.047360,0.051320 -2007-01-05 04:45:00,summer,5,0.050760,0.070080,0.022680,0.027400,0.090720,0.066600,0.202520,0.037000,0.050000,0.047920,0.051920 -2007-01-05 05:00:00,summer,5,0.052640,0.071400,0.021600,0.028880,0.089760,0.066360,0.203760,0.038000,0.051160,0.048920,0.053240 -2007-01-05 05:15:00,summer,5,0.055640,0.071560,0.020680,0.031200,0.088960,0.065880,0.206040,0.039000,0.052920,0.050680,0.055200 -2007-01-05 05:30:00,summer,5,0.060520,0.071200,0.021240,0.034560,0.089160,0.065320,0.208560,0.040000,0.055320,0.053360,0.057800 -2007-01-05 05:45:00,summer,5,0.068240,0.071000,0.024600,0.039120,0.091320,0.064800,0.210560,0.040000,0.058360,0.057240,0.061000 -2007-01-05 06:00:00,summer,5,0.079200,0.071520,0.031920,0.044840,0.095880,0.064600,0.211480,0.041000,0.062160,0.062760,0.064800 -2007-01-05 06:15:00,summer,5,0.091960,0.073080,0.043840,0.050840,0.101640,0.065360,0.211520,0.041000,0.067440,0.071160,0.069400 -2007-01-05 06:30:00,summer,5,0.104760,0.075920,0.060760,0.056160,0.106920,0.067880,0.211080,0.042000,0.074840,0.084040,0.075200 -2007-01-05 06:45:00,summer,5,0.115680,0.080360,0.083200,0.059680,0.110080,0.072880,0.210560,0.043000,0.085200,0.102800,0.082440 -2007-01-05 07:00:00,summer,5,0.123440,0.086600,0.111280,0.060800,0.110080,0.080920,0.210280,0.045000,0.098920,0.128120,0.091320 -2007-01-05 07:15:00,summer,5,0.128560,0.095120,0.143720,0.060440,0.108400,0.091640,0.210280,0.048000,0.114960,0.156920,0.101600 -2007-01-05 07:30:00,summer,5,0.132000,0.106280,0.179040,0.059920,0.107080,0.104440,0.210400,0.053000,0.131840,0.185240,0.112800 -2007-01-05 07:45:00,summer,5,0.134840,0.120520,0.215600,0.060640,0.108240,0.118760,0.210560,0.058000,0.148200,0.209120,0.124480 -2007-01-05 08:00:00,summer,5,0.137800,0.137840,0.251680,0.063640,0.113280,0.133960,0.210760,0.064000,0.162640,0.225240,0.136160 -2007-01-05 08:15:00,summer,5,0.140720,0.156240,0.284720,0.068800,0.120840,0.148800,0.210760,0.070000,0.173880,0.232640,0.146720 -2007-01-05 08:30:00,summer,5,0.143200,0.173400,0.312080,0.075760,0.128880,0.162160,0.210400,0.075000,0.180600,0.230880,0.155040 -2007-01-05 08:45:00,summer,5,0.144840,0.186880,0.330960,0.084120,0.135480,0.172760,0.209560,0.080000,0.181560,0.219640,0.159920 -2007-01-05 09:00:00,summer,5,0.145320,0.194960,0.339720,0.093480,0.139080,0.179760,0.208040,0.083000,0.176080,0.199400,0.160600 -2007-01-05 09:15:00,summer,5,0.144880,0.198680,0.340880,0.103160,0.140320,0.183920,0.205760,0.085000,0.166120,0.174080,0.157840 -2007-01-05 09:30:00,summer,5,0.143760,0.199800,0.338000,0.112360,0.140360,0.186320,0.202600,0.088000,0.154120,0.148440,0.152840 -2007-01-05 09:45:00,summer,5,0.142320,0.199960,0.334720,0.120320,0.140320,0.188080,0.198480,0.091000,0.142640,0.127360,0.146720 -2007-01-05 10:00:00,summer,5,0.140800,0.200600,0.333760,0.126480,0.141080,0.190040,0.193400,0.097000,0.133800,0.114400,0.140760 -2007-01-05 10:15:00,summer,5,0.139480,0.201840,0.334640,0.131040,0.142440,0.192160,0.187800,0.103000,0.128160,0.108720,0.135960 -2007-01-05 10:30:00,summer,5,0.138520,0.203560,0.336040,0.134400,0.143960,0.194000,0.182280,0.112000,0.125800,0.108280,0.133440 -2007-01-05 10:45:00,summer,5,0.138160,0.205560,0.336640,0.136960,0.145160,0.195280,0.177320,0.121000,0.126920,0.111000,0.134360 -2007-01-05 11:00:00,summer,5,0.138640,0.207600,0.335280,0.138960,0.145680,0.195640,0.173320,0.131000,0.131160,0.114960,0.139120 -2007-01-05 11:15:00,summer,5,0.140080,0.209120,0.331760,0.140280,0.145760,0.195280,0.169680,0.141000,0.136600,0.118760,0.145600 -2007-01-05 11:30:00,summer,5,0.142640,0.209600,0.325920,0.140680,0.145880,0.194480,0.165560,0.150000,0.140920,0.121000,0.151000 -2007-01-05 11:45:00,summer,5,0.146480,0.208360,0.317720,0.139880,0.146360,0.193480,0.160200,0.156000,0.141720,0.120320,0.152520 -2007-01-05 12:00:00,summer,5,0.151520,0.205040,0.307120,0.137760,0.147440,0.192320,0.153000,0.159000,0.137400,0.115960,0.148240 -2007-01-05 12:15:00,summer,5,0.156720,0.200000,0.294440,0.134640,0.148600,0.190280,0.144640,0.159000,0.129400,0.108960,0.139760 -2007-01-05 12:30:00,summer,5,0.160760,0.193760,0.280200,0.130960,0.149080,0.186480,0.136000,0.158000,0.119920,0.100920,0.129640 -2007-01-05 12:45:00,summer,5,0.162320,0.186880,0.264760,0.127160,0.148160,0.179960,0.127960,0.155000,0.111160,0.093480,0.120360 -2007-01-05 13:00:00,summer,5,0.160480,0.179880,0.249000,0.123680,0.145400,0.170360,0.121320,0.151000,0.104840,0.087880,0.113880 -2007-01-05 13:15:00,summer,5,0.156080,0.173400,0.235240,0.120880,0.141440,0.159320,0.116560,0.147000,0.100840,0.084200,0.109880 -2007-01-05 13:30:00,summer,5,0.150200,0.168040,0.226360,0.119000,0.137200,0.148880,0.113960,0.142000,0.098520,0.082240,0.107680 -2007-01-05 13:45:00,summer,5,0.144000,0.164440,0.225040,0.118360,0.133640,0.141280,0.113840,0.135000,0.097240,0.081800,0.106360 -2007-01-05 14:00:00,summer,5,0.138440,0.163040,0.232720,0.119200,0.131480,0.138120,0.116280,0.127000,0.096560,0.082520,0.105280 -2007-01-05 14:15:00,summer,5,0.133600,0.163480,0.245280,0.121200,0.130640,0.139160,0.120080,0.118000,0.096200,0.083960,0.104480 -2007-01-05 14:30:00,summer,5,0.129360,0.165360,0.257160,0.123960,0.130880,0.143760,0.123800,0.109000,0.096160,0.085440,0.103960 -2007-01-05 14:45:00,summer,5,0.125680,0.168200,0.262880,0.127160,0.131840,0.151160,0.125960,0.103000,0.096320,0.086440,0.103880 -2007-01-05 15:00:00,summer,5,0.122440,0.171440,0.258360,0.130400,0.133320,0.160600,0.125480,0.099000,0.096640,0.086520,0.104240 -2007-01-05 15:15:00,summer,5,0.119640,0.174640,0.245680,0.133400,0.135000,0.170640,0.123000,0.097000,0.097000,0.085880,0.104880 -2007-01-05 15:30:00,summer,5,0.117400,0.177160,0.228360,0.136000,0.136640,0.179720,0.119480,0.097000,0.097240,0.084960,0.105400 -2007-01-05 15:45:00,summer,5,0.115680,0.178480,0.209920,0.137920,0.137880,0.186280,0.115880,0.098000,0.097240,0.084120,0.105520 -2007-01-05 16:00:00,summer,5,0.114640,0.178200,0.193120,0.139160,0.138600,0.189240,0.112960,0.099000,0.097000,0.083640,0.105120 -2007-01-05 16:15:00,summer,5,0.114240,0.176840,0.177600,0.140360,0.138960,0.189480,0.110880,0.101000,0.096840,0.083440,0.104680 -2007-01-05 16:30:00,summer,5,0.114600,0.175120,0.162160,0.142280,0.139240,0.188320,0.109560,0.103000,0.097080,0.083280,0.104840 -2007-01-05 16:45:00,summer,5,0.115680,0.173800,0.145600,0.145760,0.139720,0.187160,0.108800,0.106000,0.098200,0.082960,0.106360 -2007-01-05 17:00:00,summer,5,0.117600,0.173200,0.127320,0.151200,0.140560,0.186960,0.108560,0.111000,0.100560,0.082800,0.109600 -2007-01-05 17:15:00,summer,5,0.120320,0.172400,0.108440,0.157880,0.141560,0.187160,0.108200,0.116000,0.104800,0.085720,0.114320 -2007-01-05 17:30:00,summer,5,0.123880,0.170200,0.090640,0.164560,0.142400,0.186920,0.107160,0.121000,0.111520,0.095160,0.120000 -2007-01-05 17:45:00,summer,5,0.128160,0.165400,0.075640,0.170200,0.142720,0.185360,0.104800,0.127000,0.121360,0.114480,0.126120 -2007-01-05 18:00:00,summer,5,0.133240,0.157080,0.064640,0.173920,0.142280,0.181720,0.100680,0.132000,0.134400,0.145280,0.132280 -2007-01-05 18:15:00,summer,5,0.138920,0.146120,0.056960,0.176000,0.141280,0.175680,0.095240,0.137000,0.148920,0.181120,0.138360 -2007-01-05 18:30:00,summer,5,0.145040,0.133840,0.051520,0.177160,0.139920,0.167080,0.089040,0.141000,0.162640,0.213760,0.144280 -2007-01-05 18:45:00,summer,5,0.151480,0.121480,0.047280,0.178040,0.138480,0.155680,0.082600,0.146000,0.173200,0.234840,0.150040 -2007-01-05 19:00:00,summer,5,0.157960,0.110120,0.043320,0.179080,0.137160,0.141720,0.076560,0.149000,0.178920,0.238360,0.155400 -2007-01-05 19:15:00,summer,5,0.163800,0.100560,0.039640,0.180200,0.135840,0.127160,0.071160,0.152000,0.179800,0.227640,0.159520 -2007-01-05 19:30:00,summer,5,0.168280,0.093240,0.036480,0.181240,0.134360,0.114240,0.066720,0.154000,0.176480,0.208240,0.161400 -2007-01-05 19:45:00,summer,5,0.170640,0.088760,0.034040,0.181960,0.132440,0.105280,0.063480,0.156000,0.169520,0.185760,0.159920 -2007-01-05 20:00:00,summer,5,0.170400,0.087400,0.032480,0.182120,0.130040,0.101840,0.061600,0.156000,0.159600,0.164880,0.154600 -2007-01-05 20:15:00,summer,5,0.168320,0.088120,0.031560,0.181640,0.127240,0.102280,0.060640,0.156000,0.148080,0.146480,0.146600 -2007-01-05 20:30:00,summer,5,0.165280,0.089600,0.030920,0.180320,0.124160,0.104200,0.060080,0.155000,0.136400,0.130480,0.137640 -2007-01-05 20:45:00,summer,5,0.162320,0.090640,0.030240,0.178040,0.120960,0.105280,0.059440,0.154000,0.125960,0.116840,0.129440 -2007-01-05 21:00:00,summer,5,0.160120,0.090160,0.029320,0.174640,0.117800,0.103680,0.058320,0.152000,0.117920,0.105440,0.123200 -2007-01-05 21:15:00,summer,5,0.158440,0.088520,0.028240,0.169880,0.114840,0.099960,0.056960,0.150000,0.111880,0.096120,0.118640 -2007-01-05 21:30:00,summer,5,0.156840,0.086280,0.027200,0.163600,0.112240,0.095320,0.055840,0.146000,0.107080,0.088720,0.114920 -2007-01-05 21:45:00,summer,5,0.154800,0.084080,0.026480,0.155520,0.110080,0.090880,0.055400,0.140000,0.102800,0.082960,0.111280 -2007-01-05 22:00:00,summer,5,0.151920,0.082440,0.026200,0.145600,0.108480,0.087560,0.056040,0.130000,0.098480,0.078640,0.107120 -2007-01-05 22:15:00,summer,5,0.147880,0.081240,0.026200,0.134320,0.107200,0.085200,0.057640,0.119000,0.094080,0.075320,0.102480 -2007-01-05 22:30:00,summer,5,0.142560,0.080320,0.026360,0.122400,0.106000,0.083440,0.060160,0.106000,0.089600,0.072640,0.097480 -2007-01-05 22:45:00,summer,5,0.135680,0.079440,0.026480,0.110520,0.104640,0.081880,0.063480,0.095000,0.085200,0.070080,0.092320 -2007-01-05 23:00:00,summer,5,0.127200,0.078400,0.026360,0.099240,0.102880,0.080240,0.067280,0.085000,0.080960,0.067400,0.087200 -2007-01-05 23:15:00,summer,5,0.117480,0.077200,0.026000,0.088640,0.101040,0.078560,0.070600,0.076000,0.076920,0.064600,0.082240 -2007-01-05 23:30:00,summer,5,0.107080,0.075680,0.025400,0.078720,0.099480,0.076960,0.072400,0.069000,0.073080,0.061920,0.077600 -2007-01-05 23:45:00,summer,5,0.096560,0.073800,0.024600,0.069440,0.098560,0.075600,0.071520,0.062000,0.069480,0.059600,0.073360 -2007-01-06 00:00:00,summer,6,0.089840,0.074640,0.023560,0.063080,0.099000,0.075320,0.091760,0.060000,0.067200,0.067200,0.070880 -2007-01-06 00:15:00,summer,6,0.084880,0.076200,0.022480,0.058000,0.100000,0.075480,0.118240,0.059000,0.065600,0.065600,0.069240 -2007-01-06 00:30:00,summer,6,0.080720,0.077720,0.021520,0.053520,0.100880,0.075720,0.145560,0.059000,0.064280,0.064280,0.068040 -2007-01-06 00:45:00,summer,6,0.076560,0.078480,0.020800,0.048920,0.101000,0.075600,0.168280,0.059000,0.063000,0.063000,0.066760 -2007-01-06 01:00:00,summer,6,0.071720,0.077880,0.020480,0.043640,0.099840,0.074840,0.182200,0.057000,0.061440,0.061440,0.065120 -2007-01-06 01:15:00,summer,6,0.066560,0.076280,0.020480,0.038160,0.097880,0.073640,0.188440,0.054000,0.059760,0.059760,0.063160 -2007-01-06 01:30:00,summer,6,0.061600,0.074120,0.020640,0.033160,0.095800,0.072280,0.189400,0.051000,0.058040,0.058040,0.061160 -2007-01-06 01:45:00,summer,6,0.057440,0.071960,0.020800,0.029360,0.094360,0.071080,0.187400,0.049000,0.056520,0.056520,0.059360 -2007-01-06 02:00:00,summer,6,0.054480,0.070200,0.020880,0.027200,0.093960,0.070280,0.184600,0.047000,0.055240,0.055240,0.057920 -2007-01-06 02:15:00,summer,6,0.052560,0.068880,0.020880,0.026360,0.094320,0.069800,0.182240,0.045000,0.054240,0.054240,0.056840 -2007-01-06 02:30:00,summer,6,0.051440,0.067920,0.020840,0.026320,0.094840,0.069520,0.181160,0.044000,0.053440,0.053440,0.055960 -2007-01-06 02:45:00,summer,6,0.050760,0.067280,0.020800,0.026400,0.094960,0.069280,0.182360,0.044000,0.052800,0.052800,0.055240 -2007-01-06 03:00:00,summer,6,0.050320,0.066880,0.020800,0.026240,0.094280,0.069040,0.186440,0.043000,0.052240,0.052240,0.054520 -2007-01-06 03:15:00,summer,6,0.050040,0.066720,0.020800,0.025800,0.093040,0.068800,0.192600,0.043000,0.051800,0.051800,0.053880 -2007-01-06 03:30:00,summer,6,0.049880,0.066840,0.020840,0.025200,0.091720,0.068560,0.199680,0.042000,0.051360,0.051360,0.053280 -2007-01-06 03:45:00,summer,6,0.049920,0.067280,0.020800,0.024440,0.090720,0.068400,0.206560,0.042000,0.050960,0.050960,0.052760 -2007-01-06 04:00:00,summer,6,0.050120,0.068040,0.020720,0.023760,0.090320,0.068320,0.212280,0.041000,0.050560,0.050560,0.052360 -2007-01-06 04:15:00,summer,6,0.050400,0.069000,0.020680,0.023320,0.090240,0.068320,0.217000,0.039000,0.050200,0.050200,0.052080 -2007-01-06 04:30:00,summer,6,0.050640,0.070040,0.020680,0.023480,0.090120,0.068320,0.221000,0.039000,0.050000,0.050000,0.051920 -2007-01-06 04:45:00,summer,6,0.050760,0.071000,0.020800,0.024440,0.089520,0.068400,0.224680,0.038000,0.050000,0.050000,0.051920 -2007-01-06 05:00:00,summer,6,0.050760,0.071800,0.021120,0.026480,0.088240,0.068400,0.228240,0.038000,0.050280,0.050280,0.052120 -2007-01-06 05:15:00,summer,6,0.050880,0.072400,0.021560,0.029560,0.087040,0.068320,0.231520,0.039000,0.050840,0.050840,0.052560 -2007-01-06 05:30:00,summer,6,0.051600,0.072760,0.022120,0.033480,0.086720,0.068040,0.234120,0.040000,0.051680,0.051680,0.053320 -2007-01-06 05:45:00,summer,6,0.053280,0.072880,0.022680,0.038160,0.088280,0.067480,0.235760,0.040000,0.052800,0.052800,0.054400 -2007-01-06 06:00:00,summer,6,0.056200,0.072960,0.023240,0.043320,0.092200,0.066880,0.236240,0.041000,0.054360,0.054360,0.056000 -2007-01-06 06:15:00,summer,6,0.060400,0.073920,0.023760,0.048120,0.097360,0.067680,0.235800,0.042000,0.057160,0.057160,0.058440 -2007-01-06 06:30:00,summer,6,0.065840,0.076960,0.024240,0.051600,0.102200,0.071800,0.234840,0.044000,0.062160,0.062160,0.062160 -2007-01-06 06:45:00,summer,6,0.072400,0.083160,0.024600,0.052840,0.105240,0.081000,0.233760,0.046000,0.070400,0.070400,0.067600 -2007-01-06 07:00:00,summer,6,0.080040,0.093240,0.024880,0.051240,0.105520,0.096280,0.232640,0.049000,0.082440,0.082440,0.075080 -2007-01-06 07:15:00,summer,6,0.088480,0.106200,0.025200,0.048200,0.104640,0.115440,0.230440,0.053000,0.097440,0.097440,0.084360 -2007-01-06 07:30:00,summer,6,0.097400,0.120440,0.025680,0.045520,0.104640,0.135360,0.225880,0.057000,0.114200,0.114200,0.095160 -2007-01-06 07:45:00,summer,6,0.106520,0.134560,0.026480,0.045000,0.107640,0.152960,0.217640,0.061000,0.131520,0.131520,0.107160 -2007-01-06 08:00:00,summer,6,0.115600,0.147160,0.027720,0.048040,0.115040,0.165920,0.204960,0.064000,0.148200,0.148200,0.119920 -2007-01-06 08:15:00,summer,6,0.124400,0.157800,0.029400,0.054200,0.125000,0.174720,0.189400,0.067000,0.162760,0.162760,0.132640 -2007-01-06 08:30:00,summer,6,0.132800,0.166160,0.031480,0.062600,0.134880,0.180480,0.173080,0.070000,0.173760,0.173760,0.144360 -2007-01-06 08:45:00,summer,6,0.140680,0.171920,0.034040,0.072400,0.142120,0.184480,0.158200,0.074000,0.179680,0.179680,0.154160 -2007-01-06 09:00:00,summer,6,0.147800,0.175000,0.036960,0.082760,0.144840,0.187640,0.146400,0.079000,0.179640,0.179640,0.161240 -2007-01-06 09:15:00,summer,6,0.153960,0.176120,0.040040,0.093080,0.144160,0.190240,0.137680,0.085000,0.174880,0.174880,0.165520 -2007-01-06 09:30:00,summer,6,0.158920,0.176320,0.042920,0.102880,0.141840,0.192480,0.131680,0.092000,0.167200,0.167200,0.167000 -2007-01-06 09:45:00,summer,6,0.162320,0.176600,0.045400,0.111520,0.139720,0.194360,0.127960,0.100000,0.158400,0.158400,0.165680 -2007-01-06 10:00:00,summer,6,0.164080,0.177680,0.047160,0.118600,0.139200,0.196040,0.126040,0.110000,0.150160,0.150160,0.162000 -2007-01-06 10:15:00,summer,6,0.164720,0.179400,0.048320,0.124160,0.140000,0.197480,0.125320,0.120000,0.143440,0.143440,0.157360 -2007-01-06 10:30:00,summer,6,0.165000,0.181360,0.048960,0.128280,0.141400,0.198720,0.125200,0.130000,0.139120,0.139120,0.153600 -2007-01-06 10:45:00,summer,6,0.165640,0.183120,0.049160,0.131080,0.142720,0.199760,0.124920,0.137000,0.138000,0.138000,0.152520 -2007-01-06 11:00:00,summer,6,0.167120,0.184440,0.049000,0.132720,0.143440,0.200600,0.124160,0.143000,0.140440,0.140440,0.155160 -2007-01-06 11:15:00,summer,6,0.169440,0.185160,0.048400,0.133400,0.143640,0.201400,0.123160,0.146000,0.144400,0.144400,0.159640 -2007-01-06 11:30:00,summer,6,0.172360,0.185360,0.047240,0.133440,0.143720,0.202280,0.122560,0.147000,0.147520,0.147520,0.163200 -2007-01-06 11:45:00,summer,6,0.175600,0.185000,0.045400,0.133040,0.143920,0.203360,0.122920,0.148000,0.147280,0.147280,0.163240 -2007-01-06 12:00:00,summer,6,0.178960,0.184120,0.042840,0.132440,0.144480,0.204680,0.124440,0.148000,0.142000,0.142000,0.157840 -2007-01-06 12:15:00,summer,6,0.181840,0.182440,0.039840,0.131840,0.145000,0.205520,0.125920,0.147000,0.133080,0.133080,0.148480 -2007-01-06 12:30:00,summer,6,0.183720,0.179680,0.036800,0.131320,0.145000,0.205080,0.125920,0.146000,0.122680,0.122680,0.137440 -2007-01-06 12:45:00,summer,6,0.183960,0.175640,0.034040,0.131080,0.143920,0.202480,0.122920,0.144000,0.113000,0.113000,0.126960 -2007-01-06 13:00:00,summer,6,0.182160,0.170120,0.031880,0.131160,0.141480,0.197000,0.115960,0.143000,0.105760,0.105760,0.118800 -2007-01-06 13:15:00,summer,6,0.178680,0.163080,0.030320,0.131440,0.137800,0.188680,0.106400,0.142000,0.100600,0.100600,0.112760 -2007-01-06 13:30:00,summer,6,0.174120,0.154600,0.029160,0.131800,0.133240,0.177560,0.096000,0.142000,0.096800,0.096800,0.108040 -2007-01-06 13:45:00,summer,6,0.168960,0.144840,0.028360,0.132040,0.128200,0.163760,0.086640,0.144000,0.093560,0.093560,0.103880 -2007-01-06 14:00:00,summer,6,0.163760,0.133920,0.027800,0.132120,0.123040,0.147720,0.079840,0.148000,0.090280,0.090280,0.099720 -2007-01-06 14:15:00,summer,6,0.158840,0.122680,0.027320,0.132160,0.118160,0.130960,0.075600,0.154000,0.087120,0.087120,0.095760 -2007-01-06 14:30:00,summer,6,0.154640,0.112000,0.026920,0.132400,0.114080,0.115320,0.073600,0.161000,0.084400,0.084400,0.092360 -2007-01-06 14:45:00,summer,6,0.151480,0.102760,0.026480,0.133040,0.111280,0.102600,0.073560,0.167000,0.082440,0.082440,0.089840 -2007-01-06 15:00:00,summer,6,0.149560,0.095680,0.025920,0.134240,0.110040,0.094120,0.075000,0.174000,0.081480,0.081480,0.088520 -2007-01-06 15:15:00,summer,6,0.148560,0.090360,0.025360,0.135920,0.109960,0.089200,0.077240,0.179000,0.081280,0.081280,0.088040 -2007-01-06 15:30:00,summer,6,0.148000,0.086400,0.024880,0.137840,0.110560,0.086720,0.079360,0.183000,0.081400,0.081400,0.088080 -2007-01-06 15:45:00,summer,6,0.147320,0.083160,0.024600,0.139880,0.111280,0.085480,0.080600,0.185000,0.081520,0.081520,0.088200 -2007-01-06 16:00:00,summer,6,0.146240,0.080280,0.024560,0.141880,0.111680,0.084480,0.080320,0.184000,0.081320,0.081320,0.088200 -2007-01-06 16:15:00,summer,6,0.145040,0.077800,0.024680,0.144040,0.111880,0.083480,0.078840,0.182000,0.081240,0.081240,0.088320 -2007-01-06 16:30:00,summer,6,0.144160,0.075920,0.024760,0.146560,0.112080,0.082360,0.076720,0.180000,0.081760,0.081760,0.089000 -2007-01-06 16:45:00,summer,6,0.144000,0.074760,0.024600,0.149680,0.112480,0.081000,0.074560,0.179000,0.083360,0.083360,0.090680 -2007-01-06 17:00:00,summer,6,0.144920,0.074440,0.024080,0.153440,0.113200,0.079360,0.072760,0.180000,0.086560,0.086560,0.093680 -2007-01-06 17:15:00,summer,6,0.146960,0.074800,0.023440,0.157440,0.113960,0.077840,0.071160,0.184000,0.091720,0.091720,0.097960 -2007-01-06 17:30:00,summer,6,0.150000,0.075600,0.022880,0.160960,0.114240,0.076760,0.069520,0.189000,0.099160,0.099160,0.103320 -2007-01-06 17:45:00,summer,6,0.153960,0.076600,0.022680,0.163360,0.113680,0.076480,0.067520,0.196000,0.109320,0.109320,0.109640 -2007-01-06 18:00:00,summer,6,0.158760,0.077600,0.023000,0.164200,0.112120,0.077280,0.064960,0.205000,0.122080,0.122080,0.116680 -2007-01-06 18:15:00,summer,6,0.164000,0.078440,0.023600,0.163720,0.110200,0.078720,0.062280,0.213000,0.135840,0.135840,0.123840 -2007-01-06 18:30:00,summer,6,0.169200,0.079080,0.024240,0.162320,0.109000,0.080160,0.059960,0.222000,0.148640,0.148640,0.130480 -2007-01-06 18:45:00,summer,6,0.173960,0.079440,0.024600,0.160440,0.109480,0.081000,0.058440,0.229000,0.158400,0.158400,0.136040 -2007-01-06 19:00:00,summer,6,0.177800,0.079440,0.024440,0.158400,0.112200,0.080880,0.058080,0.234000,0.163560,0.163560,0.139880 -2007-01-06 19:15:00,summer,6,0.180520,0.079360,0.023960,0.156480,0.116200,0.080320,0.058520,0.236000,0.164400,0.164400,0.141960 -2007-01-06 19:30:00,summer,6,0.181800,0.079560,0.023280,0.154800,0.120160,0.080080,0.059160,0.237000,0.161520,0.161520,0.142320 -2007-01-06 19:45:00,summer,6,0.181440,0.080360,0.022680,0.153560,0.122760,0.081000,0.059440,0.237000,0.155600,0.155600,0.140960 -2007-01-06 20:00:00,summer,6,0.179280,0.081920,0.022320,0.152840,0.123000,0.083440,0.058960,0.235000,0.147400,0.147400,0.138000 -2007-01-06 20:15:00,summer,6,0.175640,0.083880,0.022200,0.152120,0.121240,0.086640,0.057800,0.231000,0.137800,0.137800,0.133720 -2007-01-06 20:30:00,summer,6,0.170960,0.085720,0.022320,0.150920,0.118280,0.089520,0.056200,0.226000,0.127880,0.127880,0.128560 -2007-01-06 20:45:00,summer,6,0.165640,0.086880,0.022680,0.148680,0.114920,0.090880,0.054400,0.221000,0.118560,0.118560,0.122840 -2007-01-06 21:00:00,summer,6,0.160120,0.087040,0.023280,0.144880,0.111720,0.090000,0.052640,0.214000,0.110680,0.110680,0.116920 -2007-01-06 21:15:00,summer,6,0.155040,0.086320,0.023920,0.139320,0.108920,0.087480,0.050960,0.206000,0.104120,0.104120,0.111000 -2007-01-06 21:30:00,summer,6,0.151120,0.084920,0.024400,0.131840,0.106520,0.084160,0.049520,0.197000,0.098520,0.098520,0.105240 -2007-01-06 21:45:00,summer,6,0.149000,0.083160,0.024600,0.122280,0.104640,0.081000,0.048360,0.187000,0.093560,0.093560,0.099760 -2007-01-06 22:00:00,summer,6,0.148920,0.081240,0.024320,0.110680,0.103240,0.078680,0.047560,0.176000,0.088960,0.088960,0.094680 -2007-01-06 22:15:00,summer,6,0.149600,0.079320,0.023760,0.098120,0.102120,0.077080,0.047120,0.163000,0.084640,0.084640,0.089960 -2007-01-06 22:30:00,summer,6,0.149360,0.077440,0.023160,0.085920,0.101080,0.075880,0.047040,0.150000,0.080600,0.080600,0.085640 -2007-01-06 22:45:00,summer,6,0.146480,0.075680,0.022680,0.075320,0.099800,0.074680,0.047360,0.137000,0.076880,0.076880,0.081600 -2007-01-06 23:00:00,summer,6,0.139800,0.074080,0.022560,0.067320,0.098160,0.073280,0.048000,0.125000,0.073440,0.073440,0.077880 -2007-01-06 23:15:00,summer,6,0.130280,0.072680,0.022640,0.061520,0.096440,0.071760,0.048720,0.113000,0.070280,0.070280,0.074400 -2007-01-06 23:30:00,summer,6,0.119520,0.071360,0.022760,0.057240,0.095040,0.070360,0.049280,0.103000,0.067400,0.067400,0.071240 -2007-01-06 23:45:00,summer,6,0.109040,0.070080,0.022680,0.053800,0.094360,0.069280,0.049360,0.094000,0.064840,0.064840,0.068440 -2007-01-07 00:00:00,summer,7,0.100080,0.068800,0.022360,0.050560,0.094560,0.068640,0.048840,0.086000,0.062560,0.062560,0.065920 -2007-01-07 00:15:00,summer,7,0.092520,0.067400,0.021800,0.047400,0.095320,0.068280,0.047840,0.079000,0.060600,0.060600,0.063720 -2007-01-07 00:30:00,summer,7,0.085920,0.065680,0.021240,0.044280,0.096040,0.068000,0.046600,0.074000,0.058880,0.058880,0.061800 -2007-01-07 00:45:00,summer,7,0.079920,0.063520,0.020800,0.041080,0.096160,0.067480,0.045320,0.069000,0.057440,0.057440,0.060160 -2007-01-07 01:00:00,summer,7,0.074120,0.060880,0.020600,0.037840,0.095320,0.066640,0.044280,0.066000,0.056200,0.056200,0.058800 -2007-01-07 01:15:00,summer,7,0.068680,0.058040,0.020600,0.034720,0.093880,0.065600,0.043440,0.063000,0.055200,0.055200,0.057640 -2007-01-07 01:30:00,summer,7,0.063880,0.055360,0.020680,0.031840,0.092360,0.064600,0.042760,0.060000,0.054400,0.054400,0.056760 -2007-01-07 01:45:00,summer,7,0.059920,0.053240,0.020800,0.029360,0.091320,0.063880,0.042320,0.058000,0.053720,0.053720,0.056040 -2007-01-07 02:00:00,summer,7,0.057000,0.052000,0.020840,0.027400,0.091120,0.063640,0.042040,0.055000,0.053160,0.053160,0.055560 -2007-01-07 02:15:00,summer,7,0.054960,0.051360,0.020840,0.026000,0.091560,0.063720,0.041960,0.052000,0.052720,0.052720,0.055200 -2007-01-07 02:30:00,summer,7,0.053520,0.050960,0.020840,0.025040,0.092160,0.063880,0.042040,0.049000,0.052280,0.052280,0.054840 -2007-01-07 02:45:00,summer,7,0.052440,0.050440,0.020800,0.024440,0.092520,0.063880,0.042320,0.046000,0.051880,0.051880,0.054400 -2007-01-07 03:00:00,summer,7,0.051520,0.049600,0.020800,0.024160,0.092400,0.063560,0.042800,0.044000,0.051440,0.051440,0.053800 -2007-01-07 03:15:00,summer,7,0.050760,0.048520,0.020840,0.024040,0.091880,0.063040,0.043320,0.043000,0.050960,0.050960,0.053120 -2007-01-07 03:30:00,summer,7,0.050240,0.047480,0.020840,0.023880,0.091240,0.062480,0.043880,0.042000,0.050480,0.050480,0.052480 -2007-01-07 03:45:00,summer,7,0.049920,0.046720,0.020800,0.023480,0.090720,0.062080,0.044320,0.040000,0.050000,0.050000,0.051920 -2007-01-07 04:00:00,summer,7,0.049920,0.046440,0.020720,0.022800,0.090480,0.061960,0.044600,0.039000,0.049600,0.049600,0.051640 -2007-01-07 04:15:00,summer,7,0.050000,0.046480,0.020640,0.022280,0.090360,0.062040,0.044760,0.038000,0.049400,0.049400,0.051640 -2007-01-07 04:30:00,summer,7,0.050080,0.046640,0.020640,0.022320,0.090120,0.062120,0.045000,0.037000,0.049480,0.049480,0.052000 -2007-01-07 04:45:00,summer,7,0.049920,0.046720,0.020800,0.023480,0.089520,0.062080,0.045320,0.037000,0.050000,0.050000,0.052760 -2007-01-07 05:00:00,summer,7,0.049480,0.046560,0.021160,0.026080,0.088480,0.061840,0.045960,0.037000,0.051160,0.051160,0.054040 -2007-01-07 05:15:00,summer,7,0.048920,0.046280,0.021640,0.029840,0.087720,0.061480,0.046840,0.038000,0.053080,0.053080,0.056080 -2007-01-07 05:30:00,summer,7,0.048400,0.045960,0.022200,0.034320,0.088200,0.061200,0.047960,0.039000,0.056040,0.056040,0.059160 -2007-01-07 05:45:00,summer,7,0.048280,0.045800,0.022680,0.039120,0.090720,0.061200,0.049360,0.039000,0.060200,0.060200,0.063480 -2007-01-07 06:00:00,summer,7,0.048680,0.045880,0.023080,0.043720,0.095800,0.061600,0.051000,0.039000,0.065800,0.065800,0.069240 -2007-01-07 06:15:00,summer,7,0.049840,0.046280,0.023240,0.047400,0.102040,0.062440,0.052640,0.038000,0.073160,0.073160,0.076320 -2007-01-07 06:30:00,summer,7,0.051880,0.047160,0.023160,0.049400,0.107600,0.063800,0.054200,0.038000,0.082640,0.082640,0.084360 -2007-01-07 06:45:00,summer,7,0.054920,0.048600,0.022680,0.048920,0.110680,0.065680,0.055400,0.039000,0.094480,0.094480,0.093160 -2007-01-07 07:00:00,summer,7,0.059200,0.050520,0.021840,0.045560,0.110040,0.068000,0.056160,0.043000,0.108840,0.108840,0.102440 -2007-01-07 07:15:00,summer,7,0.064880,0.052600,0.020800,0.040600,0.106880,0.070360,0.056520,0.049000,0.124720,0.124720,0.112280 -2007-01-07 07:30:00,summer,7,0.072240,0.054280,0.019760,0.035600,0.103080,0.072160,0.056560,0.056000,0.141040,0.141040,0.122600 -2007-01-07 07:45:00,summer,7,0.081560,0.055120,0.018920,0.032280,0.100400,0.072880,0.056440,0.064000,0.156560,0.156560,0.133560 -2007-01-07 08:00:00,summer,7,0.092880,0.054840,0.018440,0.031880,0.100160,0.072200,0.056160,0.071000,0.170080,0.170080,0.144880 -2007-01-07 08:15:00,summer,7,0.105640,0.053920,0.018360,0.034440,0.101760,0.070480,0.055880,0.078000,0.180480,0.180480,0.155480 -2007-01-07 08:30:00,summer,7,0.119040,0.053160,0.018520,0.039560,0.104040,0.068440,0.055600,0.086000,0.186560,0.186560,0.163960 -2007-01-07 08:45:00,summer,7,0.132320,0.053240,0.018920,0.046960,0.105840,0.066600,0.055400,0.095000,0.187120,0.187120,0.169000 -2007-01-07 09:00:00,summer,7,0.144840,0.054720,0.019440,0.056160,0.106320,0.065480,0.055400,0.104000,0.181560,0.181560,0.169640 -2007-01-07 09:15:00,summer,7,0.156160,0.057160,0.020000,0.066360,0.105760,0.065080,0.055720,0.115000,0.171760,0.171760,0.166680 -2007-01-07 09:30:00,summer,7,0.166000,0.060000,0.020480,0.076640,0.104800,0.065200,0.056680,0.128000,0.160160,0.160160,0.161400 -2007-01-07 09:45:00,summer,7,0.173960,0.062600,0.020800,0.086080,0.104040,0.065680,0.058440,0.142000,0.149120,0.149120,0.155000 -2007-01-07 10:00:00,summer,7,0.179960,0.064520,0.020880,0.093920,0.103840,0.066440,0.061160,0.158000,0.140760,0.140760,0.148720 -2007-01-07 10:15:00,summer,7,0.184600,0.065880,0.020840,0.100200,0.104120,0.067320,0.064520,0.174000,0.135600,0.135600,0.143760 -2007-01-07 10:30:00,summer,7,0.188720,0.067000,0.020760,0.105000,0.104480,0.068280,0.068120,0.188000,0.133680,0.133680,0.141360 -2007-01-07 10:45:00,summer,7,0.193080,0.068200,0.020800,0.108560,0.104640,0.069280,0.071520,0.200000,0.135240,0.135240,0.142600 -2007-01-07 11:00:00,summer,7,0.198280,0.069720,0.021040,0.111080,0.104360,0.070240,0.074440,0.207000,0.139880,0.139880,0.148040 -2007-01-07 11:15:00,summer,7,0.203760,0.071440,0.021480,0.112720,0.104000,0.071080,0.076720,0.211000,0.145600,0.145600,0.155240 -2007-01-07 11:30:00,summer,7,0.208680,0.073200,0.022040,0.113760,0.103960,0.071680,0.078440,0.212000,0.149840,0.149840,0.161080 -2007-01-07 11:45:00,summer,7,0.212240,0.074760,0.022680,0.114440,0.104640,0.072000,0.079600,0.212000,0.150040,0.150040,0.162400 -2007-01-07 12:00:00,summer,7,0.213720,0.076000,0.023400,0.115000,0.106280,0.071920,0.080160,0.212000,0.144640,0.144640,0.157120 -2007-01-07 12:15:00,summer,7,0.212760,0.077000,0.024040,0.115440,0.108360,0.071560,0.080080,0.212000,0.135240,0.135240,0.147200 -2007-01-07 12:30:00,summer,7,0.209040,0.077800,0.024480,0.115920,0.110080,0.070960,0.079240,0.211000,0.124480,0.124480,0.135600 -2007-01-07 12:45:00,summer,7,0.202240,0.078480,0.024600,0.116400,0.110680,0.070200,0.077600,0.211000,0.114840,0.114840,0.125320 -2007-01-07 13:00:00,summer,7,0.192440,0.079120,0.024320,0.116920,0.109680,0.069320,0.075080,0.212000,0.108360,0.108360,0.118560 -2007-01-07 13:15:00,summer,7,0.180880,0.079480,0.023800,0.117200,0.107520,0.068480,0.072120,0.212000,0.104640,0.104640,0.114880 -2007-01-07 13:30:00,summer,7,0.169200,0.079360,0.023160,0.116800,0.105000,0.067840,0.069120,0.210000,0.102800,0.102800,0.113120 -2007-01-07 13:45:00,summer,7,0.158960,0.078480,0.022680,0.115440,0.102800,0.067480,0.066480,0.204000,0.101880,0.101880,0.112120 -2007-01-07 14:00:00,summer,7,0.151400,0.076760,0.022480,0.112880,0.101520,0.067560,0.064600,0.195000,0.101120,0.101120,0.110920 -2007-01-07 14:15:00,summer,7,0.145960,0.074400,0.022440,0.109840,0.101000,0.067880,0.063480,0.183000,0.100400,0.100400,0.109520 -2007-01-07 14:30:00,summer,7,0.141600,0.071760,0.022560,0.107120,0.100920,0.068240,0.063120,0.170000,0.099720,0.099720,0.108200 -2007-01-07 14:45:00,summer,7,0.137320,0.069160,0.022680,0.105640,0.101000,0.068400,0.063480,0.158000,0.099120,0.099120,0.107160 -2007-01-07 15:00:00,summer,7,0.132400,0.066840,0.022800,0.105960,0.100960,0.068200,0.064440,0.149000,0.098560,0.098560,0.106600 -2007-01-07 15:15:00,summer,7,0.127000,0.064840,0.022840,0.107680,0.100800,0.067840,0.065680,0.141000,0.098120,0.098120,0.106320 -2007-01-07 15:30:00,summer,7,0.121560,0.063160,0.022800,0.110080,0.100600,0.067520,0.066840,0.135000,0.097680,0.097680,0.106040 -2007-01-07 15:45:00,summer,7,0.116520,0.061680,0.022680,0.112480,0.100400,0.067480,0.067520,0.130000,0.097240,0.097240,0.105520 -2007-01-07 16:00:00,summer,7,0.112240,0.060440,0.022520,0.114400,0.100280,0.067880,0.067400,0.126000,0.096920,0.096920,0.104640 -2007-01-07 16:15:00,summer,7,0.108880,0.059680,0.022400,0.116160,0.100240,0.068480,0.066800,0.124000,0.096880,0.096880,0.104000 -2007-01-07 16:30:00,summer,7,0.106680,0.059680,0.022440,0.118280,0.100280,0.069040,0.066040,0.123000,0.097520,0.097520,0.104320 -2007-01-07 16:45:00,summer,7,0.105720,0.060720,0.022680,0.121280,0.100400,0.069280,0.065480,0.126000,0.099120,0.099120,0.106360 -2007-01-07 17:00:00,summer,7,0.106120,0.062960,0.023240,0.125480,0.100560,0.069080,0.065400,0.132000,0.102040,0.102040,0.110600 -2007-01-07 17:15:00,summer,7,0.107760,0.065960,0.023920,0.130360,0.100680,0.068720,0.065480,0.142000,0.106760,0.106760,0.116520 -2007-01-07 17:30:00,summer,7,0.110440,0.069160,0.024440,0.135080,0.100640,0.068640,0.065320,0.154000,0.113640,0.113640,0.123360 -2007-01-07 17:45:00,summer,7,0.114040,0.071960,0.024600,0.138920,0.100400,0.069280,0.064480,0.166000,0.123200,0.123200,0.130240 -2007-01-07 18:00:00,summer,7,0.118360,0.073880,0.024240,0.141320,0.099920,0.070880,0.062720,0.179000,0.135440,0.135440,0.136600 -2007-01-07 18:15:00,summer,7,0.123400,0.075160,0.023560,0.142560,0.099680,0.073040,0.060360,0.190000,0.148920,0.148920,0.142360 -2007-01-07 18:30:00,summer,7,0.129160,0.075960,0.022960,0.143240,0.100240,0.075120,0.057760,0.200000,0.161840,0.161840,0.147640 -2007-01-07 18:45:00,summer,7,0.135680,0.076600,0.022680,0.143800,0.102200,0.076480,0.055400,0.207000,0.172280,0.172280,0.152520 -2007-01-07 19:00:00,summer,7,0.142800,0.077360,0.023000,0.144640,0.105840,0.076800,0.053680,0.211000,0.178800,0.178800,0.156920 -2007-01-07 19:15:00,summer,7,0.149760,0.078200,0.023640,0.145520,0.110360,0.076520,0.052480,0.212000,0.181080,0.181080,0.160200 -2007-01-07 19:30:00,summer,7,0.155720,0.079200,0.024280,0.146040,0.114560,0.076480,0.051760,0.212000,0.179200,0.179200,0.161480 -2007-01-07 19:45:00,summer,7,0.159800,0.080360,0.024600,0.145760,0.117320,0.077400,0.051400,0.210000,0.173200,0.173200,0.159920 -2007-01-07 20:00:00,summer,7,0.161360,0.081640,0.024280,0.144400,0.117880,0.079680,0.051240,0.208000,0.163440,0.163440,0.155080 -2007-01-07 20:15:00,summer,7,0.160840,0.082840,0.023640,0.142040,0.116520,0.082680,0.051160,0.206000,0.151400,0.151400,0.148000 -2007-01-07 20:30:00,summer,7,0.158960,0.083760,0.023000,0.138840,0.113880,0.085240,0.050920,0.203000,0.138920,0.138920,0.140040 -2007-01-07 20:45:00,summer,7,0.156480,0.084080,0.022680,0.135000,0.110680,0.086400,0.050360,0.197000,0.127840,0.127840,0.132720 -2007-01-07 21:00:00,summer,7,0.153960,0.083680,0.022960,0.130600,0.107400,0.085360,0.049400,0.191000,0.119520,0.119520,0.127040 -2007-01-07 21:15:00,summer,7,0.151560,0.082680,0.023600,0.125320,0.104400,0.082760,0.048240,0.182000,0.113480,0.113480,0.122640 -2007-01-07 21:30:00,summer,7,0.149320,0.081200,0.024240,0.118760,0.101800,0.079480,0.047120,0.172000,0.108840,0.108840,0.118720 -2007-01-07 21:45:00,summer,7,0.147320,0.079440,0.024600,0.110520,0.099800,0.076480,0.046360,0.162000,0.104680,0.104680,0.114600 -2007-01-07 22:00:00,summer,7,0.145440,0.077520,0.024400,0.100480,0.098480,0.074440,0.046160,0.151000,0.100240,0.100240,0.109640 -2007-01-07 22:15:00,summer,7,0.143000,0.075480,0.023840,0.089400,0.097640,0.073160,0.046400,0.139000,0.095440,0.095440,0.103960 -2007-01-07 22:30:00,summer,7,0.139200,0.073320,0.023200,0.078400,0.096760,0.072200,0.046880,0.127000,0.090400,0.090400,0.097800 -2007-01-07 22:45:00,summer,7,0.133160,0.071000,0.022680,0.068480,0.095560,0.071080,0.047360,0.114000,0.085200,0.085200,0.091520 -2007-01-07 23:00:00,summer,7,0.124440,0.068600,0.022560,0.060480,0.093760,0.069560,0.047680,0.101000,0.080040,0.080040,0.085280 -2007-01-07 23:15:00,summer,7,0.113800,0.066360,0.022640,0.054400,0.091920,0.068000,0.047920,0.087000,0.075040,0.075040,0.079480 -2007-01-07 23:30:00,summer,7,0.102480,0.064560,0.022720,0.050000,0.090680,0.066840,0.048120,0.075000,0.070520,0.070520,0.074320 -2007-01-07 23:45:00,summer,7,0.091560,0.063520,0.022680,0.046960,0.090720,0.066600,0.048360,0.065000,0.066680,0.066680,0.070080 -2007-01-08 00:00:00,winter,1,0.067600,0.065520,0.026360,0.077400,0.094680,0.062080,0.050040,0.062000,0.072400,0.066640,0.075200 -2007-01-08 00:15:00,winter,1,0.060840,0.062560,0.026360,0.067400,0.094120,0.060800,0.047360,0.056000,0.069360,0.064800,0.071880 -2007-01-08 00:30:00,winter,1,0.054880,0.059640,0.026400,0.058440,0.094160,0.059520,0.044920,0.050000,0.066880,0.063240,0.069120 -2007-01-08 00:45:00,winter,1,0.049920,0.057000,0.026480,0.050880,0.094960,0.058480,0.043320,0.046000,0.064840,0.061920,0.066760 -2007-01-08 01:00:00,winter,1,0.046240,0.054840,0.026480,0.044920,0.096600,0.057960,0.043040,0.044000,0.063200,0.060800,0.064800 -2007-01-08 01:15:00,winter,1,0.043640,0.053080,0.026480,0.040520,0.098440,0.057800,0.043760,0.043000,0.061920,0.059800,0.063200 -2007-01-08 01:30:00,winter,1,0.041920,0.051680,0.026480,0.037360,0.099760,0.057760,0.045000,0.043000,0.060960,0.059040,0.061960 -2007-01-08 01:45:00,winter,1,0.040800,0.050440,0.026480,0.035200,0.099800,0.057600,0.046360,0.043000,0.060200,0.058400,0.061000 -2007-01-08 02:00:00,winter,1,0.040080,0.049360,0.026520,0.033880,0.098000,0.057160,0.047520,0.042000,0.059640,0.058000,0.060360 -2007-01-08 02:15:00,winter,1,0.039640,0.048480,0.026600,0.033080,0.095080,0.056600,0.049160,0.042000,0.059200,0.057680,0.059920 -2007-01-08 02:30:00,winter,1,0.039360,0.047880,0.026600,0.032600,0.091960,0.056080,0.052160,0.041000,0.058760,0.057440,0.059640 -2007-01-08 02:45:00,winter,1,0.039120,0.047640,0.026480,0.032280,0.089520,0.055800,0.057440,0.040000,0.058360,0.057240,0.059360 -2007-01-08 03:00:00,winter,1,0.038840,0.047920,0.026240,0.031880,0.088440,0.055880,0.065880,0.040000,0.057880,0.057000,0.059040 -2007-01-08 03:15:00,winter,1,0.038560,0.048720,0.025800,0.031520,0.088280,0.056200,0.078520,0.040000,0.057360,0.056720,0.058680 -2007-01-08 03:30:00,winter,1,0.038360,0.050200,0.025280,0.031280,0.088280,0.056560,0.096520,0.040000,0.056880,0.056440,0.058240 -2007-01-08 03:45:00,winter,1,0.038280,0.052320,0.024600,0.031320,0.087680,0.056680,0.120920,0.040000,0.056520,0.056080,0.057720 -2007-01-08 04:00:00,winter,1,0.038440,0.055120,0.023880,0.031600,0.086120,0.056480,0.151760,0.040000,0.056240,0.055720,0.057120 -2007-01-08 04:15:00,winter,1,0.038800,0.058240,0.023600,0.031840,0.084360,0.056200,0.184760,0.040000,0.056240,0.055480,0.056760 -2007-01-08 04:30:00,winter,1,0.039320,0.061200,0.024280,0.031560,0.083480,0.056160,0.214520,0.040000,0.056600,0.055560,0.056840 -2007-01-08 04:45:00,winter,1,0.039960,0.063520,0.026480,0.030320,0.084680,0.056680,0.235760,0.040000,0.057440,0.056080,0.057720 -2007-01-08 05:00:00,winter,1,0.040880,0.064960,0.026960,0.028040,0.088560,0.058000,0.244720,0.041000,0.058840,0.057240,0.059560 -2007-01-08 05:15:00,winter,1,0.043080,0.065960,0.027440,0.026280,0.094000,0.059840,0.244200,0.042000,0.060920,0.059360,0.062320 -2007-01-08 05:30:00,winter,1,0.047640,0.067160,0.027880,0.027040,0.099480,0.061920,0.238720,0.042000,0.063800,0.062760,0.065880 -2007-01-08 05:45:00,winter,1,0.055760,0.069160,0.028360,0.032280,0.103400,0.063880,0.232760,0.043000,0.067600,0.067760,0.070080 -2007-01-08 06:00:00,winter,1,0.068000,0.072480,0.031520,0.043040,0.104720,0.065600,0.229800,0.043000,0.072520,0.074840,0.074840 -2007-01-08 06:15:00,winter,1,0.082800,0.077080,0.032520,0.056880,0.104000,0.067840,0.229760,0.043000,0.079000,0.084920,0.080440 -2007-01-08 06:30:00,winter,1,0.098040,0.082880,0.035240,0.070400,0.102400,0.071440,0.231440,0.044000,0.087680,0.098960,0.087240 -2007-01-08 06:45:00,winter,1,0.111520,0.089680,0.035920,0.080200,0.101000,0.077400,0.233760,0.045000,0.099120,0.118000,0.095640 -2007-01-08 07:00:00,winter,1,0.121640,0.097560,0.090240,0.083960,0.100760,0.086400,0.235760,0.048000,0.113640,0.142520,0.105800 -2007-01-08 07:15:00,winter,1,0.128520,0.107280,0.164680,0.083280,0.102120,0.098440,0.237160,0.052000,0.130520,0.170880,0.117360 -2007-01-08 07:30:00,winter,1,0.132720,0.119920,0.246600,0.080840,0.105320,0.113200,0.237840,0.057000,0.148840,0.200840,0.129840 -2007-01-08 07:45:00,winter,1,0.134840,0.136400,0.323400,0.079240,0.110680,0.130480,0.237800,0.064000,0.167640,0.230160,0.142600 -2007-01-08 08:00:00,winter,1,0.135440,0.157120,0.384840,0.080560,0.118160,0.149680,0.236880,0.071000,0.185840,0.256440,0.155200 -2007-01-08 08:15:00,winter,1,0.134760,0.179520,0.430360,0.084600,0.126680,0.169120,0.235400,0.079000,0.201720,0.276360,0.166960 -2007-01-08 08:30:00,winter,1,0.133120,0.200480,0.461600,0.090600,0.134720,0.186800,0.233600,0.087000,0.213560,0.286280,0.177280 -2007-01-08 08:45:00,winter,1,0.130680,0.216760,0.480360,0.097800,0.140920,0.200680,0.231720,0.094000,0.219520,0.282720,0.185480 -2007-01-08 09:00:00,winter,1,0.127720,0.226160,0.488640,0.105640,0.144200,0.209320,0.230000,0.099000,0.218440,0.263800,0.191000 -2007-01-08 09:15:00,winter,1,0.124560,0.229960,0.489480,0.114120,0.145360,0.213720,0.228080,0.103000,0.211600,0.234360,0.193480 -2007-01-08 09:30:00,winter,1,0.121560,0.230440,0.486240,0.123520,0.145480,0.215440,0.225440,0.106000,0.200840,0.201120,0.192560 -2007-01-08 09:45:00,winter,1,0.119040,0.229840,0.482240,0.134000,0.145760,0.215960,0.221640,0.111000,0.188040,0.170560,0.187960 -2007-01-08 10:00:00,winter,1,0.117240,0.230040,0.480080,0.145520,0.147040,0.216600,0.216440,0.117000,0.175040,0.148080,0.179800 -2007-01-08 10:15:00,winter,1,0.116200,0.231160,0.479440,0.156800,0.149040,0.217400,0.210240,0.124000,0.163360,0.133640,0.170280 -2007-01-08 10:30:00,winter,1,0.115720,0.233040,0.479240,0.166200,0.151240,0.218160,0.203680,0.134000,0.154520,0.126000,0.161960 -2007-01-08 10:45:00,winter,1,0.115680,0.235440,0.478440,0.172160,0.153000,0.218680,0.197480,0.146000,0.150040,0.123840,0.157440 -2007-01-08 11:00:00,winter,1,0.116040,0.238040,0.476120,0.173640,0.153960,0.218720,0.192000,0.159000,0.150680,0.125680,0.158440 -2007-01-08 11:15:00,winter,1,0.117000,0.240040,0.471600,0.171600,0.154280,0.218200,0.186760,0.173000,0.154120,0.129280,0.162600 -2007-01-08 11:30:00,winter,1,0.118720,0.240400,0.464360,0.167680,0.154280,0.217040,0.181120,0.184000,0.157400,0.132240,0.166680 -2007-01-08 11:45:00,winter,1,0.121520,0.238280,0.453880,0.163360,0.154200,0.215080,0.174320,0.192000,0.157480,0.132040,0.167360 -2007-01-08 12:00:00,winter,1,0.125400,0.232960,0.439640,0.159920,0.154360,0.212120,0.165880,0.193000,0.152240,0.127040,0.162360 -2007-01-08 12:15:00,winter,1,0.129560,0.225120,0.421640,0.157480,0.154480,0.207800,0.156240,0.191000,0.143160,0.118800,0.153240 -2007-01-08 12:30:00,winter,1,0.133040,0.215680,0.399920,0.155760,0.154320,0.201440,0.146080,0.187000,0.132720,0.109560,0.142520 -2007-01-08 12:45:00,winter,1,0.134840,0.205560,0.374440,0.154560,0.153600,0.192560,0.136000,0.182000,0.123200,0.101640,0.132720 -2007-01-08 13:00:00,winter,1,0.134240,0.195680,0.346160,0.153680,0.152160,0.181080,0.126720,0.180000,0.116520,0.096800,0.125840 -2007-01-08 13:15:00,winter,1,0.131720,0.186640,0.319160,0.153160,0.149920,0.168720,0.118720,0.178000,0.112480,0.094640,0.121640 -2007-01-08 13:30:00,winter,1,0.128040,0.179160,0.298560,0.153120,0.146960,0.157720,0.112600,0.174000,0.110320,0.094200,0.119240 -2007-01-08 13:45:00,winter,1,0.124000,0.173800,0.289360,0.153560,0.143320,0.150280,0.108800,0.167000,0.109320,0.094640,0.117880 -2007-01-08 14:00:00,winter,1,0.120240,0.171040,0.294560,0.154680,0.139200,0.148120,0.107680,0.156000,0.108760,0.095120,0.116880 -2007-01-08 14:15:00,winter,1,0.116840,0.170760,0.309560,0.156800,0.135200,0.150960,0.108360,0.143000,0.108520,0.095480,0.116080 -2007-01-08 14:30:00,winter,1,0.113640,0.172680,0.327680,0.160200,0.132080,0.157960,0.109760,0.130000,0.108400,0.095720,0.115600 -2007-01-08 14:45:00,winter,1,0.110680,0.176600,0.342280,0.165320,0.130640,0.168280,0.110840,0.120000,0.108360,0.095800,0.115400 -2007-01-08 15:00:00,winter,1,0.107920,0.182080,0.348160,0.172240,0.131320,0.180920,0.110680,0.115000,0.108320,0.095760,0.115600 -2007-01-08 15:15:00,winter,1,0.105440,0.188160,0.345560,0.180040,0.133440,0.194120,0.109520,0.113000,0.108360,0.095800,0.116000 -2007-01-08 15:30:00,winter,1,0.103560,0.193880,0.336120,0.187560,0.136160,0.205880,0.107760,0.114000,0.108640,0.096160,0.116520 -2007-01-08 15:45:00,winter,1,0.102360,0.198080,0.321480,0.193680,0.138480,0.214160,0.105800,0.115000,0.109320,0.096960,0.117080 -2007-01-08 16:00:00,winter,1,0.102160,0.200120,0.303160,0.197640,0.139760,0.217720,0.104080,0.116000,0.110600,0.098560,0.117640 -2007-01-08 16:15:00,winter,1,0.103160,0.200720,0.281640,0.200520,0.140240,0.218160,0.103080,0.117000,0.113080,0.101200,0.119080 -2007-01-08 16:30:00,winter,1,0.105640,0.200920,0.257360,0.203920,0.140480,0.217720,0.103160,0.119000,0.117400,0.105240,0.122400 -2007-01-08 16:45:00,winter,1,0.109880,0.201840,0.230720,0.209320,0.140920,0.218680,0.104800,0.124000,0.124120,0.111000,0.128600 -2007-01-08 17:00:00,winter,1,0.116000,0.203960,0.202320,0.217760,0.142000,0.222480,0.108120,0.132000,0.133760,0.119080,0.138240 -2007-01-08 17:15:00,winter,1,0.123720,0.205840,0.173880,0.227840,0.143680,0.227320,0.112240,0.143000,0.146040,0.131080,0.150360 -2007-01-08 17:30:00,winter,1,0.132640,0.205480,0.147400,0.237720,0.145800,0.230520,0.115880,0.155000,0.160560,0.148800,0.163560 -2007-01-08 17:45:00,winter,1,0.142320,0.200880,0.124800,0.245520,0.148160,0.229440,0.117880,0.165000,0.176920,0.174080,0.176400 -2007-01-08 18:00:00,winter,1,0.152360,0.190760,0.107560,0.249840,0.150600,0.222200,0.117280,0.173000,0.194480,0.207320,0.187760 -2007-01-08 18:15:00,winter,1,0.162200,0.176560,0.094600,0.251240,0.152520,0.209920,0.114240,0.179000,0.211520,0.243080,0.197240 -2007-01-08 18:30:00,winter,1,0.171240,0.160520,0.084480,0.250720,0.153360,0.194600,0.109240,0.184000,0.226080,0.274400,0.204760 -2007-01-08 18:45:00,winter,1,0.178960,0.144840,0.075640,0.249440,0.152400,0.178160,0.102760,0.187000,0.236200,0.294400,0.210200 -2007-01-08 19:00:00,winter,1,0.184760,0.131280,0.066880,0.248200,0.149320,0.162280,0.095360,0.190000,0.240360,0.298040,0.213400 -2007-01-08 19:15:00,winter,1,0.188200,0.120120,0.058480,0.247160,0.144440,0.147600,0.087680,0.192000,0.238640,0.287560,0.213840 -2007-01-08 19:30:00,winter,1,0.188920,0.111280,0.051120,0.246280,0.138400,0.134480,0.080480,0.194000,0.231560,0.267040,0.211040 -2007-01-08 19:45:00,winter,1,0.186440,0.104640,0.045400,0.245520,0.131840,0.123280,0.074560,0.195000,0.219520,0.240680,0.204440 -2007-01-08 20:00:00,winter,1,0.180680,0.099960,0.041760,0.244760,0.125320,0.114200,0.070400,0.196000,0.203360,0.212160,0.193920 -2007-01-08 20:15:00,winter,1,0.172720,0.096680,0.039760,0.243320,0.119280,0.107000,0.067600,0.196000,0.184880,0.183840,0.180800 -2007-01-08 20:30:00,winter,1,0.163920,0.094120,0.038680,0.240560,0.114240,0.101160,0.065480,0.195000,0.166080,0.157640,0.166720 -2007-01-08 20:45:00,winter,1,0.155640,0.091560,0.037840,0.235760,0.110680,0.096280,0.063480,0.192000,0.149120,0.135520,0.153320 -2007-01-08 21:00:00,winter,1,0.148920,0.088520,0.036640,0.228320,0.108800,0.091960,0.061040,0.187000,0.135600,0.118920,0.142040 -2007-01-08 21:15:00,winter,1,0.143400,0.085240,0.035160,0.218560,0.108160,0.087960,0.058480,0.180000,0.125200,0.107160,0.132720 -2007-01-08 21:30:00,winter,1,0.138400,0.082040,0.033600,0.206840,0.108000,0.084080,0.056120,0.171000,0.117320,0.099080,0.125080 -2007-01-08 21:45:00,winter,1,0.133160,0.079440,0.032160,0.193680,0.107640,0.080080,0.054400,0.161000,0.111160,0.093480,0.118720 -2007-01-08 22:00:00,winter,1,0.127200,0.077600,0.030920,0.179480,0.106560,0.075920,0.053640,0.148000,0.106080,0.089320,0.113240 -2007-01-08 22:15:00,winter,1,0.120480,0.076440,0.029920,0.164760,0.104920,0.071840,0.053560,0.133000,0.101720,0.086080,0.108320 -2007-01-08 22:30:00,winter,1,0.113280,0.075560,0.029080,0.150080,0.102960,0.068320,0.053920,0.119000,0.097680,0.083320,0.103680 -2007-01-08 22:45:00,winter,1,0.105720,0.074760,0.028360,0.135960,0.101000,0.065680,0.054400,0.106000,0.093560,0.080600,0.098920 -2007-01-08 23:00:00,winter,1,0.097960,0.073680,0.027720,0.122840,0.099280,0.064240,0.054680,0.095000,0.089120,0.077680,0.093880 -2007-01-08 23:15:00,winter,1,0.090200,0.072280,0.027200,0.110600,0.097840,0.063640,0.054600,0.085000,0.084560,0.074640,0.088720 -2007-01-08 23:30:00,winter,1,0.082480,0.070480,0.026760,0.099080,0.096600,0.063400,0.053880,0.077000,0.080080,0.071640,0.083720 -2007-01-08 23:45:00,winter,1,0.074920,0.068200,0.026480,0.088040,0.095560,0.063000,0.052400,0.069000,0.075960,0.068920,0.079120 -2007-01-09 00:00:00,winter,2,0.067600,0.065520,0.026360,0.077400,0.094680,0.062080,0.050040,0.062000,0.072400,0.066640,0.075200 -2007-01-09 00:15:00,winter,2,0.060840,0.062560,0.026360,0.067400,0.094120,0.060800,0.047360,0.056000,0.069360,0.064800,0.071880 -2007-01-09 00:30:00,winter,2,0.054880,0.059640,0.026400,0.058440,0.094160,0.059520,0.044920,0.050000,0.066880,0.063240,0.069120 -2007-01-09 00:45:00,winter,2,0.049920,0.057000,0.026480,0.050880,0.094960,0.058480,0.043320,0.046000,0.064840,0.061920,0.066760 -2007-01-09 01:00:00,winter,2,0.046240,0.054840,0.026480,0.044920,0.096600,0.057960,0.043040,0.044000,0.063200,0.060800,0.064800 -2007-01-09 01:15:00,winter,2,0.043640,0.053080,0.026480,0.040520,0.098440,0.057800,0.043760,0.043000,0.061920,0.059800,0.063200 -2007-01-09 01:30:00,winter,2,0.041920,0.051680,0.026480,0.037360,0.099760,0.057760,0.045000,0.043000,0.060960,0.059040,0.061960 -2007-01-09 01:45:00,winter,2,0.040800,0.050440,0.026480,0.035200,0.099800,0.057600,0.046360,0.043000,0.060200,0.058400,0.061000 -2007-01-09 02:00:00,winter,2,0.040080,0.049360,0.026520,0.033880,0.098000,0.057160,0.047520,0.042000,0.059640,0.058000,0.060360 -2007-01-09 02:15:00,winter,2,0.039640,0.048480,0.026600,0.033080,0.095080,0.056600,0.049160,0.042000,0.059200,0.057680,0.059920 -2007-01-09 02:30:00,winter,2,0.039360,0.047880,0.026600,0.032600,0.091960,0.056080,0.052160,0.041000,0.058760,0.057440,0.059640 -2007-01-09 02:45:00,winter,2,0.039120,0.047640,0.026480,0.032280,0.089520,0.055800,0.057440,0.040000,0.058360,0.057240,0.059360 -2007-01-09 03:00:00,winter,2,0.038840,0.047920,0.026240,0.031880,0.088440,0.055880,0.065880,0.040000,0.057880,0.057000,0.059040 -2007-01-09 03:15:00,winter,2,0.038560,0.048720,0.025800,0.031520,0.088280,0.056200,0.078520,0.040000,0.057360,0.056720,0.058680 -2007-01-09 03:30:00,winter,2,0.038360,0.050200,0.025280,0.031280,0.088280,0.056560,0.096520,0.040000,0.056880,0.056440,0.058240 -2007-01-09 03:45:00,winter,2,0.038280,0.052320,0.024600,0.031320,0.087680,0.056680,0.120920,0.040000,0.056520,0.056080,0.057720 -2007-01-09 04:00:00,winter,2,0.038440,0.055120,0.023880,0.031600,0.086120,0.056480,0.151760,0.040000,0.056240,0.055720,0.057120 -2007-01-09 04:15:00,winter,2,0.038800,0.058240,0.023600,0.031840,0.084360,0.056200,0.184760,0.040000,0.056240,0.055480,0.056760 -2007-01-09 04:30:00,winter,2,0.039320,0.061200,0.024280,0.031560,0.083480,0.056160,0.214520,0.040000,0.056600,0.055560,0.056840 -2007-01-09 04:45:00,winter,2,0.039960,0.063520,0.026480,0.030320,0.084680,0.056680,0.235760,0.040000,0.057440,0.056080,0.057720 -2007-01-09 05:00:00,winter,2,0.040880,0.064960,0.026960,0.028040,0.088560,0.058000,0.244720,0.041000,0.058840,0.057240,0.059560 -2007-01-09 05:15:00,winter,2,0.043080,0.065960,0.027440,0.026280,0.094000,0.059840,0.244200,0.042000,0.060920,0.059360,0.062320 -2007-01-09 05:30:00,winter,2,0.047640,0.067160,0.027880,0.027040,0.099480,0.061920,0.238720,0.042000,0.063800,0.062760,0.065880 -2007-01-09 05:45:00,winter,2,0.055760,0.069160,0.028360,0.032280,0.103400,0.063880,0.232760,0.043000,0.067600,0.067760,0.070080 -2007-01-09 06:00:00,winter,2,0.068000,0.072480,0.031520,0.043040,0.104720,0.065600,0.229800,0.043000,0.072520,0.074840,0.074840 -2007-01-09 06:15:00,winter,2,0.082800,0.077080,0.032520,0.056880,0.104000,0.067840,0.229760,0.043000,0.079000,0.084920,0.080440 -2007-01-09 06:30:00,winter,2,0.098040,0.082880,0.035240,0.070400,0.102400,0.071440,0.231440,0.044000,0.087680,0.098960,0.087240 -2007-01-09 06:45:00,winter,2,0.111520,0.089680,0.035920,0.080200,0.101000,0.077400,0.233760,0.045000,0.099120,0.118000,0.095640 -2007-01-09 07:00:00,winter,2,0.121640,0.097560,0.090240,0.083960,0.100760,0.086400,0.235760,0.048000,0.113640,0.142520,0.105800 -2007-01-09 07:15:00,winter,2,0.128520,0.107280,0.164680,0.083280,0.102120,0.098440,0.237160,0.052000,0.130520,0.170880,0.117360 -2007-01-09 07:30:00,winter,2,0.132720,0.119920,0.246600,0.080840,0.105320,0.113200,0.237840,0.057000,0.148840,0.200840,0.129840 -2007-01-09 07:45:00,winter,2,0.134840,0.136400,0.323400,0.079240,0.110680,0.130480,0.237800,0.064000,0.167640,0.230160,0.142600 -2007-01-09 08:00:00,winter,2,0.135440,0.157120,0.384840,0.080560,0.118160,0.149680,0.236880,0.071000,0.185840,0.256440,0.155200 -2007-01-09 08:15:00,winter,2,0.134760,0.179520,0.430360,0.084600,0.126680,0.169120,0.235400,0.079000,0.201720,0.276360,0.166960 -2007-01-09 08:30:00,winter,2,0.133120,0.200480,0.461600,0.090600,0.134720,0.186800,0.233600,0.087000,0.213560,0.286280,0.177280 -2007-01-09 08:45:00,winter,2,0.130680,0.216760,0.480360,0.097800,0.140920,0.200680,0.231720,0.094000,0.219520,0.282720,0.185480 -2007-01-09 09:00:00,winter,2,0.127720,0.226160,0.488640,0.105640,0.144200,0.209320,0.230000,0.099000,0.218440,0.263800,0.191000 -2007-01-09 09:15:00,winter,2,0.124560,0.229960,0.489480,0.114120,0.145360,0.213720,0.228080,0.103000,0.211600,0.234360,0.193480 -2007-01-09 09:30:00,winter,2,0.121560,0.230440,0.486240,0.123520,0.145480,0.215440,0.225440,0.106000,0.200840,0.201120,0.192560 -2007-01-09 09:45:00,winter,2,0.119040,0.229840,0.482240,0.134000,0.145760,0.215960,0.221640,0.111000,0.188040,0.170560,0.187960 -2007-01-09 10:00:00,winter,2,0.117240,0.230040,0.480080,0.145520,0.147040,0.216600,0.216440,0.117000,0.175040,0.148080,0.179800 -2007-01-09 10:15:00,winter,2,0.116200,0.231160,0.479440,0.156800,0.149040,0.217400,0.210240,0.124000,0.163360,0.133640,0.170280 -2007-01-09 10:30:00,winter,2,0.115720,0.233040,0.479240,0.166200,0.151240,0.218160,0.203680,0.134000,0.154520,0.126000,0.161960 -2007-01-09 10:45:00,winter,2,0.115680,0.235440,0.478440,0.172160,0.153000,0.218680,0.197480,0.146000,0.150040,0.123840,0.157440 -2007-01-09 11:00:00,winter,2,0.116040,0.238040,0.476120,0.173640,0.153960,0.218720,0.192000,0.159000,0.150680,0.125680,0.158440 -2007-01-09 11:15:00,winter,2,0.117000,0.240040,0.471600,0.171600,0.154280,0.218200,0.186760,0.173000,0.154120,0.129280,0.162600 -2007-01-09 11:30:00,winter,2,0.118720,0.240400,0.464360,0.167680,0.154280,0.217040,0.181120,0.184000,0.157400,0.132240,0.166680 -2007-01-09 11:45:00,winter,2,0.121520,0.238280,0.453880,0.163360,0.154200,0.215080,0.174320,0.192000,0.157480,0.132040,0.167360 -2007-01-09 12:00:00,winter,2,0.125400,0.232960,0.439640,0.159920,0.154360,0.212120,0.165880,0.193000,0.152240,0.127040,0.162360 -2007-01-09 12:15:00,winter,2,0.129560,0.225120,0.421640,0.157480,0.154480,0.207800,0.156240,0.191000,0.143160,0.118800,0.153240 -2007-01-09 12:30:00,winter,2,0.133040,0.215680,0.399920,0.155760,0.154320,0.201440,0.146080,0.187000,0.132720,0.109560,0.142520 -2007-01-09 12:45:00,winter,2,0.134840,0.205560,0.374440,0.154560,0.153600,0.192560,0.136000,0.182000,0.123200,0.101640,0.132720 -2007-01-09 13:00:00,winter,2,0.134240,0.195680,0.346160,0.153680,0.152160,0.181080,0.126720,0.180000,0.116520,0.096800,0.125840 -2007-01-09 13:15:00,winter,2,0.131720,0.186640,0.319160,0.153160,0.149920,0.168720,0.118720,0.178000,0.112480,0.094640,0.121640 -2007-01-09 13:30:00,winter,2,0.128040,0.179160,0.298560,0.153120,0.146960,0.157720,0.112600,0.174000,0.110320,0.094200,0.119240 -2007-01-09 13:45:00,winter,2,0.124000,0.173800,0.289360,0.153560,0.143320,0.150280,0.108800,0.167000,0.109320,0.094640,0.117880 -2007-01-09 14:00:00,winter,2,0.120240,0.171040,0.294560,0.154680,0.139200,0.148120,0.107680,0.156000,0.108760,0.095120,0.116880 -2007-01-09 14:15:00,winter,2,0.116840,0.170760,0.309560,0.156800,0.135200,0.150960,0.108360,0.143000,0.108520,0.095480,0.116080 -2007-01-09 14:30:00,winter,2,0.113640,0.172680,0.327680,0.160200,0.132080,0.157960,0.109760,0.130000,0.108400,0.095720,0.115600 -2007-01-09 14:45:00,winter,2,0.110680,0.176600,0.342280,0.165320,0.130640,0.168280,0.110840,0.120000,0.108360,0.095800,0.115400 -2007-01-09 15:00:00,winter,2,0.107920,0.182080,0.348160,0.172240,0.131320,0.180920,0.110680,0.115000,0.108320,0.095760,0.115600 -2007-01-09 15:15:00,winter,2,0.105440,0.188160,0.345560,0.180040,0.133440,0.194120,0.109520,0.113000,0.108360,0.095800,0.116000 -2007-01-09 15:30:00,winter,2,0.103560,0.193880,0.336120,0.187560,0.136160,0.205880,0.107760,0.114000,0.108640,0.096160,0.116520 -2007-01-09 15:45:00,winter,2,0.102360,0.198080,0.321480,0.193680,0.138480,0.214160,0.105800,0.115000,0.109320,0.096960,0.117080 -2007-01-09 16:00:00,winter,2,0.102160,0.200120,0.303160,0.197640,0.139760,0.217720,0.104080,0.116000,0.110600,0.098560,0.117640 -2007-01-09 16:15:00,winter,2,0.103160,0.200720,0.281640,0.200520,0.140240,0.218160,0.103080,0.117000,0.113080,0.101200,0.119080 -2007-01-09 16:30:00,winter,2,0.105640,0.200920,0.257360,0.203920,0.140480,0.217720,0.103160,0.119000,0.117400,0.105240,0.122400 -2007-01-09 16:45:00,winter,2,0.109880,0.201840,0.230720,0.209320,0.140920,0.218680,0.104800,0.124000,0.124120,0.111000,0.128600 -2007-01-09 17:00:00,winter,2,0.116000,0.203960,0.202320,0.217760,0.142000,0.222480,0.108120,0.132000,0.133760,0.119080,0.138240 -2007-01-09 17:15:00,winter,2,0.123720,0.205840,0.173880,0.227840,0.143680,0.227320,0.112240,0.143000,0.146040,0.131080,0.150360 -2007-01-09 17:30:00,winter,2,0.132640,0.205480,0.147400,0.237720,0.145800,0.230520,0.115880,0.155000,0.160560,0.148800,0.163560 -2007-01-09 17:45:00,winter,2,0.142320,0.200880,0.124800,0.245520,0.148160,0.229440,0.117880,0.165000,0.176920,0.174080,0.176400 -2007-01-09 18:00:00,winter,2,0.152360,0.190760,0.107560,0.249840,0.150600,0.222200,0.117280,0.173000,0.194480,0.207320,0.187760 -2007-01-09 18:15:00,winter,2,0.162200,0.176560,0.094600,0.251240,0.152520,0.209920,0.114240,0.179000,0.211520,0.243080,0.197240 -2007-01-09 18:30:00,winter,2,0.171240,0.160520,0.084480,0.250720,0.153360,0.194600,0.109240,0.184000,0.226080,0.274400,0.204760 -2007-01-09 18:45:00,winter,2,0.178960,0.144840,0.075640,0.249440,0.152400,0.178160,0.102760,0.187000,0.236200,0.294400,0.210200 -2007-01-09 19:00:00,winter,2,0.184760,0.131280,0.066880,0.248200,0.149320,0.162280,0.095360,0.190000,0.240360,0.298040,0.213400 -2007-01-09 19:15:00,winter,2,0.188200,0.120120,0.058480,0.247160,0.144440,0.147600,0.087680,0.192000,0.238640,0.287560,0.213840 -2007-01-09 19:30:00,winter,2,0.188920,0.111280,0.051120,0.246280,0.138400,0.134480,0.080480,0.194000,0.231560,0.267040,0.211040 -2007-01-09 19:45:00,winter,2,0.186440,0.104640,0.045400,0.245520,0.131840,0.123280,0.074560,0.195000,0.219520,0.240680,0.204440 -2007-01-09 20:00:00,winter,2,0.180680,0.099960,0.041760,0.244760,0.125320,0.114200,0.070400,0.196000,0.203360,0.212160,0.193920 -2007-01-09 20:15:00,winter,2,0.172720,0.096680,0.039760,0.243320,0.119280,0.107000,0.067600,0.196000,0.184880,0.183840,0.180800 -2007-01-09 20:30:00,winter,2,0.163920,0.094120,0.038680,0.240560,0.114240,0.101160,0.065480,0.195000,0.166080,0.157640,0.166720 -2007-01-09 20:45:00,winter,2,0.155640,0.091560,0.037840,0.235760,0.110680,0.096280,0.063480,0.192000,0.149120,0.135520,0.153320 -2007-01-09 21:00:00,winter,2,0.148920,0.088520,0.036640,0.228320,0.108800,0.091960,0.061040,0.187000,0.135600,0.118920,0.142040 -2007-01-09 21:15:00,winter,2,0.143400,0.085240,0.035160,0.218560,0.108160,0.087960,0.058480,0.180000,0.125200,0.107160,0.132720 -2007-01-09 21:30:00,winter,2,0.138400,0.082040,0.033600,0.206840,0.108000,0.084080,0.056120,0.171000,0.117320,0.099080,0.125080 -2007-01-09 21:45:00,winter,2,0.133160,0.079440,0.032160,0.193680,0.107640,0.080080,0.054400,0.161000,0.111160,0.093480,0.118720 -2007-01-09 22:00:00,winter,2,0.127200,0.077600,0.030920,0.179480,0.106560,0.075920,0.053640,0.148000,0.106080,0.089320,0.113240 -2007-01-09 22:15:00,winter,2,0.120480,0.076440,0.029920,0.164760,0.104920,0.071840,0.053560,0.133000,0.101720,0.086080,0.108320 -2007-01-09 22:30:00,winter,2,0.113280,0.075560,0.029080,0.150080,0.102960,0.068320,0.053920,0.119000,0.097680,0.083320,0.103680 -2007-01-09 22:45:00,winter,2,0.105720,0.074760,0.028360,0.135960,0.101000,0.065680,0.054400,0.106000,0.093560,0.080600,0.098920 -2007-01-09 23:00:00,winter,2,0.097960,0.073680,0.027720,0.122840,0.099280,0.064240,0.054680,0.095000,0.089120,0.077680,0.093880 -2007-01-09 23:15:00,winter,2,0.090200,0.072280,0.027200,0.110600,0.097840,0.063640,0.054600,0.085000,0.084560,0.074640,0.088720 -2007-01-09 23:30:00,winter,2,0.082480,0.070480,0.026760,0.099080,0.096600,0.063400,0.053880,0.077000,0.080080,0.071640,0.083720 -2007-01-09 23:45:00,winter,2,0.074920,0.068200,0.026480,0.088040,0.095560,0.063000,0.052400,0.069000,0.075960,0.068920,0.079120 -2007-01-10 00:00:00,winter,3,0.067600,0.065520,0.026360,0.077400,0.094680,0.062080,0.050040,0.062000,0.072400,0.066640,0.075200 -2007-01-10 00:15:00,winter,3,0.060840,0.062560,0.026360,0.067400,0.094120,0.060800,0.047360,0.056000,0.069360,0.064800,0.071880 -2007-01-10 00:30:00,winter,3,0.054880,0.059640,0.026400,0.058440,0.094160,0.059520,0.044920,0.050000,0.066880,0.063240,0.069120 -2007-01-10 00:45:00,winter,3,0.049920,0.057000,0.026480,0.050880,0.094960,0.058480,0.043320,0.046000,0.064840,0.061920,0.066760 -2007-01-10 01:00:00,winter,3,0.046240,0.054840,0.026480,0.044920,0.096600,0.057960,0.043040,0.044000,0.063200,0.060800,0.064800 -2007-01-10 01:15:00,winter,3,0.043640,0.053080,0.026480,0.040520,0.098440,0.057800,0.043760,0.043000,0.061920,0.059800,0.063200 -2007-01-10 01:30:00,winter,3,0.041920,0.051680,0.026480,0.037360,0.099760,0.057760,0.045000,0.043000,0.060960,0.059040,0.061960 -2007-01-10 01:45:00,winter,3,0.040800,0.050440,0.026480,0.035200,0.099800,0.057600,0.046360,0.043000,0.060200,0.058400,0.061000 -2007-01-10 02:00:00,winter,3,0.040080,0.049360,0.026520,0.033880,0.098000,0.057160,0.047520,0.042000,0.059640,0.058000,0.060360 -2007-01-10 02:15:00,winter,3,0.039640,0.048480,0.026600,0.033080,0.095080,0.056600,0.049160,0.042000,0.059200,0.057680,0.059920 -2007-01-10 02:30:00,winter,3,0.039360,0.047880,0.026600,0.032600,0.091960,0.056080,0.052160,0.041000,0.058760,0.057440,0.059640 -2007-01-10 02:45:00,winter,3,0.039120,0.047640,0.026480,0.032280,0.089520,0.055800,0.057440,0.040000,0.058360,0.057240,0.059360 -2007-01-10 03:00:00,winter,3,0.038840,0.047920,0.026240,0.031880,0.088440,0.055880,0.065880,0.040000,0.057880,0.057000,0.059040 -2007-01-10 03:15:00,winter,3,0.038560,0.048720,0.025800,0.031520,0.088280,0.056200,0.078520,0.040000,0.057360,0.056720,0.058680 -2007-01-10 03:30:00,winter,3,0.038360,0.050200,0.025280,0.031280,0.088280,0.056560,0.096520,0.040000,0.056880,0.056440,0.058240 -2007-01-10 03:45:00,winter,3,0.038280,0.052320,0.024600,0.031320,0.087680,0.056680,0.120920,0.040000,0.056520,0.056080,0.057720 -2007-01-10 04:00:00,winter,3,0.038440,0.055120,0.023880,0.031600,0.086120,0.056480,0.151760,0.040000,0.056240,0.055720,0.057120 -2007-01-10 04:15:00,winter,3,0.038800,0.058240,0.023600,0.031840,0.084360,0.056200,0.184760,0.040000,0.056240,0.055480,0.056760 -2007-01-10 04:30:00,winter,3,0.039320,0.061200,0.024280,0.031560,0.083480,0.056160,0.214520,0.040000,0.056600,0.055560,0.056840 -2007-01-10 04:45:00,winter,3,0.039960,0.063520,0.026480,0.030320,0.084680,0.056680,0.235760,0.040000,0.057440,0.056080,0.057720 -2007-01-10 05:00:00,winter,3,0.040880,0.064960,0.026960,0.028040,0.088560,0.058000,0.244720,0.041000,0.058840,0.057240,0.059560 -2007-01-10 05:15:00,winter,3,0.043080,0.065960,0.027440,0.026280,0.094000,0.059840,0.244200,0.042000,0.060920,0.059360,0.062320 -2007-01-10 05:30:00,winter,3,0.047640,0.067160,0.027880,0.027040,0.099480,0.061920,0.238720,0.042000,0.063800,0.062760,0.065880 -2007-01-10 05:45:00,winter,3,0.055760,0.069160,0.028360,0.032280,0.103400,0.063880,0.232760,0.043000,0.067600,0.067760,0.070080 -2007-01-10 06:00:00,winter,3,0.068000,0.072480,0.031520,0.043040,0.104720,0.065600,0.229800,0.043000,0.072520,0.074840,0.074840 -2007-01-10 06:15:00,winter,3,0.082800,0.077080,0.032520,0.056880,0.104000,0.067840,0.229760,0.043000,0.079000,0.084920,0.080440 -2007-01-10 06:30:00,winter,3,0.098040,0.082880,0.035240,0.070400,0.102400,0.071440,0.231440,0.044000,0.087680,0.098960,0.087240 -2007-01-10 06:45:00,winter,3,0.111520,0.089680,0.035920,0.080200,0.101000,0.077400,0.233760,0.045000,0.099120,0.118000,0.095640 -2007-01-10 07:00:00,winter,3,0.121640,0.097560,0.090240,0.083960,0.100760,0.086400,0.235760,0.048000,0.113640,0.142520,0.105800 -2007-01-10 07:15:00,winter,3,0.128520,0.107280,0.164680,0.083280,0.102120,0.098440,0.237160,0.052000,0.130520,0.170880,0.117360 -2007-01-10 07:30:00,winter,3,0.132720,0.119920,0.246600,0.080840,0.105320,0.113200,0.237840,0.057000,0.148840,0.200840,0.129840 -2007-01-10 07:45:00,winter,3,0.134840,0.136400,0.323400,0.079240,0.110680,0.130480,0.237800,0.064000,0.167640,0.230160,0.142600 -2007-01-10 08:00:00,winter,3,0.135440,0.157120,0.384840,0.080560,0.118160,0.149680,0.236880,0.071000,0.185840,0.256440,0.155200 -2007-01-10 08:15:00,winter,3,0.134760,0.179520,0.430360,0.084600,0.126680,0.169120,0.235400,0.079000,0.201720,0.276360,0.166960 -2007-01-10 08:30:00,winter,3,0.133120,0.200480,0.461600,0.090600,0.134720,0.186800,0.233600,0.087000,0.213560,0.286280,0.177280 -2007-01-10 08:45:00,winter,3,0.130680,0.216760,0.480360,0.097800,0.140920,0.200680,0.231720,0.094000,0.219520,0.282720,0.185480 -2007-01-10 09:00:00,winter,3,0.127720,0.226160,0.488640,0.105640,0.144200,0.209320,0.230000,0.099000,0.218440,0.263800,0.191000 -2007-01-10 09:15:00,winter,3,0.124560,0.229960,0.489480,0.114120,0.145360,0.213720,0.228080,0.103000,0.211600,0.234360,0.193480 -2007-01-10 09:30:00,winter,3,0.121560,0.230440,0.486240,0.123520,0.145480,0.215440,0.225440,0.106000,0.200840,0.201120,0.192560 -2007-01-10 09:45:00,winter,3,0.119040,0.229840,0.482240,0.134000,0.145760,0.215960,0.221640,0.111000,0.188040,0.170560,0.187960 -2007-01-10 10:00:00,winter,3,0.117240,0.230040,0.480080,0.145520,0.147040,0.216600,0.216440,0.117000,0.175040,0.148080,0.179800 -2007-01-10 10:15:00,winter,3,0.116200,0.231160,0.479440,0.156800,0.149040,0.217400,0.210240,0.124000,0.163360,0.133640,0.170280 -2007-01-10 10:30:00,winter,3,0.115720,0.233040,0.479240,0.166200,0.151240,0.218160,0.203680,0.134000,0.154520,0.126000,0.161960 -2007-01-10 10:45:00,winter,3,0.115680,0.235440,0.478440,0.172160,0.153000,0.218680,0.197480,0.146000,0.150040,0.123840,0.157440 -2007-01-10 11:00:00,winter,3,0.116040,0.238040,0.476120,0.173640,0.153960,0.218720,0.192000,0.159000,0.150680,0.125680,0.158440 -2007-01-10 11:15:00,winter,3,0.117000,0.240040,0.471600,0.171600,0.154280,0.218200,0.186760,0.173000,0.154120,0.129280,0.162600 -2007-01-10 11:30:00,winter,3,0.118720,0.240400,0.464360,0.167680,0.154280,0.217040,0.181120,0.184000,0.157400,0.132240,0.166680 -2007-01-10 11:45:00,winter,3,0.121520,0.238280,0.453880,0.163360,0.154200,0.215080,0.174320,0.192000,0.157480,0.132040,0.167360 -2007-01-10 12:00:00,winter,3,0.125400,0.232960,0.439640,0.159920,0.154360,0.212120,0.165880,0.193000,0.152240,0.127040,0.162360 -2007-01-10 12:15:00,winter,3,0.129560,0.225120,0.421640,0.157480,0.154480,0.207800,0.156240,0.191000,0.143160,0.118800,0.153240 -2007-01-10 12:30:00,winter,3,0.133040,0.215680,0.399920,0.155760,0.154320,0.201440,0.146080,0.187000,0.132720,0.109560,0.142520 -2007-01-10 12:45:00,winter,3,0.134840,0.205560,0.374440,0.154560,0.153600,0.192560,0.136000,0.182000,0.123200,0.101640,0.132720 -2007-01-10 13:00:00,winter,3,0.134240,0.195680,0.346160,0.153680,0.152160,0.181080,0.126720,0.180000,0.116520,0.096800,0.125840 -2007-01-10 13:15:00,winter,3,0.131720,0.186640,0.319160,0.153160,0.149920,0.168720,0.118720,0.178000,0.112480,0.094640,0.121640 -2007-01-10 13:30:00,winter,3,0.128040,0.179160,0.298560,0.153120,0.146960,0.157720,0.112600,0.174000,0.110320,0.094200,0.119240 -2007-01-10 13:45:00,winter,3,0.124000,0.173800,0.289360,0.153560,0.143320,0.150280,0.108800,0.167000,0.109320,0.094640,0.117880 -2007-01-10 14:00:00,winter,3,0.120240,0.171040,0.294560,0.154680,0.139200,0.148120,0.107680,0.156000,0.108760,0.095120,0.116880 -2007-01-10 14:15:00,winter,3,0.116840,0.170760,0.309560,0.156800,0.135200,0.150960,0.108360,0.143000,0.108520,0.095480,0.116080 -2007-01-10 14:30:00,winter,3,0.113640,0.172680,0.327680,0.160200,0.132080,0.157960,0.109760,0.130000,0.108400,0.095720,0.115600 -2007-01-10 14:45:00,winter,3,0.110680,0.176600,0.342280,0.165320,0.130640,0.168280,0.110840,0.120000,0.108360,0.095800,0.115400 -2007-01-10 15:00:00,winter,3,0.107920,0.182080,0.348160,0.172240,0.131320,0.180920,0.110680,0.115000,0.108320,0.095760,0.115600 -2007-01-10 15:15:00,winter,3,0.105440,0.188160,0.345560,0.180040,0.133440,0.194120,0.109520,0.113000,0.108360,0.095800,0.116000 -2007-01-10 15:30:00,winter,3,0.103560,0.193880,0.336120,0.187560,0.136160,0.205880,0.107760,0.114000,0.108640,0.096160,0.116520 -2007-01-10 15:45:00,winter,3,0.102360,0.198080,0.321480,0.193680,0.138480,0.214160,0.105800,0.115000,0.109320,0.096960,0.117080 -2007-01-10 16:00:00,winter,3,0.102160,0.200120,0.303160,0.197640,0.139760,0.217720,0.104080,0.116000,0.110600,0.098560,0.117640 -2007-01-10 16:15:00,winter,3,0.103160,0.200720,0.281640,0.200520,0.140240,0.218160,0.103080,0.117000,0.113080,0.101200,0.119080 -2007-01-10 16:30:00,winter,3,0.105640,0.200920,0.257360,0.203920,0.140480,0.217720,0.103160,0.119000,0.117400,0.105240,0.122400 -2007-01-10 16:45:00,winter,3,0.109880,0.201840,0.230720,0.209320,0.140920,0.218680,0.104800,0.124000,0.124120,0.111000,0.128600 -2007-01-10 17:00:00,winter,3,0.116000,0.203960,0.202320,0.217760,0.142000,0.222480,0.108120,0.132000,0.133760,0.119080,0.138240 -2007-01-10 17:15:00,winter,3,0.123720,0.205840,0.173880,0.227840,0.143680,0.227320,0.112240,0.143000,0.146040,0.131080,0.150360 -2007-01-10 17:30:00,winter,3,0.132640,0.205480,0.147400,0.237720,0.145800,0.230520,0.115880,0.155000,0.160560,0.148800,0.163560 -2007-01-10 17:45:00,winter,3,0.142320,0.200880,0.124800,0.245520,0.148160,0.229440,0.117880,0.165000,0.176920,0.174080,0.176400 -2007-01-10 18:00:00,winter,3,0.152360,0.190760,0.107560,0.249840,0.150600,0.222200,0.117280,0.173000,0.194480,0.207320,0.187760 -2007-01-10 18:15:00,winter,3,0.162200,0.176560,0.094600,0.251240,0.152520,0.209920,0.114240,0.179000,0.211520,0.243080,0.197240 -2007-01-10 18:30:00,winter,3,0.171240,0.160520,0.084480,0.250720,0.153360,0.194600,0.109240,0.184000,0.226080,0.274400,0.204760 -2007-01-10 18:45:00,winter,3,0.178960,0.144840,0.075640,0.249440,0.152400,0.178160,0.102760,0.187000,0.236200,0.294400,0.210200 -2007-01-10 19:00:00,winter,3,0.184760,0.131280,0.066880,0.248200,0.149320,0.162280,0.095360,0.190000,0.240360,0.298040,0.213400 -2007-01-10 19:15:00,winter,3,0.188200,0.120120,0.058480,0.247160,0.144440,0.147600,0.087680,0.192000,0.238640,0.287560,0.213840 -2007-01-10 19:30:00,winter,3,0.188920,0.111280,0.051120,0.246280,0.138400,0.134480,0.080480,0.194000,0.231560,0.267040,0.211040 -2007-01-10 19:45:00,winter,3,0.186440,0.104640,0.045400,0.245520,0.131840,0.123280,0.074560,0.195000,0.219520,0.240680,0.204440 -2007-01-10 20:00:00,winter,3,0.180680,0.099960,0.041760,0.244760,0.125320,0.114200,0.070400,0.196000,0.203360,0.212160,0.193920 -2007-01-10 20:15:00,winter,3,0.172720,0.096680,0.039760,0.243320,0.119280,0.107000,0.067600,0.196000,0.184880,0.183840,0.180800 -2007-01-10 20:30:00,winter,3,0.163920,0.094120,0.038680,0.240560,0.114240,0.101160,0.065480,0.195000,0.166080,0.157640,0.166720 -2007-01-10 20:45:00,winter,3,0.155640,0.091560,0.037840,0.235760,0.110680,0.096280,0.063480,0.192000,0.149120,0.135520,0.153320 -2007-01-10 21:00:00,winter,3,0.148920,0.088520,0.036640,0.228320,0.108800,0.091960,0.061040,0.187000,0.135600,0.118920,0.142040 -2007-01-10 21:15:00,winter,3,0.143400,0.085240,0.035160,0.218560,0.108160,0.087960,0.058480,0.180000,0.125200,0.107160,0.132720 -2007-01-10 21:30:00,winter,3,0.138400,0.082040,0.033600,0.206840,0.108000,0.084080,0.056120,0.171000,0.117320,0.099080,0.125080 -2007-01-10 21:45:00,winter,3,0.133160,0.079440,0.032160,0.193680,0.107640,0.080080,0.054400,0.161000,0.111160,0.093480,0.118720 -2007-01-10 22:00:00,winter,3,0.127200,0.077600,0.030920,0.179480,0.106560,0.075920,0.053640,0.148000,0.106080,0.089320,0.113240 -2007-01-10 22:15:00,winter,3,0.120480,0.076440,0.029920,0.164760,0.104920,0.071840,0.053560,0.133000,0.101720,0.086080,0.108320 -2007-01-10 22:30:00,winter,3,0.113280,0.075560,0.029080,0.150080,0.102960,0.068320,0.053920,0.119000,0.097680,0.083320,0.103680 -2007-01-10 22:45:00,winter,3,0.105720,0.074760,0.028360,0.135960,0.101000,0.065680,0.054400,0.106000,0.093560,0.080600,0.098920 -2007-01-10 23:00:00,winter,3,0.097960,0.073680,0.027720,0.122840,0.099280,0.064240,0.054680,0.095000,0.089120,0.077680,0.093880 -2007-01-10 23:15:00,winter,3,0.090200,0.072280,0.027200,0.110600,0.097840,0.063640,0.054600,0.085000,0.084560,0.074640,0.088720 -2007-01-10 23:30:00,winter,3,0.082480,0.070480,0.026760,0.099080,0.096600,0.063400,0.053880,0.077000,0.080080,0.071640,0.083720 -2007-01-10 23:45:00,winter,3,0.074920,0.068200,0.026480,0.088040,0.095560,0.063000,0.052400,0.069000,0.075960,0.068920,0.079120 -2007-01-11 00:00:00,winter,4,0.067600,0.065520,0.026360,0.077400,0.094680,0.062080,0.050040,0.062000,0.072400,0.066640,0.075200 -2007-01-11 00:15:00,winter,4,0.060840,0.062560,0.026360,0.067400,0.094120,0.060800,0.047360,0.056000,0.069360,0.064800,0.071880 -2007-01-11 00:30:00,winter,4,0.054880,0.059640,0.026400,0.058440,0.094160,0.059520,0.044920,0.050000,0.066880,0.063240,0.069120 -2007-01-11 00:45:00,winter,4,0.049920,0.057000,0.026480,0.050880,0.094960,0.058480,0.043320,0.046000,0.064840,0.061920,0.066760 -2007-01-11 01:00:00,winter,4,0.046240,0.054840,0.026480,0.044920,0.096600,0.057960,0.043040,0.044000,0.063200,0.060800,0.064800 -2007-01-11 01:15:00,winter,4,0.043640,0.053080,0.026480,0.040520,0.098440,0.057800,0.043760,0.043000,0.061920,0.059800,0.063200 -2007-01-11 01:30:00,winter,4,0.041920,0.051680,0.026480,0.037360,0.099760,0.057760,0.045000,0.043000,0.060960,0.059040,0.061960 -2007-01-11 01:45:00,winter,4,0.040800,0.050440,0.026480,0.035200,0.099800,0.057600,0.046360,0.043000,0.060200,0.058400,0.061000 -2007-01-11 02:00:00,winter,4,0.040080,0.049360,0.026520,0.033880,0.098000,0.057160,0.047520,0.042000,0.059640,0.058000,0.060360 -2007-01-11 02:15:00,winter,4,0.039640,0.048480,0.026600,0.033080,0.095080,0.056600,0.049160,0.042000,0.059200,0.057680,0.059920 -2007-01-11 02:30:00,winter,4,0.039360,0.047880,0.026600,0.032600,0.091960,0.056080,0.052160,0.041000,0.058760,0.057440,0.059640 -2007-01-11 02:45:00,winter,4,0.039120,0.047640,0.026480,0.032280,0.089520,0.055800,0.057440,0.040000,0.058360,0.057240,0.059360 -2007-01-11 03:00:00,winter,4,0.038840,0.047920,0.026240,0.031880,0.088440,0.055880,0.065880,0.040000,0.057880,0.057000,0.059040 -2007-01-11 03:15:00,winter,4,0.038560,0.048720,0.025800,0.031520,0.088280,0.056200,0.078520,0.040000,0.057360,0.056720,0.058680 -2007-01-11 03:30:00,winter,4,0.038360,0.050200,0.025280,0.031280,0.088280,0.056560,0.096520,0.040000,0.056880,0.056440,0.058240 -2007-01-11 03:45:00,winter,4,0.038280,0.052320,0.024600,0.031320,0.087680,0.056680,0.120920,0.040000,0.056520,0.056080,0.057720 -2007-01-11 04:00:00,winter,4,0.038440,0.055120,0.023880,0.031600,0.086120,0.056480,0.151760,0.040000,0.056240,0.055720,0.057120 -2007-01-11 04:15:00,winter,4,0.038800,0.058240,0.023600,0.031840,0.084360,0.056200,0.184760,0.040000,0.056240,0.055480,0.056760 -2007-01-11 04:30:00,winter,4,0.039320,0.061200,0.024280,0.031560,0.083480,0.056160,0.214520,0.040000,0.056600,0.055560,0.056840 -2007-01-11 04:45:00,winter,4,0.039960,0.063520,0.026480,0.030320,0.084680,0.056680,0.235760,0.040000,0.057440,0.056080,0.057720 -2007-01-11 05:00:00,winter,4,0.040880,0.064960,0.026960,0.028040,0.088560,0.058000,0.244720,0.041000,0.058840,0.057240,0.059560 -2007-01-11 05:15:00,winter,4,0.043080,0.065960,0.027440,0.026280,0.094000,0.059840,0.244200,0.042000,0.060920,0.059360,0.062320 -2007-01-11 05:30:00,winter,4,0.047640,0.067160,0.027880,0.027040,0.099480,0.061920,0.238720,0.042000,0.063800,0.062760,0.065880 -2007-01-11 05:45:00,winter,4,0.055760,0.069160,0.028360,0.032280,0.103400,0.063880,0.232760,0.043000,0.067600,0.067760,0.070080 -2007-01-11 06:00:00,winter,4,0.068000,0.072480,0.031520,0.043040,0.104720,0.065600,0.229800,0.043000,0.072520,0.074840,0.074840 -2007-01-11 06:15:00,winter,4,0.082800,0.077080,0.032520,0.056880,0.104000,0.067840,0.229760,0.043000,0.079000,0.084920,0.080440 -2007-01-11 06:30:00,winter,4,0.098040,0.082880,0.035240,0.070400,0.102400,0.071440,0.231440,0.044000,0.087680,0.098960,0.087240 -2007-01-11 06:45:00,winter,4,0.111520,0.089680,0.035920,0.080200,0.101000,0.077400,0.233760,0.045000,0.099120,0.118000,0.095640 -2007-01-11 07:00:00,winter,4,0.121640,0.097560,0.090240,0.083960,0.100760,0.086400,0.235760,0.048000,0.113640,0.142520,0.105800 -2007-01-11 07:15:00,winter,4,0.128520,0.107280,0.164680,0.083280,0.102120,0.098440,0.237160,0.052000,0.130520,0.170880,0.117360 -2007-01-11 07:30:00,winter,4,0.132720,0.119920,0.246600,0.080840,0.105320,0.113200,0.237840,0.057000,0.148840,0.200840,0.129840 -2007-01-11 07:45:00,winter,4,0.134840,0.136400,0.323400,0.079240,0.110680,0.130480,0.237800,0.064000,0.167640,0.230160,0.142600 -2007-01-11 08:00:00,winter,4,0.135440,0.157120,0.384840,0.080560,0.118160,0.149680,0.236880,0.071000,0.185840,0.256440,0.155200 -2007-01-11 08:15:00,winter,4,0.134760,0.179520,0.430360,0.084600,0.126680,0.169120,0.235400,0.079000,0.201720,0.276360,0.166960 -2007-01-11 08:30:00,winter,4,0.133120,0.200480,0.461600,0.090600,0.134720,0.186800,0.233600,0.087000,0.213560,0.286280,0.177280 -2007-01-11 08:45:00,winter,4,0.130680,0.216760,0.480360,0.097800,0.140920,0.200680,0.231720,0.094000,0.219520,0.282720,0.185480 -2007-01-11 09:00:00,winter,4,0.127720,0.226160,0.488640,0.105640,0.144200,0.209320,0.230000,0.099000,0.218440,0.263800,0.191000 -2007-01-11 09:15:00,winter,4,0.124560,0.229960,0.489480,0.114120,0.145360,0.213720,0.228080,0.103000,0.211600,0.234360,0.193480 -2007-01-11 09:30:00,winter,4,0.121560,0.230440,0.486240,0.123520,0.145480,0.215440,0.225440,0.106000,0.200840,0.201120,0.192560 -2007-01-11 09:45:00,winter,4,0.119040,0.229840,0.482240,0.134000,0.145760,0.215960,0.221640,0.111000,0.188040,0.170560,0.187960 -2007-01-11 10:00:00,winter,4,0.117240,0.230040,0.480080,0.145520,0.147040,0.216600,0.216440,0.117000,0.175040,0.148080,0.179800 -2007-01-11 10:15:00,winter,4,0.116200,0.231160,0.479440,0.156800,0.149040,0.217400,0.210240,0.124000,0.163360,0.133640,0.170280 -2007-01-11 10:30:00,winter,4,0.115720,0.233040,0.479240,0.166200,0.151240,0.218160,0.203680,0.134000,0.154520,0.126000,0.161960 -2007-01-11 10:45:00,winter,4,0.115680,0.235440,0.478440,0.172160,0.153000,0.218680,0.197480,0.146000,0.150040,0.123840,0.157440 -2007-01-11 11:00:00,winter,4,0.116040,0.238040,0.476120,0.173640,0.153960,0.218720,0.192000,0.159000,0.150680,0.125680,0.158440 -2007-01-11 11:15:00,winter,4,0.117000,0.240040,0.471600,0.171600,0.154280,0.218200,0.186760,0.173000,0.154120,0.129280,0.162600 -2007-01-11 11:30:00,winter,4,0.118720,0.240400,0.464360,0.167680,0.154280,0.217040,0.181120,0.184000,0.157400,0.132240,0.166680 -2007-01-11 11:45:00,winter,4,0.121520,0.238280,0.453880,0.163360,0.154200,0.215080,0.174320,0.192000,0.157480,0.132040,0.167360 -2007-01-11 12:00:00,winter,4,0.125400,0.232960,0.439640,0.159920,0.154360,0.212120,0.165880,0.193000,0.152240,0.127040,0.162360 -2007-01-11 12:15:00,winter,4,0.129560,0.225120,0.421640,0.157480,0.154480,0.207800,0.156240,0.191000,0.143160,0.118800,0.153240 -2007-01-11 12:30:00,winter,4,0.133040,0.215680,0.399920,0.155760,0.154320,0.201440,0.146080,0.187000,0.132720,0.109560,0.142520 -2007-01-11 12:45:00,winter,4,0.134840,0.205560,0.374440,0.154560,0.153600,0.192560,0.136000,0.182000,0.123200,0.101640,0.132720 -2007-01-11 13:00:00,winter,4,0.134240,0.195680,0.346160,0.153680,0.152160,0.181080,0.126720,0.180000,0.116520,0.096800,0.125840 -2007-01-11 13:15:00,winter,4,0.131720,0.186640,0.319160,0.153160,0.149920,0.168720,0.118720,0.178000,0.112480,0.094640,0.121640 -2007-01-11 13:30:00,winter,4,0.128040,0.179160,0.298560,0.153120,0.146960,0.157720,0.112600,0.174000,0.110320,0.094200,0.119240 -2007-01-11 13:45:00,winter,4,0.124000,0.173800,0.289360,0.153560,0.143320,0.150280,0.108800,0.167000,0.109320,0.094640,0.117880 -2007-01-11 14:00:00,winter,4,0.120240,0.171040,0.294560,0.154680,0.139200,0.148120,0.107680,0.156000,0.108760,0.095120,0.116880 -2007-01-11 14:15:00,winter,4,0.116840,0.170760,0.309560,0.156800,0.135200,0.150960,0.108360,0.143000,0.108520,0.095480,0.116080 -2007-01-11 14:30:00,winter,4,0.113640,0.172680,0.327680,0.160200,0.132080,0.157960,0.109760,0.130000,0.108400,0.095720,0.115600 -2007-01-11 14:45:00,winter,4,0.110680,0.176600,0.342280,0.165320,0.130640,0.168280,0.110840,0.120000,0.108360,0.095800,0.115400 -2007-01-11 15:00:00,winter,4,0.107920,0.182080,0.348160,0.172240,0.131320,0.180920,0.110680,0.115000,0.108320,0.095760,0.115600 -2007-01-11 15:15:00,winter,4,0.105440,0.188160,0.345560,0.180040,0.133440,0.194120,0.109520,0.113000,0.108360,0.095800,0.116000 -2007-01-11 15:30:00,winter,4,0.103560,0.193880,0.336120,0.187560,0.136160,0.205880,0.107760,0.114000,0.108640,0.096160,0.116520 -2007-01-11 15:45:00,winter,4,0.102360,0.198080,0.321480,0.193680,0.138480,0.214160,0.105800,0.115000,0.109320,0.096960,0.117080 -2007-01-11 16:00:00,winter,4,0.102160,0.200120,0.303160,0.197640,0.139760,0.217720,0.104080,0.116000,0.110600,0.098560,0.117640 -2007-01-11 16:15:00,winter,4,0.103160,0.200720,0.281640,0.200520,0.140240,0.218160,0.103080,0.117000,0.113080,0.101200,0.119080 -2007-01-11 16:30:00,winter,4,0.105640,0.200920,0.257360,0.203920,0.140480,0.217720,0.103160,0.119000,0.117400,0.105240,0.122400 -2007-01-11 16:45:00,winter,4,0.109880,0.201840,0.230720,0.209320,0.140920,0.218680,0.104800,0.124000,0.124120,0.111000,0.128600 -2007-01-11 17:00:00,winter,4,0.116000,0.203960,0.202320,0.217760,0.142000,0.222480,0.108120,0.132000,0.133760,0.119080,0.138240 -2007-01-11 17:15:00,winter,4,0.123720,0.205840,0.173880,0.227840,0.143680,0.227320,0.112240,0.143000,0.146040,0.131080,0.150360 -2007-01-11 17:30:00,winter,4,0.132640,0.205480,0.147400,0.237720,0.145800,0.230520,0.115880,0.155000,0.160560,0.148800,0.163560 -2007-01-11 17:45:00,winter,4,0.142320,0.200880,0.124800,0.245520,0.148160,0.229440,0.117880,0.165000,0.176920,0.174080,0.176400 -2007-01-11 18:00:00,winter,4,0.152360,0.190760,0.107560,0.249840,0.150600,0.222200,0.117280,0.173000,0.194480,0.207320,0.187760 -2007-01-11 18:15:00,winter,4,0.162200,0.176560,0.094600,0.251240,0.152520,0.209920,0.114240,0.179000,0.211520,0.243080,0.197240 -2007-01-11 18:30:00,winter,4,0.171240,0.160520,0.084480,0.250720,0.153360,0.194600,0.109240,0.184000,0.226080,0.274400,0.204760 -2007-01-11 18:45:00,winter,4,0.178960,0.144840,0.075640,0.249440,0.152400,0.178160,0.102760,0.187000,0.236200,0.294400,0.210200 -2007-01-11 19:00:00,winter,4,0.184760,0.131280,0.066880,0.248200,0.149320,0.162280,0.095360,0.190000,0.240360,0.298040,0.213400 -2007-01-11 19:15:00,winter,4,0.188200,0.120120,0.058480,0.247160,0.144440,0.147600,0.087680,0.192000,0.238640,0.287560,0.213840 -2007-01-11 19:30:00,winter,4,0.188920,0.111280,0.051120,0.246280,0.138400,0.134480,0.080480,0.194000,0.231560,0.267040,0.211040 -2007-01-11 19:45:00,winter,4,0.186440,0.104640,0.045400,0.245520,0.131840,0.123280,0.074560,0.195000,0.219520,0.240680,0.204440 -2007-01-11 20:00:00,winter,4,0.180680,0.099960,0.041760,0.244760,0.125320,0.114200,0.070400,0.196000,0.203360,0.212160,0.193920 -2007-01-11 20:15:00,winter,4,0.172720,0.096680,0.039760,0.243320,0.119280,0.107000,0.067600,0.196000,0.184880,0.183840,0.180800 -2007-01-11 20:30:00,winter,4,0.163920,0.094120,0.038680,0.240560,0.114240,0.101160,0.065480,0.195000,0.166080,0.157640,0.166720 -2007-01-11 20:45:00,winter,4,0.155640,0.091560,0.037840,0.235760,0.110680,0.096280,0.063480,0.192000,0.149120,0.135520,0.153320 -2007-01-11 21:00:00,winter,4,0.148920,0.088520,0.036640,0.228320,0.108800,0.091960,0.061040,0.187000,0.135600,0.118920,0.142040 -2007-01-11 21:15:00,winter,4,0.143400,0.085240,0.035160,0.218560,0.108160,0.087960,0.058480,0.180000,0.125200,0.107160,0.132720 -2007-01-11 21:30:00,winter,4,0.138400,0.082040,0.033600,0.206840,0.108000,0.084080,0.056120,0.171000,0.117320,0.099080,0.125080 -2007-01-11 21:45:00,winter,4,0.133160,0.079440,0.032160,0.193680,0.107640,0.080080,0.054400,0.161000,0.111160,0.093480,0.118720 -2007-01-11 22:00:00,winter,4,0.127200,0.077600,0.030920,0.179480,0.106560,0.075920,0.053640,0.148000,0.106080,0.089320,0.113240 -2007-01-11 22:15:00,winter,4,0.120480,0.076440,0.029920,0.164760,0.104920,0.071840,0.053560,0.133000,0.101720,0.086080,0.108320 -2007-01-11 22:30:00,winter,4,0.113280,0.075560,0.029080,0.150080,0.102960,0.068320,0.053920,0.119000,0.097680,0.083320,0.103680 -2007-01-11 22:45:00,winter,4,0.105720,0.074760,0.028360,0.135960,0.101000,0.065680,0.054400,0.106000,0.093560,0.080600,0.098920 -2007-01-11 23:00:00,winter,4,0.097960,0.073680,0.027720,0.122840,0.099280,0.064240,0.054680,0.095000,0.089120,0.077680,0.093880 -2007-01-11 23:15:00,winter,4,0.090200,0.072280,0.027200,0.110600,0.097840,0.063640,0.054600,0.085000,0.084560,0.074640,0.088720 -2007-01-11 23:30:00,winter,4,0.082480,0.070480,0.026760,0.099080,0.096600,0.063400,0.053880,0.077000,0.080080,0.071640,0.083720 -2007-01-11 23:45:00,winter,4,0.074920,0.068200,0.026480,0.088040,0.095560,0.063000,0.052400,0.069000,0.075960,0.068920,0.079120 -2007-01-12 00:00:00,winter,5,0.067600,0.065520,0.026360,0.077400,0.094680,0.062080,0.050040,0.062000,0.072400,0.066640,0.075200 -2007-01-12 00:15:00,winter,5,0.060840,0.062560,0.026360,0.067400,0.094120,0.060800,0.047360,0.056000,0.069360,0.064800,0.071880 -2007-01-12 00:30:00,winter,5,0.054880,0.059640,0.026400,0.058440,0.094160,0.059520,0.044920,0.050000,0.066880,0.063240,0.069120 -2007-01-12 00:45:00,winter,5,0.049920,0.057000,0.026480,0.050880,0.094960,0.058480,0.043320,0.046000,0.064840,0.061920,0.066760 -2007-01-12 01:00:00,winter,5,0.046240,0.054840,0.026480,0.044920,0.096600,0.057960,0.043040,0.044000,0.063200,0.060800,0.064800 -2007-01-12 01:15:00,winter,5,0.043640,0.053080,0.026480,0.040520,0.098440,0.057800,0.043760,0.043000,0.061920,0.059800,0.063200 -2007-01-12 01:30:00,winter,5,0.041920,0.051680,0.026480,0.037360,0.099760,0.057760,0.045000,0.043000,0.060960,0.059040,0.061960 -2007-01-12 01:45:00,winter,5,0.040800,0.050440,0.026480,0.035200,0.099800,0.057600,0.046360,0.043000,0.060200,0.058400,0.061000 -2007-01-12 02:00:00,winter,5,0.040080,0.049360,0.026520,0.033880,0.098000,0.057160,0.047520,0.042000,0.059640,0.058000,0.060360 -2007-01-12 02:15:00,winter,5,0.039640,0.048480,0.026600,0.033080,0.095080,0.056600,0.049160,0.042000,0.059200,0.057680,0.059920 -2007-01-12 02:30:00,winter,5,0.039360,0.047880,0.026600,0.032600,0.091960,0.056080,0.052160,0.041000,0.058760,0.057440,0.059640 -2007-01-12 02:45:00,winter,5,0.039120,0.047640,0.026480,0.032280,0.089520,0.055800,0.057440,0.040000,0.058360,0.057240,0.059360 -2007-01-12 03:00:00,winter,5,0.038840,0.047920,0.026240,0.031880,0.088440,0.055880,0.065880,0.040000,0.057880,0.057000,0.059040 -2007-01-12 03:15:00,winter,5,0.038560,0.048720,0.025800,0.031520,0.088280,0.056200,0.078520,0.040000,0.057360,0.056720,0.058680 -2007-01-12 03:30:00,winter,5,0.038360,0.050200,0.025280,0.031280,0.088280,0.056560,0.096520,0.040000,0.056880,0.056440,0.058240 -2007-01-12 03:45:00,winter,5,0.038280,0.052320,0.024600,0.031320,0.087680,0.056680,0.120920,0.040000,0.056520,0.056080,0.057720 -2007-01-12 04:00:00,winter,5,0.038440,0.055120,0.023880,0.031600,0.086120,0.056480,0.151760,0.040000,0.056240,0.055720,0.057120 -2007-01-12 04:15:00,winter,5,0.038800,0.058240,0.023600,0.031840,0.084360,0.056200,0.184760,0.040000,0.056240,0.055480,0.056760 -2007-01-12 04:30:00,winter,5,0.039320,0.061200,0.024280,0.031560,0.083480,0.056160,0.214520,0.040000,0.056600,0.055560,0.056840 -2007-01-12 04:45:00,winter,5,0.039960,0.063520,0.026480,0.030320,0.084680,0.056680,0.235760,0.040000,0.057440,0.056080,0.057720 -2007-01-12 05:00:00,winter,5,0.040880,0.064960,0.026960,0.028040,0.088560,0.058000,0.244720,0.041000,0.058840,0.057240,0.059560 -2007-01-12 05:15:00,winter,5,0.043080,0.065960,0.027440,0.026280,0.094000,0.059840,0.244200,0.042000,0.060920,0.059360,0.062320 -2007-01-12 05:30:00,winter,5,0.047640,0.067160,0.027880,0.027040,0.099480,0.061920,0.238720,0.042000,0.063800,0.062760,0.065880 -2007-01-12 05:45:00,winter,5,0.055760,0.069160,0.028360,0.032280,0.103400,0.063880,0.232760,0.043000,0.067600,0.067760,0.070080 -2007-01-12 06:00:00,winter,5,0.068000,0.072480,0.031520,0.043040,0.104720,0.065600,0.229800,0.043000,0.072520,0.074840,0.074840 -2007-01-12 06:15:00,winter,5,0.082800,0.077080,0.032520,0.056880,0.104000,0.067840,0.229760,0.043000,0.079000,0.084920,0.080440 -2007-01-12 06:30:00,winter,5,0.098040,0.082880,0.035240,0.070400,0.102400,0.071440,0.231440,0.044000,0.087680,0.098960,0.087240 -2007-01-12 06:45:00,winter,5,0.111520,0.089680,0.035920,0.080200,0.101000,0.077400,0.233760,0.045000,0.099120,0.118000,0.095640 -2007-01-12 07:00:00,winter,5,0.121640,0.097560,0.090240,0.083960,0.100760,0.086400,0.235760,0.048000,0.113640,0.142520,0.105800 -2007-01-12 07:15:00,winter,5,0.128520,0.107280,0.164680,0.083280,0.102120,0.098440,0.237160,0.052000,0.130520,0.170880,0.117360 -2007-01-12 07:30:00,winter,5,0.132720,0.119920,0.246600,0.080840,0.105320,0.113200,0.237840,0.057000,0.148840,0.200840,0.129840 -2007-01-12 07:45:00,winter,5,0.134840,0.136400,0.323400,0.079240,0.110680,0.130480,0.237800,0.064000,0.167640,0.230160,0.142600 -2007-01-12 08:00:00,winter,5,0.135440,0.157120,0.384840,0.080560,0.118160,0.149680,0.236880,0.071000,0.185840,0.256440,0.155200 -2007-01-12 08:15:00,winter,5,0.134760,0.179520,0.430360,0.084600,0.126680,0.169120,0.235400,0.079000,0.201720,0.276360,0.166960 -2007-01-12 08:30:00,winter,5,0.133120,0.200480,0.461600,0.090600,0.134720,0.186800,0.233600,0.087000,0.213560,0.286280,0.177280 -2007-01-12 08:45:00,winter,5,0.130680,0.216760,0.480360,0.097800,0.140920,0.200680,0.231720,0.094000,0.219520,0.282720,0.185480 -2007-01-12 09:00:00,winter,5,0.127720,0.226160,0.488640,0.105640,0.144200,0.209320,0.230000,0.099000,0.218440,0.263800,0.191000 -2007-01-12 09:15:00,winter,5,0.124560,0.229960,0.489480,0.114120,0.145360,0.213720,0.228080,0.103000,0.211600,0.234360,0.193480 -2007-01-12 09:30:00,winter,5,0.121560,0.230440,0.486240,0.123520,0.145480,0.215440,0.225440,0.106000,0.200840,0.201120,0.192560 -2007-01-12 09:45:00,winter,5,0.119040,0.229840,0.482240,0.134000,0.145760,0.215960,0.221640,0.111000,0.188040,0.170560,0.187960 -2007-01-12 10:00:00,winter,5,0.117240,0.230040,0.480080,0.145520,0.147040,0.216600,0.216440,0.117000,0.175040,0.148080,0.179800 -2007-01-12 10:15:00,winter,5,0.116200,0.231160,0.479440,0.156800,0.149040,0.217400,0.210240,0.124000,0.163360,0.133640,0.170280 -2007-01-12 10:30:00,winter,5,0.115720,0.233040,0.479240,0.166200,0.151240,0.218160,0.203680,0.134000,0.154520,0.126000,0.161960 -2007-01-12 10:45:00,winter,5,0.115680,0.235440,0.478440,0.172160,0.153000,0.218680,0.197480,0.146000,0.150040,0.123840,0.157440 -2007-01-12 11:00:00,winter,5,0.116040,0.238040,0.476120,0.173640,0.153960,0.218720,0.192000,0.159000,0.150680,0.125680,0.158440 -2007-01-12 11:15:00,winter,5,0.117000,0.240040,0.471600,0.171600,0.154280,0.218200,0.186760,0.173000,0.154120,0.129280,0.162600 -2007-01-12 11:30:00,winter,5,0.118720,0.240400,0.464360,0.167680,0.154280,0.217040,0.181120,0.184000,0.157400,0.132240,0.166680 -2007-01-12 11:45:00,winter,5,0.121520,0.238280,0.453880,0.163360,0.154200,0.215080,0.174320,0.192000,0.157480,0.132040,0.167360 -2007-01-12 12:00:00,winter,5,0.125400,0.232960,0.439640,0.159920,0.154360,0.212120,0.165880,0.193000,0.152240,0.127040,0.162360 -2007-01-12 12:15:00,winter,5,0.129560,0.225120,0.421640,0.157480,0.154480,0.207800,0.156240,0.191000,0.143160,0.118800,0.153240 -2007-01-12 12:30:00,winter,5,0.133040,0.215680,0.399920,0.155760,0.154320,0.201440,0.146080,0.187000,0.132720,0.109560,0.142520 -2007-01-12 12:45:00,winter,5,0.134840,0.205560,0.374440,0.154560,0.153600,0.192560,0.136000,0.182000,0.123200,0.101640,0.132720 -2007-01-12 13:00:00,winter,5,0.134240,0.195680,0.346160,0.153680,0.152160,0.181080,0.126720,0.180000,0.116520,0.096800,0.125840 -2007-01-12 13:15:00,winter,5,0.131720,0.186640,0.319160,0.153160,0.149920,0.168720,0.118720,0.178000,0.112480,0.094640,0.121640 -2007-01-12 13:30:00,winter,5,0.128040,0.179160,0.298560,0.153120,0.146960,0.157720,0.112600,0.174000,0.110320,0.094200,0.119240 -2007-01-12 13:45:00,winter,5,0.124000,0.173800,0.289360,0.153560,0.143320,0.150280,0.108800,0.167000,0.109320,0.094640,0.117880 -2007-01-12 14:00:00,winter,5,0.120240,0.171040,0.294560,0.154680,0.139200,0.148120,0.107680,0.156000,0.108760,0.095120,0.116880 -2007-01-12 14:15:00,winter,5,0.116840,0.170760,0.309560,0.156800,0.135200,0.150960,0.108360,0.143000,0.108520,0.095480,0.116080 -2007-01-12 14:30:00,winter,5,0.113640,0.172680,0.327680,0.160200,0.132080,0.157960,0.109760,0.130000,0.108400,0.095720,0.115600 -2007-01-12 14:45:00,winter,5,0.110680,0.176600,0.342280,0.165320,0.130640,0.168280,0.110840,0.120000,0.108360,0.095800,0.115400 -2007-01-12 15:00:00,winter,5,0.107920,0.182080,0.348160,0.172240,0.131320,0.180920,0.110680,0.115000,0.108320,0.095760,0.115600 -2007-01-12 15:15:00,winter,5,0.105440,0.188160,0.345560,0.180040,0.133440,0.194120,0.109520,0.113000,0.108360,0.095800,0.116000 -2007-01-12 15:30:00,winter,5,0.103560,0.193880,0.336120,0.187560,0.136160,0.205880,0.107760,0.114000,0.108640,0.096160,0.116520 -2007-01-12 15:45:00,winter,5,0.102360,0.198080,0.321480,0.193680,0.138480,0.214160,0.105800,0.115000,0.109320,0.096960,0.117080 -2007-01-12 16:00:00,winter,5,0.102160,0.200120,0.303160,0.197640,0.139760,0.217720,0.104080,0.116000,0.110600,0.098560,0.117640 -2007-01-12 16:15:00,winter,5,0.103160,0.200720,0.281640,0.200520,0.140240,0.218160,0.103080,0.117000,0.113080,0.101200,0.119080 -2007-01-12 16:30:00,winter,5,0.105640,0.200920,0.257360,0.203920,0.140480,0.217720,0.103160,0.119000,0.117400,0.105240,0.122400 -2007-01-12 16:45:00,winter,5,0.109880,0.201840,0.230720,0.209320,0.140920,0.218680,0.104800,0.124000,0.124120,0.111000,0.128600 -2007-01-12 17:00:00,winter,5,0.116000,0.203960,0.202320,0.217760,0.142000,0.222480,0.108120,0.132000,0.133760,0.119080,0.138240 -2007-01-12 17:15:00,winter,5,0.123720,0.205840,0.173880,0.227840,0.143680,0.227320,0.112240,0.143000,0.146040,0.131080,0.150360 -2007-01-12 17:30:00,winter,5,0.132640,0.205480,0.147400,0.237720,0.145800,0.230520,0.115880,0.155000,0.160560,0.148800,0.163560 -2007-01-12 17:45:00,winter,5,0.142320,0.200880,0.124800,0.245520,0.148160,0.229440,0.117880,0.165000,0.176920,0.174080,0.176400 -2007-01-12 18:00:00,winter,5,0.152360,0.190760,0.107560,0.249840,0.150600,0.222200,0.117280,0.173000,0.194480,0.207320,0.187760 -2007-01-12 18:15:00,winter,5,0.162200,0.176560,0.094600,0.251240,0.152520,0.209920,0.114240,0.179000,0.211520,0.243080,0.197240 -2007-01-12 18:30:00,winter,5,0.171240,0.160520,0.084480,0.250720,0.153360,0.194600,0.109240,0.184000,0.226080,0.274400,0.204760 -2007-01-12 18:45:00,winter,5,0.178960,0.144840,0.075640,0.249440,0.152400,0.178160,0.102760,0.187000,0.236200,0.294400,0.210200 -2007-01-12 19:00:00,winter,5,0.184760,0.131280,0.066880,0.248200,0.149320,0.162280,0.095360,0.190000,0.240360,0.298040,0.213400 -2007-01-12 19:15:00,winter,5,0.188200,0.120120,0.058480,0.247160,0.144440,0.147600,0.087680,0.192000,0.238640,0.287560,0.213840 -2007-01-12 19:30:00,winter,5,0.188920,0.111280,0.051120,0.246280,0.138400,0.134480,0.080480,0.194000,0.231560,0.267040,0.211040 -2007-01-12 19:45:00,winter,5,0.186440,0.104640,0.045400,0.245520,0.131840,0.123280,0.074560,0.195000,0.219520,0.240680,0.204440 -2007-01-12 20:00:00,winter,5,0.180680,0.099960,0.041760,0.244760,0.125320,0.114200,0.070400,0.196000,0.203360,0.212160,0.193920 -2007-01-12 20:15:00,winter,5,0.172720,0.096680,0.039760,0.243320,0.119280,0.107000,0.067600,0.196000,0.184880,0.183840,0.180800 -2007-01-12 20:30:00,winter,5,0.163920,0.094120,0.038680,0.240560,0.114240,0.101160,0.065480,0.195000,0.166080,0.157640,0.166720 -2007-01-12 20:45:00,winter,5,0.155640,0.091560,0.037840,0.235760,0.110680,0.096280,0.063480,0.192000,0.149120,0.135520,0.153320 -2007-01-12 21:00:00,winter,5,0.148920,0.088520,0.036640,0.228320,0.108800,0.091960,0.061040,0.187000,0.135600,0.118920,0.142040 -2007-01-12 21:15:00,winter,5,0.143400,0.085240,0.035160,0.218560,0.108160,0.087960,0.058480,0.180000,0.125200,0.107160,0.132720 -2007-01-12 21:30:00,winter,5,0.138400,0.082040,0.033600,0.206840,0.108000,0.084080,0.056120,0.171000,0.117320,0.099080,0.125080 -2007-01-12 21:45:00,winter,5,0.133160,0.079440,0.032160,0.193680,0.107640,0.080080,0.054400,0.161000,0.111160,0.093480,0.118720 -2007-01-12 22:00:00,winter,5,0.127200,0.077600,0.030920,0.179480,0.106560,0.075920,0.053640,0.148000,0.106080,0.089320,0.113240 -2007-01-12 22:15:00,winter,5,0.120480,0.076440,0.029920,0.164760,0.104920,0.071840,0.053560,0.133000,0.101720,0.086080,0.108320 -2007-01-12 22:30:00,winter,5,0.113280,0.075560,0.029080,0.150080,0.102960,0.068320,0.053920,0.119000,0.097680,0.083320,0.103680 -2007-01-12 22:45:00,winter,5,0.105720,0.074760,0.028360,0.135960,0.101000,0.065680,0.054400,0.106000,0.093560,0.080600,0.098920 -2007-01-12 23:00:00,winter,5,0.097960,0.073680,0.027720,0.122840,0.099280,0.064240,0.054680,0.095000,0.089120,0.077680,0.093880 -2007-01-12 23:15:00,winter,5,0.090200,0.072280,0.027200,0.110600,0.097840,0.063640,0.054600,0.085000,0.084560,0.074640,0.088720 -2007-01-12 23:30:00,winter,5,0.082480,0.070480,0.026760,0.099080,0.096600,0.063400,0.053880,0.077000,0.080080,0.071640,0.083720 -2007-01-12 23:45:00,winter,5,0.074920,0.068200,0.026480,0.088040,0.095560,0.063000,0.052400,0.069000,0.075960,0.068920,0.079120 -2007-01-13 00:00:00,winter,6,0.070840,0.070000,0.025800,0.080560,0.095280,0.062200,0.066560,0.067000,0.073960,0.073960,0.077080 -2007-01-13 00:15:00,winter,6,0.068160,0.072960,0.025160,0.074560,0.095480,0.061160,0.087240,0.068000,0.073000,0.073000,0.076280 -2007-01-13 00:30:00,winter,6,0.065920,0.075880,0.024680,0.069200,0.096200,0.060120,0.111680,0.069000,0.072600,0.072600,0.076080 -2007-01-13 00:45:00,winter,6,0.063240,0.077560,0.024600,0.063600,0.097360,0.059400,0.137040,0.068000,0.072240,0.072240,0.075840 -2007-01-13 01:00:00,winter,6,0.059480,0.077120,0.024960,0.057120,0.098880,0.059120,0.160680,0.065000,0.071520,0.071520,0.075040 -2007-01-13 01:15:00,winter,6,0.054960,0.075040,0.025560,0.050360,0.100280,0.059200,0.180760,0.061000,0.070400,0.070400,0.073680 -2007-01-13 01:30:00,winter,6,0.050440,0.072120,0.026160,0.044120,0.100960,0.059360,0.195600,0.056000,0.069040,0.069040,0.072000 -2007-01-13 01:45:00,winter,6,0.046600,0.069160,0.026480,0.039120,0.100400,0.059400,0.203520,0.052000,0.067600,0.067600,0.070080 -2007-01-13 02:00:00,winter,6,0.043960,0.066800,0.026280,0.036000,0.098200,0.059080,0.203720,0.049000,0.066200,0.066200,0.068120 -2007-01-13 02:15:00,winter,6,0.042280,0.065160,0.025720,0.034400,0.095080,0.058560,0.198880,0.048000,0.064800,0.064800,0.066160 -2007-01-13 02:30:00,winter,6,0.041360,0.064080,0.025080,0.033680,0.091880,0.058000,0.192600,0.048000,0.063440,0.063440,0.064320 -2007-01-13 02:45:00,winter,6,0.040800,0.063520,0.024600,0.033240,0.089520,0.057600,0.188400,0.047000,0.062080,0.062080,0.062640 -2007-01-13 03:00:00,winter,6,0.040320,0.063400,0.024400,0.032680,0.088560,0.057440,0.189080,0.047000,0.060680,0.060680,0.061200 -2007-01-13 03:15:00,winter,6,0.039880,0.063600,0.024440,0.032040,0.088560,0.057520,0.193960,0.046000,0.059400,0.059400,0.060000 -2007-01-13 03:30:00,winter,6,0.039480,0.063960,0.024560,0.031520,0.088720,0.057600,0.201600,0.046000,0.058280,0.058280,0.059120 -2007-01-13 03:45:00,winter,6,0.039120,0.064480,0.024600,0.031320,0.088280,0.057600,0.210560,0.045000,0.057440,0.057440,0.058520 -2007-01-13 04:00:00,winter,6,0.038760,0.065000,0.024440,0.031520,0.086840,0.057400,0.219600,0.044000,0.056920,0.056920,0.058280 -2007-01-13 04:15:00,winter,6,0.038480,0.065600,0.024280,0.031720,0.085080,0.057160,0.228160,0.044000,0.056800,0.056800,0.058320 -2007-01-13 04:30:00,winter,6,0.038320,0.066320,0.024240,0.031520,0.084200,0.057160,0.236000,0.044000,0.056960,0.056960,0.058720 -2007-01-13 04:45:00,winter,6,0.038280,0.067280,0.024600,0.030320,0.085280,0.057600,0.242800,0.044000,0.057440,0.057440,0.059360 -2007-01-13 05:00:00,winter,6,0.038480,0.068480,0.025400,0.028120,0.088960,0.058640,0.248360,0.044000,0.058160,0.058160,0.060240 -2007-01-13 05:15:00,winter,6,0.039080,0.069880,0.026480,0.026400,0.094120,0.060200,0.252480,0.045000,0.059200,0.059200,0.061320 -2007-01-13 05:30:00,winter,6,0.040320,0.071400,0.027560,0.027120,0.099280,0.062000,0.255040,0.045000,0.060480,0.060480,0.062400 -2007-01-13 05:45:00,winter,6,0.042440,0.072880,0.028360,0.032280,0.102800,0.063880,0.255920,0.045000,0.062080,0.062080,0.063480 -2007-01-13 06:00:00,winter,6,0.045640,0.074440,0.028680,0.042880,0.103680,0.065920,0.255120,0.045000,0.064080,0.064080,0.064520 -2007-01-13 06:15:00,winter,6,0.049920,0.076840,0.028680,0.056160,0.102560,0.069280,0.253160,0.044000,0.067400,0.067400,0.066160 -2007-01-13 06:30:00,winter,6,0.055240,0.080960,0.028480,0.068520,0.100680,0.075600,0.250520,0.044000,0.072880,0.072880,0.069120 -2007-01-13 06:45:00,winter,6,0.061600,0.087840,0.028360,0.076280,0.099200,0.086400,0.247840,0.045000,0.081520,0.081520,0.074200 -2007-01-13 07:00:00,winter,6,0.068920,0.098000,0.028480,0.077000,0.099120,0.102440,0.245360,0.048000,0.093920,0.093920,0.081840 -2007-01-13 07:15:00,winter,6,0.077080,0.110680,0.029040,0.072840,0.100800,0.121880,0.241960,0.051000,0.109440,0.109440,0.091720 -2007-01-13 07:30:00,winter,6,0.086080,0.124760,0.030200,0.067240,0.104400,0.142000,0.236200,0.055000,0.126920,0.126920,0.103120 -2007-01-13 07:45:00,winter,6,0.095720,0.139200,0.032160,0.063600,0.110080,0.160160,0.226680,0.060000,0.145440,0.145440,0.115400 -2007-01-13 08:00:00,winter,6,0.105840,0.152960,0.034960,0.064480,0.117680,0.174400,0.212680,0.064000,0.163840,0.163840,0.128080 -2007-01-13 08:15:00,winter,6,0.115800,0.165400,0.038360,0.069480,0.126120,0.185040,0.196240,0.069000,0.180960,0.180960,0.141000 -2007-01-13 08:30:00,winter,6,0.124880,0.175960,0.041960,0.077400,0.133920,0.193160,0.180160,0.072000,0.195600,0.195600,0.154080 -2007-01-13 08:45:00,winter,6,0.132320,0.184080,0.045400,0.087040,0.139720,0.199760,0.167240,0.075000,0.206560,0.206560,0.167360 -2007-01-13 09:00:00,winter,6,0.137640,0.189480,0.048320,0.097440,0.142440,0.205680,0.159440,0.077000,0.212880,0.212880,0.180480 -2007-01-13 09:15:00,winter,6,0.141120,0.192800,0.050840,0.108360,0.142960,0.210960,0.155520,0.081000,0.214640,0.214640,0.192080 -2007-01-13 09:30:00,winter,6,0.143320,0.195080,0.052960,0.119880,0.142440,0.215320,0.153440,0.087000,0.212120,0.212120,0.200640 -2007-01-13 09:45:00,winter,6,0.144840,0.197160,0.054840,0.132040,0.142120,0.218680,0.151120,0.097000,0.205640,0.205640,0.204440 -2007-01-13 10:00:00,winter,6,0.146040,0.199760,0.056520,0.144680,0.142920,0.220800,0.147040,0.112000,0.195880,0.195880,0.202680 -2007-01-13 10:15:00,winter,6,0.147200,0.202680,0.057840,0.156720,0.144560,0.221960,0.141520,0.131000,0.185000,0.185000,0.197440 -2007-01-13 10:30:00,winter,6,0.148440,0.205400,0.058640,0.166920,0.146320,0.222360,0.135560,0.150000,0.175360,0.175360,0.191600 -2007-01-13 10:45:00,winter,6,0.149800,0.207440,0.058640,0.174120,0.147560,0.222240,0.129960,0.166000,0.169520,0.169520,0.187960 -2007-01-13 11:00:00,winter,6,0.151480,0.208400,0.057760,0.177440,0.147880,0.221880,0.125560,0.178000,0.168920,0.168920,0.188400 -2007-01-13 11:15:00,winter,6,0.153520,0.208360,0.056280,0.177680,0.147480,0.221400,0.122640,0.185000,0.171320,0.171320,0.190960 -2007-01-13 11:30:00,winter,6,0.156000,0.207360,0.054560,0.176160,0.146840,0.220880,0.121360,0.188000,0.173480,0.173480,0.192640 -2007-01-13 11:45:00,winter,6,0.158960,0.205560,0.052960,0.174120,0.146360,0.220480,0.121920,0.188000,0.172280,0.172280,0.190440 -2007-01-13 12:00:00,winter,6,0.162400,0.203040,0.051720,0.172600,0.146360,0.220160,0.124120,0.187000,0.165440,0.165440,0.182320 -2007-01-13 12:15:00,winter,6,0.165760,0.199720,0.050560,0.171960,0.146480,0.219400,0.126440,0.184000,0.154480,0.154480,0.170040 -2007-01-13 12:30:00,winter,6,0.168440,0.195600,0.049200,0.172400,0.146240,0.217640,0.127000,0.181000,0.142040,0.142040,0.156200 -2007-01-13 12:45:00,winter,6,0.169800,0.190600,0.047280,0.174120,0.145160,0.214160,0.123920,0.179000,0.130600,0.130600,0.143440 -2007-01-13 13:00:00,winter,6,0.169400,0.184640,0.044560,0.177040,0.142840,0.208440,0.116080,0.178000,0.122120,0.122120,0.133800 -2007-01-13 13:15:00,winter,6,0.167560,0.177480,0.041400,0.180360,0.139240,0.200200,0.105040,0.177000,0.116160,0.116160,0.126760 -2007-01-13 13:30:00,winter,6,0.164760,0.168960,0.038360,0.183000,0.134560,0.189280,0.093120,0.177000,0.111600,0.111600,0.121280 -2007-01-13 13:45:00,winter,6,0.161480,0.158840,0.035920,0.183880,0.128800,0.175480,0.082600,0.178000,0.107440,0.107440,0.116240 -2007-01-13 14:00:00,winter,6,0.158120,0.147160,0.034480,0.182400,0.122240,0.158920,0.075320,0.179000,0.102880,0.102880,0.110800 -2007-01-13 14:15:00,winter,6,0.154880,0.134760,0.033880,0.179480,0.115520,0.141200,0.070840,0.180000,0.098240,0.098240,0.105320 -2007-01-13 14:30:00,winter,6,0.151800,0.122720,0.033840,0.176600,0.109400,0.124200,0.068200,0.181000,0.094000,0.094000,0.100320 -2007-01-13 14:45:00,winter,6,0.149000,0.112120,0.034040,0.175080,0.104640,0.109800,0.066480,0.182000,0.090760,0.090760,0.096440 -2007-01-13 15:00:00,winter,6,0.146520,0.103760,0.034240,0.176040,0.101760,0.099400,0.064920,0.184000,0.088960,0.088960,0.094080 -2007-01-13 15:15:00,winter,6,0.144440,0.097440,0.034360,0.178920,0.100480,0.092520,0.063480,0.185000,0.088200,0.088200,0.092920 -2007-01-13 15:30:00,winter,6,0.142760,0.092600,0.034320,0.182800,0.100200,0.088200,0.062280,0.186000,0.088040,0.088040,0.092520 -2007-01-13 15:45:00,winter,6,0.141480,0.088760,0.034040,0.186840,0.100400,0.085480,0.061480,0.186000,0.088000,0.088000,0.092320 -2007-01-13 16:00:00,winter,6,0.140840,0.085600,0.033520,0.190360,0.100640,0.083560,0.061160,0.186000,0.087880,0.087880,0.092160 -2007-01-13 16:15:00,winter,6,0.141680,0.083320,0.032880,0.193800,0.101040,0.082480,0.061480,0.187000,0.088480,0.088480,0.092800 -2007-01-13 16:30:00,winter,6,0.144880,0.082400,0.032360,0.197920,0.101880,0.082440,0.062520,0.190000,0.090920,0.090920,0.095240 -2007-01-13 16:45:00,winter,6,0.151480,0.083160,0.032160,0.203480,0.103400,0.083680,0.064480,0.196000,0.096320,0.096320,0.100560 -2007-01-13 17:00:00,winter,6,0.161920,0.085800,0.032400,0.210760,0.105800,0.086200,0.067320,0.207000,0.105440,0.105440,0.109360 -2007-01-13 17:15:00,winter,6,0.174600,0.089560,0.032920,0.218840,0.108680,0.089320,0.070520,0.221000,0.117840,0.117840,0.120560 -2007-01-13 17:30:00,winter,6,0.187360,0.093360,0.033560,0.226320,0.111480,0.092080,0.073480,0.236000,0.132640,0.132640,0.132720 -2007-01-13 17:45:00,winter,6,0.198080,0.096240,0.034040,0.231840,0.113680,0.093600,0.075560,0.252000,0.149120,0.149120,0.144280 -2007-01-13 18:00:00,winter,6,0.205160,0.097440,0.034240,0.234400,0.115000,0.093240,0.076360,0.266000,0.166440,0.166440,0.154160 -2007-01-13 18:15:00,winter,6,0.209120,0.097400,0.034200,0.234480,0.115720,0.091800,0.075920,0.278000,0.183440,0.183440,0.162720 -2007-01-13 18:30:00,winter,6,0.211120,0.096760,0.034120,0.233000,0.116320,0.090360,0.074560,0.288000,0.199040,0.199040,0.170720 -2007-01-13 18:45:00,winter,6,0.212240,0.096240,0.034040,0.230840,0.117320,0.090000,0.072560,0.294000,0.212120,0.212120,0.178880 -2007-01-13 19:00:00,winter,6,0.213200,0.096360,0.034120,0.228760,0.118960,0.091400,0.070120,0.298000,0.221520,0.221520,0.187480 -2007-01-13 19:15:00,winter,6,0.213000,0.096800,0.034240,0.226880,0.120600,0.093720,0.067520,0.299000,0.226160,0.226160,0.194800 -2007-01-13 19:30:00,winter,6,0.210360,0.097240,0.034240,0.225280,0.121360,0.095760,0.064880,0.296000,0.224920,0.224920,0.198720 -2007-01-13 19:45:00,winter,6,0.203920,0.097160,0.034040,0.224000,0.120360,0.096280,0.062480,0.291000,0.216760,0.216760,0.197040 -2007-01-13 20:00:00,winter,6,0.192920,0.096320,0.033480,0.222960,0.117000,0.094440,0.060400,0.283000,0.201280,0.201280,0.188440 -2007-01-13 20:15:00,winter,6,0.179000,0.094760,0.032600,0.221520,0.112120,0.090760,0.058560,0.273000,0.181320,0.181320,0.175080 -2007-01-13 20:30:00,winter,6,0.164440,0.092800,0.031520,0.218840,0.106800,0.086280,0.056960,0.263000,0.160280,0.160280,0.159920 -2007-01-13 20:45:00,winter,6,0.151480,0.090640,0.030240,0.214240,0.102200,0.081880,0.055400,0.252000,0.141720,0.141720,0.145920 -2007-01-13 21:00:00,winter,6,0.141880,0.088480,0.028960,0.206960,0.099160,0.078360,0.053840,0.241000,0.128280,0.128280,0.135400 -2007-01-13 21:15:00,winter,6,0.135320,0.086400,0.027760,0.197000,0.097400,0.075480,0.052200,0.231000,0.119280,0.119280,0.127840 -2007-01-13 21:30:00,winter,6,0.131000,0.084320,0.026880,0.184400,0.096360,0.072880,0.050400,0.221000,0.113160,0.113160,0.122120 -2007-01-13 21:45:00,winter,6,0.128160,0.082240,0.026480,0.169240,0.095560,0.070200,0.048360,0.210000,0.108360,0.108360,0.117080 -2007-01-13 22:00:00,winter,6,0.126080,0.080120,0.026680,0.151800,0.094520,0.067120,0.046080,0.199000,0.103680,0.103680,0.111680 -2007-01-13 22:15:00,winter,6,0.124080,0.078000,0.027280,0.133680,0.093320,0.064040,0.043800,0.186000,0.098800,0.098800,0.105920 -2007-01-13 22:30:00,winter,6,0.121640,0.075920,0.027920,0.116720,0.092000,0.061280,0.041760,0.174000,0.093880,0.093880,0.099960 -2007-01-13 22:45:00,winter,6,0.118200,0.073800,0.028360,0.102720,0.090720,0.059400,0.040320,0.161000,0.088920,0.088920,0.093960 -2007-01-13 23:00:00,winter,6,0.113360,0.071720,0.028360,0.092960,0.089560,0.058560,0.039560,0.147000,0.084000,0.084000,0.088120 -2007-01-13 23:15:00,winter,6,0.107400,0.069640,0.027960,0.086600,0.088640,0.058520,0.039360,0.135000,0.079320,0.079320,0.082600 -2007-01-13 23:30:00,winter,6,0.100840,0.067560,0.027280,0.082160,0.088000,0.058640,0.039400,0.122000,0.075040,0.075040,0.077640 -2007-01-13 23:45:00,winter,6,0.094040,0.065400,0.026480,0.078240,0.087680,0.058480,0.039280,0.111000,0.071320,0.071320,0.073360 -2007-01-14 00:00:00,winter,7,0.087440,0.063200,0.025680,0.073760,0.087800,0.057640,0.038880,0.100000,0.068320,0.063480,0.070000 -2007-01-14 00:15:00,winter,7,0.081120,0.061040,0.025040,0.068720,0.088240,0.056360,0.038360,0.091000,0.066040,0.062240,0.067440 -2007-01-14 00:30:00,winter,7,0.075000,0.058920,0.024600,0.063560,0.089040,0.055000,0.038080,0.083000,0.064280,0.061440,0.065600 -2007-01-14 00:45:00,winter,7,0.069080,0.057000,0.024600,0.058680,0.090120,0.054000,0.038280,0.077000,0.063000,0.060760,0.064320 -2007-01-14 01:00:00,winter,7,0.063440,0.055280,0.025000,0.054400,0.091360,0.053560,0.039240,0.073000,0.062080,0.059920,0.063440 -2007-01-14 01:15:00,winter,7,0.058200,0.053680,0.025600,0.050600,0.092440,0.053560,0.040520,0.071000,0.061360,0.058960,0.062880 -2007-01-14 01:30:00,winter,7,0.053640,0.052120,0.026200,0.047200,0.092960,0.053800,0.041720,0.069000,0.060800,0.058040,0.062400 -2007-01-14 01:45:00,winter,7,0.049920,0.050440,0.026480,0.044000,0.092520,0.054000,0.042320,0.067000,0.060200,0.057240,0.061840 -2007-01-14 02:00:00,winter,7,0.047280,0.048680,0.026280,0.040960,0.090960,0.053960,0.041960,0.065000,0.059520,0.056640,0.061040 -2007-01-14 02:15:00,winter,7,0.045480,0.046880,0.025720,0.038200,0.088680,0.053720,0.040920,0.063000,0.058760,0.056280,0.060120 -2007-01-14 02:30:00,winter,7,0.044240,0.045240,0.025080,0.035880,0.086360,0.053400,0.039560,0.061000,0.058040,0.056080,0.059240 -2007-01-14 02:45:00,winter,7,0.043280,0.043920,0.024600,0.034240,0.084680,0.053080,0.038280,0.059000,0.057440,0.056080,0.058520 -2007-01-14 03:00:00,winter,7,0.042360,0.043040,0.024400,0.033360,0.084000,0.052840,0.037400,0.057000,0.057000,0.056200,0.058120 -2007-01-14 03:15:00,winter,7,0.041480,0.042520,0.024440,0.033040,0.083960,0.052680,0.036920,0.055000,0.056760,0.056320,0.057960 -2007-01-14 03:30:00,winter,7,0.040680,0.042240,0.024560,0.033080,0.084000,0.052480,0.036880,0.054000,0.056600,0.056320,0.057840 -2007-01-14 03:45:00,winter,7,0.039960,0.042040,0.024600,0.033240,0.083440,0.052200,0.037280,0.052000,0.056520,0.056080,0.057720 -2007-01-14 04:00:00,winter,7,0.039320,0.041880,0.024440,0.033320,0.082040,0.051840,0.038040,0.050000,0.056440,0.055520,0.057440 -2007-01-14 04:15:00,winter,7,0.038840,0.041760,0.024280,0.033080,0.080560,0.051600,0.039040,0.048000,0.056520,0.054960,0.057320 -2007-01-14 04:30:00,winter,7,0.038480,0.041800,0.024240,0.032480,0.080080,0.051640,0.040200,0.046000,0.056800,0.054640,0.057600 -2007-01-14 04:45:00,winter,7,0.038280,0.042040,0.024600,0.031320,0.081640,0.052200,0.041320,0.045000,0.057440,0.054920,0.058520 -2007-01-14 05:00:00,winter,7,0.038280,0.042560,0.025360,0.029680,0.085880,0.053400,0.042320,0.044000,0.058560,0.056120,0.060400 -2007-01-14 05:15:00,winter,7,0.038400,0.043360,0.026440,0.028520,0.091560,0.055160,0.043400,0.044000,0.060520,0.058640,0.063320 -2007-01-14 05:30:00,winter,7,0.038680,0.044440,0.027520,0.029000,0.096960,0.057240,0.044680,0.044000,0.063720,0.062760,0.067360 -2007-01-14 05:45:00,winter,7,0.039120,0.045800,0.028360,0.032280,0.100400,0.059400,0.046360,0.044000,0.068560,0.068920,0.072560 -2007-01-14 06:00:00,winter,7,0.039680,0.047360,0.028760,0.038920,0.100680,0.061480,0.048520,0.043000,0.075320,0.077520,0.078920 -2007-01-14 06:15:00,winter,7,0.040400,0.048960,0.028800,0.047240,0.098800,0.063320,0.051000,0.043000,0.084120,0.089240,0.086480 -2007-01-14 06:30:00,winter,7,0.041320,0.050400,0.028640,0.054920,0.096200,0.064760,0.053400,0.043000,0.094840,0.104800,0.095080 -2007-01-14 06:45:00,winter,7,0.042440,0.051400,0.028360,0.059680,0.094360,0.065680,0.055400,0.044000,0.107440,0.125000,0.104680 -2007-01-14 07:00:00,winter,7,0.044000,0.051800,0.028160,0.059840,0.094360,0.066000,0.056840,0.047000,0.121880,0.150120,0.115200 -2007-01-14 07:15:00,winter,7,0.046600,0.051680,0.028080,0.056600,0.095760,0.065720,0.057600,0.051000,0.137840,0.178520,0.126480 -2007-01-14 07:30:00,winter,7,0.051080,0.051200,0.028120,0.051680,0.097640,0.065000,0.057760,0.056000,0.155040,0.208240,0.138400 -2007-01-14 07:45:00,winter,7,0.058280,0.050440,0.028360,0.046960,0.099200,0.063880,0.057440,0.060000,0.173200,0.237160,0.150840 -2007-01-14 08:00:00,winter,7,0.068600,0.049600,0.028800,0.043960,0.099720,0.062520,0.056640,0.064000,0.191720,0.263000,0.163560 -2007-01-14 08:15:00,winter,7,0.081320,0.048960,0.029320,0.043680,0.099560,0.061040,0.055680,0.068000,0.208560,0.282120,0.175800 -2007-01-14 08:30:00,winter,7,0.095160,0.048800,0.029840,0.046680,0.099200,0.059640,0.054840,0.075000,0.221360,0.290760,0.186680 -2007-01-14 08:45:00,winter,7,0.109040,0.049520,0.030240,0.053800,0.099200,0.058480,0.054400,0.087000,0.227880,0.285080,0.195360 -2007-01-14 09:00:00,winter,7,0.121920,0.051280,0.030480,0.065240,0.099840,0.057720,0.054640,0.103000,0.226440,0.263080,0.201080 -2007-01-14 09:15:00,winter,7,0.133720,0.053800,0.030520,0.079440,0.100920,0.057320,0.055440,0.124000,0.218600,0.230440,0.203440 -2007-01-14 09:30:00,winter,7,0.144400,0.056760,0.030400,0.094560,0.102040,0.057280,0.056760,0.146000,0.206600,0.194760,0.202200 -2007-01-14 09:45:00,winter,7,0.153960,0.059800,0.030240,0.108560,0.102800,0.057600,0.058440,0.167000,0.192680,0.163560,0.197040 -2007-01-14 10:00:00,winter,7,0.162560,0.062600,0.030080,0.119960,0.102920,0.058240,0.060400,0.187000,0.178960,0.142800,0.188200 -2007-01-14 10:15:00,winter,7,0.170480,0.065080,0.030000,0.128800,0.102480,0.059200,0.062480,0.204000,0.166960,0.131760,0.177840 -2007-01-14 10:30:00,winter,7,0.178040,0.067240,0.030000,0.135600,0.101760,0.060480,0.064560,0.219000,0.158080,0.128160,0.168640 -2007-01-14 10:45:00,winter,7,0.185600,0.069160,0.030240,0.140840,0.101000,0.062080,0.066480,0.231000,0.153760,0.129680,0.163240 -2007-01-14 11:00:00,winter,7,0.193320,0.070760,0.030760,0.144920,0.100400,0.063920,0.068200,0.241000,0.154600,0.134040,0.163320 -2007-01-14 11:15:00,winter,7,0.200600,0.072200,0.031360,0.147840,0.099960,0.065720,0.069600,0.249000,0.158200,0.138920,0.166600 -2007-01-14 11:30:00,winter,7,0.206640,0.073480,0.031880,0.149440,0.099760,0.067040,0.070720,0.255000,0.161440,0.142120,0.169840 -2007-01-14 11:45:00,winter,7,0.210560,0.074760,0.032160,0.149680,0.099800,0.067480,0.071520,0.258000,0.161160,0.141360,0.169840 -2007-01-14 12:00:00,winter,7,0.211800,0.076040,0.032040,0.148560,0.100040,0.066840,0.072040,0.258000,0.155200,0.135240,0.164240 -2007-01-14 12:15:00,winter,7,0.210200,0.077280,0.031600,0.146800,0.100480,0.065440,0.072120,0.256000,0.145360,0.125440,0.154840 -2007-01-14 12:30:00,winter,7,0.205880,0.078440,0.031000,0.145240,0.101000,0.063720,0.071680,0.254000,0.134400,0.114560,0.144280 -2007-01-14 12:45:00,winter,7,0.198920,0.079440,0.030240,0.144760,0.101600,0.062080,0.070520,0.252000,0.125040,0.105160,0.135200 -2007-01-14 13:00:00,winter,7,0.189560,0.080120,0.029560,0.145960,0.102160,0.060960,0.068680,0.251000,0.119440,0.099200,0.129640 -2007-01-14 13:15:00,winter,7,0.178720,0.080480,0.028920,0.148320,0.102400,0.060320,0.066320,0.249000,0.116920,0.096400,0.126920 -2007-01-14 13:30:00,winter,7,0.167320,0.080280,0.028520,0.151120,0.102120,0.060120,0.063840,0.245000,0.116120,0.095960,0.125680 -2007-01-14 13:45:00,winter,7,0.156480,0.079440,0.028360,0.153560,0.101000,0.060280,0.061480,0.238000,0.115800,0.096960,0.124480 -2007-01-14 14:00:00,winter,7,0.146960,0.077840,0.028560,0.155080,0.098920,0.060720,0.059520,0.225000,0.114800,0.098720,0.122320 -2007-01-14 14:15:00,winter,7,0.138880,0.075720,0.029000,0.155560,0.096320,0.061360,0.058000,0.209000,0.113240,0.100720,0.119360 -2007-01-14 14:30:00,winter,7,0.132120,0.073360,0.029600,0.155040,0.093800,0.062160,0.057000,0.192000,0.111320,0.102600,0.116080 -2007-01-14 14:45:00,winter,7,0.126520,0.071000,0.030240,0.153560,0.091920,0.063000,0.056440,0.177000,0.109320,0.104000,0.112920 -2007-01-14 15:00:00,winter,7,0.121960,0.068880,0.030880,0.151360,0.091160,0.063840,0.056320,0.164000,0.107480,0.104640,0.110400 -2007-01-14 15:15:00,winter,7,0.118160,0.066960,0.031400,0.149000,0.091240,0.064600,0.056520,0.155000,0.106120,0.104800,0.108640 -2007-01-14 15:30:00,winter,7,0.114760,0.065200,0.031840,0.147200,0.091840,0.065240,0.056960,0.148000,0.105400,0.104840,0.107800 -2007-01-14 15:45:00,winter,7,0.111520,0.063520,0.032160,0.146720,0.092520,0.065680,0.057440,0.142000,0.105600,0.105160,0.108000 -2007-01-14 16:00:00,winter,7,0.108320,0.062040,0.032360,0.148120,0.093040,0.065960,0.057920,0.138000,0.106920,0.106080,0.109400 -2007-01-14 16:15:00,winter,7,0.105880,0.061240,0.032400,0.151200,0.093400,0.066480,0.058560,0.136000,0.109760,0.107920,0.112360 -2007-01-14 16:30:00,winter,7,0.105240,0.061800,0.032360,0.155720,0.093600,0.067720,0.059680,0.138000,0.114440,0.111000,0.117240 -2007-01-14 16:45:00,winter,7,0.107360,0.064480,0.032160,0.161400,0.093760,0.070200,0.061480,0.146000,0.121360,0.115680,0.124480 -2007-01-14 17:00:00,winter,7,0.112880,0.069560,0.031840,0.167840,0.093920,0.074160,0.064040,0.159000,0.130720,0.122480,0.134200 -2007-01-14 17:15:00,winter,7,0.120880,0.076000,0.031640,0.174480,0.094360,0.078840,0.067120,0.177000,0.142400,0.133160,0.145560 -2007-01-14 17:30:00,winter,7,0.130040,0.082560,0.031640,0.180680,0.095240,0.083240,0.070080,0.197000,0.156040,0.149680,0.157520 -2007-01-14 17:45:00,winter,7,0.139000,0.087840,0.032160,0.185840,0.096760,0.086400,0.072560,0.217000,0.171360,0.174080,0.169000 -2007-01-14 18:00:00,winter,7,0.146800,0.090840,0.033200,0.189560,0.099120,0.087600,0.074040,0.235000,0.187800,0.206880,0.179160 -2007-01-14 18:15:00,winter,7,0.153520,0.092080,0.034440,0.192080,0.102160,0.087480,0.074400,0.250000,0.204040,0.242880,0.187920 -2007-01-14 18:30:00,winter,7,0.159680,0.092360,0.035520,0.193920,0.105680,0.087040,0.073600,0.260000,0.218560,0.275440,0.195480 -2007-01-14 18:45:00,winter,7,0.165640,0.092520,0.035920,0.195640,0.109480,0.087280,0.071520,0.263000,0.229720,0.297920,0.201960 -2007-01-14 19:00:00,winter,7,0.171560,0.093160,0.035440,0.197560,0.113200,0.088800,0.068280,0.260000,0.236200,0.305240,0.207360 -2007-01-14 19:15:00,winter,7,0.176440,0.094000,0.034320,0.199440,0.116240,0.090920,0.064360,0.252000,0.237440,0.298640,0.210520 -2007-01-14 19:30:00,winter,7,0.179040,0.094560,0.033080,0.200880,0.117880,0.092560,0.060520,0.243000,0.232920,0.280840,0.210280 -2007-01-14 19:45:00,winter,7,0.178120,0.094360,0.032160,0.201520,0.117320,0.092680,0.057440,0.233000,0.222320,0.254680,0.205280 -2007-01-14 20:00:00,winter,7,0.172880,0.093040,0.031880,0.201000,0.114200,0.090560,0.055560,0.226000,0.205680,0.223120,0.194840 -2007-01-14 20:15:00,winter,7,0.164720,0.090800,0.032080,0.199240,0.109400,0.086840,0.054600,0.222000,0.185520,0.189680,0.180720 -2007-01-14 20:30:00,winter,7,0.155560,0.088040,0.032280,0.196160,0.104200,0.082440,0.054080,0.217000,0.164760,0.158040,0.165280 -2007-01-14 20:45:00,winter,7,0.147320,0.085040,0.032160,0.191720,0.099800,0.078280,0.053400,0.212000,0.146360,0.132040,0.150840 -2007-01-14 21:00:00,winter,7,0.141400,0.082120,0.031440,0.185800,0.097120,0.075120,0.052200,0.206000,0.132640,0.114240,0.139280 -2007-01-14 21:15:00,winter,7,0.137200,0.079400,0.030320,0.178080,0.095880,0.072680,0.050520,0.197000,0.123000,0.103440,0.130400 -2007-01-14 21:30:00,winter,7,0.133720,0.076960,0.029200,0.168120,0.095360,0.070600,0.048520,0.186000,0.116280,0.097280,0.123480 -2007-01-14 21:45:00,winter,7,0.129840,0.074760,0.028360,0.155520,0.094960,0.068400,0.046360,0.173000,0.111160,0.093480,0.117880 -2007-01-14 22:00:00,winter,7,0.124800,0.072840,0.028080,0.140240,0.094080,0.065760,0.044120,0.158000,0.106600,0.090000,0.112960 -2007-01-14 22:15:00,winter,7,0.118600,0.071080,0.028160,0.123680,0.092800,0.063000,0.042000,0.141000,0.102120,0.086560,0.108280 -2007-01-14 22:30:00,winter,7,0.111600,0.069280,0.028320,0.107640,0.091240,0.060440,0.040000,0.124000,0.097560,0.083040,0.103440 -2007-01-14 22:45:00,winter,7,0.104040,0.067280,0.028360,0.093920,0.089520,0.058480,0.038280,0.109000,0.092640,0.079440,0.098120 -2007-01-14 23:00:00,winter,7,0.096240,0.064960,0.028080,0.083760,0.087800,0.057440,0.036920,0.096000,0.087200,0.075800,0.092040 -2007-01-14 23:15:00,winter,7,0.088400,0.062560,0.027520,0.076680,0.086440,0.057080,0.036000,0.085000,0.081640,0.072280,0.085760 -2007-01-14 23:30:00,winter,7,0.080680,0.060440,0.026960,0.071600,0.085680,0.057240,0.035760,0.076000,0.076480,0.069160,0.079880 -2007-01-14 23:45:00,winter,7,0.073240,0.058880,0.026480,0.067480,0.085880,0.057600,0.036280,0.068000,0.072240,0.066600,0.075000 -2007-01-15 00:00:00,transition,1,0.077760,0.073000,0.020240,0.070520,0.091240,0.067200,0.056000,0.061000,0.070320,0.064400,0.073160 -2007-01-15 00:15:00,transition,1,0.069560,0.070040,0.019680,0.061920,0.090200,0.066040,0.051240,0.055000,0.067080,0.062560,0.069280 -2007-01-15 00:30:00,transition,1,0.062400,0.067120,0.019240,0.054400,0.089400,0.064920,0.046600,0.050000,0.064320,0.061000,0.066000 -2007-01-15 00:45:00,transition,1,0.056600,0.064480,0.018920,0.047920,0.088920,0.063880,0.043320,0.046000,0.062080,0.059600,0.063480 -2007-01-15 01:00:00,transition,1,0.052480,0.062320,0.018800,0.042520,0.088720,0.062960,0.042400,0.044000,0.060320,0.058200,0.061800 -2007-01-15 01:15:00,transition,1,0.049720,0.060600,0.018800,0.038120,0.088800,0.062160,0.042920,0.042000,0.059040,0.057000,0.060720 -2007-01-15 01:30:00,transition,1,0.047880,0.059200,0.018840,0.034720,0.089080,0.061560,0.043680,0.041000,0.058120,0.056240,0.060000 -2007-01-15 01:45:00,transition,1,0.046600,0.057920,0.018920,0.032280,0.089520,0.061200,0.043320,0.040000,0.057440,0.056080,0.059360 -2007-01-15 02:00:00,transition,1,0.045520,0.056720,0.018920,0.030760,0.090000,0.061040,0.041360,0.040000,0.056880,0.056640,0.058600 -2007-01-15 02:15:00,transition,1,0.044560,0.055600,0.018880,0.029920,0.090320,0.061080,0.040120,0.039000,0.056440,0.057560,0.057720 -2007-01-15 02:30:00,transition,1,0.043800,0.054720,0.018880,0.029520,0.090240,0.061160,0.042760,0.038000,0.056040,0.058320,0.056880 -2007-01-15 02:45:00,transition,1,0.043280,0.054200,0.018920,0.029360,0.089520,0.061200,0.052400,0.038000,0.055560,0.058400,0.056040 -2007-01-15 03:00:00,transition,1,0.043040,0.054120,0.019040,0.029160,0.088000,0.061080,0.070960,0.038000,0.055040,0.057520,0.055400 -2007-01-15 03:15:00,transition,1,0.043000,0.054600,0.019120,0.029040,0.086040,0.060880,0.095920,0.038000,0.054520,0.055920,0.054880 -2007-01-15 03:30:00,transition,1,0.043120,0.055840,0.019120,0.029080,0.084000,0.060600,0.123520,0.038000,0.054040,0.054120,0.054560 -2007-01-15 03:45:00,transition,1,0.043280,0.057920,0.018920,0.029360,0.082240,0.060280,0.150120,0.038000,0.053720,0.052560,0.054400 -2007-01-15 04:00:00,transition,1,0.043440,0.060920,0.018520,0.029880,0.081120,0.060000,0.172600,0.038000,0.053600,0.051680,0.054480 -2007-01-15 04:15:00,transition,1,0.043720,0.064440,0.018320,0.030320,0.080560,0.059800,0.190320,0.037000,0.053680,0.051480,0.054720 -2007-01-15 04:30:00,transition,1,0.044160,0.067960,0.018920,0.030280,0.080360,0.059880,0.203320,0.037000,0.054040,0.051800,0.055240 -2007-01-15 04:45:00,transition,1,0.044960,0.071000,0.020800,0.029360,0.080440,0.060280,0.211600,0.037000,0.054640,0.052560,0.056040 -2007-01-15 05:00:00,transition,1,0.046280,0.073200,0.024120,0.027480,0.080680,0.061120,0.215400,0.037000,0.055600,0.053840,0.057200 -2007-01-15 05:15:00,transition,1,0.048920,0.074680,0.027200,0.026040,0.081280,0.062080,0.216200,0.038000,0.057200,0.055880,0.059000 -2007-01-15 05:30:00,transition,1,0.053760,0.075720,0.028040,0.026760,0.082520,0.062800,0.215720,0.039000,0.059840,0.059200,0.061800 -2007-01-15 05:45:00,transition,1,0.061600,0.076600,0.024600,0.031320,0.084680,0.063000,0.215600,0.039000,0.063920,0.064240,0.065960 -2007-01-15 06:00:00,transition,1,0.072880,0.077680,0.027920,0.040600,0.087840,0.062520,0.217200,0.040000,0.069760,0.071560,0.071680 -2007-01-15 06:15:00,transition,1,0.086320,0.079280,0.028640,0.052320,0.091560,0.062240,0.220000,0.040000,0.077600,0.081920,0.078920 -2007-01-15 06:30:00,transition,1,0.100080,0.081880,0.030800,0.063320,0.095160,0.063200,0.223120,0.041000,0.087640,0.096320,0.087520 -2007-01-15 06:45:00,transition,1,0.112360,0.085960,0.032160,0.070440,0.097960,0.066600,0.225680,0.043000,0.100040,0.115680,0.097280 -2007-01-15 07:00:00,transition,1,0.121800,0.091920,0.074080,0.071520,0.099640,0.073240,0.226960,0.045000,0.114800,0.140280,0.108000 -2007-01-15 07:15:00,transition,1,0.128480,0.100360,0.131560,0.068520,0.100920,0.083280,0.226920,0.048000,0.131280,0.168120,0.119360 -2007-01-15 07:30:00,transition,1,0.132920,0.111880,0.195120,0.064240,0.102840,0.096680,0.225760,0.052000,0.148560,0.196640,0.131000 -2007-01-15 07:45:00,transition,1,0.135680,0.127080,0.255320,0.061640,0.106440,0.113360,0.223680,0.057000,0.165800,0.223160,0.142600 -2007-01-15 08:00:00,transition,1,0.137160,0.145920,0.304360,0.062920,0.112360,0.132920,0.220840,0.062000,0.181920,0.245080,0.153720 -2007-01-15 08:15:00,transition,1,0.137720,0.166240,0.341520,0.067720,0.119480,0.153200,0.217720,0.067000,0.195120,0.259640,0.163480 -2007-01-15 08:30:00,transition,1,0.137680,0.185200,0.367720,0.075120,0.126280,0.171800,0.214800,0.073000,0.203400,0.264160,0.170800 -2007-01-15 08:45:00,transition,1,0.137320,0.199960,0.383920,0.084120,0.131240,0.186280,0.212600,0.079000,0.204720,0.255880,0.174760 -2007-01-15 09:00:00,transition,1,0.136920,0.208520,0.391360,0.093800,0.133280,0.194840,0.211320,0.083000,0.197960,0.233600,0.174680 -2007-01-15 09:15:00,transition,1,0.136400,0.212080,0.392800,0.103680,0.133160,0.198680,0.210440,0.088000,0.185520,0.202560,0.171280 -2007-01-15 09:30:00,transition,1,0.135720,0.212600,0.391200,0.113320,0.132080,0.199680,0.209120,0.093000,0.170640,0.169520,0.165720 -2007-01-15 09:45:00,transition,1,0.134840,0.212080,0.389560,0.122280,0.131240,0.199760,0.206560,0.098000,0.156560,0.141360,0.159120 -2007-01-15 10:00:00,transition,1,0.133680,0.212160,0.390240,0.130200,0.131560,0.200400,0.202160,0.104000,0.145920,0.123280,0.152520 -2007-01-15 10:15:00,transition,1,0.132440,0.213040,0.392600,0.136960,0.132840,0.201560,0.196480,0.112000,0.139000,0.114280,0.146920 -2007-01-15 10:30:00,transition,1,0.131360,0.214640,0.395320,0.142520,0.134720,0.202680,0.190320,0.121000,0.135560,0.111800,0.143320 -2007-01-15 10:45:00,transition,1,0.130680,0.216760,0.397120,0.146720,0.136680,0.203360,0.184400,0.132000,0.135240,0.113320,0.142600 -2007-01-15 11:00:00,transition,1,0.130640,0.219240,0.396960,0.149600,0.138400,0.203200,0.179240,0.145000,0.137520,0.116480,0.145240 -2007-01-15 11:15:00,transition,1,0.131520,0.221240,0.394640,0.151160,0.139720,0.202280,0.174320,0.158000,0.140760,0.119600,0.149480 -2007-01-15 11:30:00,transition,1,0.133640,0.221960,0.390280,0.151480,0.140600,0.200760,0.168920,0.170000,0.143080,0.121400,0.152920 -2007-01-15 11:45:00,transition,1,0.137320,0.220520,0.383920,0.150640,0.140920,0.198880,0.162200,0.179000,0.142640,0.120320,0.153320 -2007-01-15 12:00:00,transition,1,0.142600,0.216280,0.375440,0.148800,0.140680,0.196560,0.153720,0.183000,0.138160,0.115600,0.149080 -2007-01-15 12:15:00,transition,1,0.148240,0.209840,0.364160,0.146360,0.139960,0.193320,0.144160,0.183000,0.130840,0.108400,0.141520 -2007-01-15 12:30:00,transition,1,0.152800,0.201920,0.349000,0.143880,0.139000,0.188320,0.134560,0.180000,0.122480,0.100440,0.132640 -2007-01-15 12:45:00,transition,1,0.154800,0.193400,0.329040,0.141840,0.137880,0.180880,0.125960,0.177000,0.114840,0.093480,0.124480 -2007-01-15 13:00:00,transition,1,0.153240,0.185040,0.304440,0.140640,0.136840,0.170680,0.119120,0.174000,0.109400,0.088840,0.118640 -2007-01-15 13:15:00,transition,1,0.148920,0.177360,0.279600,0.140120,0.135840,0.159440,0.114200,0.170000,0.105920,0.086360,0.114920 -2007-01-15 13:30:00,transition,1,0.143160,0.170920,0.260120,0.139960,0.135000,0.149200,0.111120,0.165000,0.103920,0.085360,0.112680 -2007-01-15 13:45:00,transition,1,0.137320,0.166320,0.251520,0.139880,0.134280,0.142160,0.109840,0.158000,0.102800,0.085280,0.111280 -2007-01-15 14:00:00,transition,1,0.132400,0.163880,0.257280,0.139720,0.133680,0.139960,0.110120,0.148000,0.102160,0.085560,0.110160 -2007-01-15 14:15:00,transition,1,0.128360,0.163560,0.272640,0.139920,0.133280,0.142160,0.111360,0.137000,0.101720,0.085920,0.109240 -2007-01-15 14:30:00,transition,1,0.124840,0.165080,0.290640,0.141080,0.133080,0.148000,0.112840,0.125000,0.101360,0.086280,0.108520 -2007-01-15 14:45:00,transition,1,0.121520,0.168200,0.304480,0.143800,0.133040,0.156560,0.113840,0.115000,0.100960,0.086440,0.108000 -2007-01-15 15:00:00,transition,1,0.118160,0.172520,0.308760,0.148360,0.133200,0.166920,0.113800,0.109000,0.100440,0.086320,0.107680 -2007-01-15 15:15:00,transition,1,0.114840,0.177280,0.304440,0.153920,0.133440,0.177560,0.112880,0.105000,0.099880,0.086000,0.107480 -2007-01-15 15:30:00,transition,1,0.111720,0.181440,0.294000,0.159320,0.133640,0.186920,0.111440,0.103000,0.099400,0.085600,0.107320 -2007-01-15 15:45:00,transition,1,0.109040,0.184080,0.279880,0.163360,0.133640,0.193480,0.109840,0.103000,0.099120,0.085280,0.107160 -2007-01-15 16:00:00,transition,1,0.106920,0.184560,0.264040,0.165320,0.133440,0.196120,0.108320,0.103000,0.099200,0.085160,0.107000 -2007-01-15 16:15:00,transition,1,0.105680,0.183560,0.246320,0.166200,0.133120,0.196000,0.107080,0.104000,0.099920,0.085440,0.107360 -2007-01-15 16:30:00,transition,1,0.105440,0.182120,0.226000,0.167360,0.132960,0.194880,0.106240,0.106000,0.101640,0.086200,0.108840 -2007-01-15 16:45:00,transition,1,0.106520,0.181280,0.202360,0.170200,0.133040,0.194360,0.105800,0.111000,0.104680,0.087640,0.112120 -2007-01-15 17:00:00,transition,1,0.109080,0.181560,0.175240,0.175680,0.133600,0.195600,0.105800,0.118000,0.109360,0.090320,0.117560 -2007-01-15 17:15:00,transition,1,0.113040,0.181720,0.146800,0.182960,0.134520,0.197400,0.105800,0.127000,0.116200,0.096600,0.124760 -2007-01-15 17:30:00,transition,1,0.118360,0.180000,0.119640,0.190720,0.135600,0.197880,0.105320,0.137000,0.125600,0.109200,0.133040 -2007-01-15 17:45:00,transition,1,0.124840,0.174720,0.096440,0.197600,0.136680,0.195280,0.103760,0.148000,0.138000,0.130840,0.141800 -2007-01-15 18:00:00,transition,1,0.132400,0.164760,0.079200,0.202640,0.137600,0.188280,0.100840,0.158000,0.153480,0.162640,0.150440 -2007-01-15 18:15:00,transition,1,0.140600,0.151520,0.067200,0.205960,0.138040,0.177720,0.096720,0.166000,0.170160,0.198840,0.158760 -2007-01-15 18:30:00,transition,1,0.149080,0.137040,0.058920,0.208040,0.137640,0.164920,0.091880,0.174000,0.185840,0.232000,0.166640 -2007-01-15 18:45:00,transition,1,0.157320,0.123320,0.052960,0.209320,0.136080,0.151160,0.086640,0.179000,0.198240,0.254680,0.173960 -2007-01-15 19:00:00,transition,1,0.164880,0.112080,0.048080,0.210240,0.133200,0.137760,0.081440,0.182000,0.205480,0.261400,0.180360 -2007-01-15 19:15:00,transition,1,0.171080,0.103440,0.044000,0.210920,0.129600,0.125560,0.076560,0.184000,0.207520,0.254440,0.185040 -2007-01-15 19:30:00,transition,1,0.175160,0.097280,0.040600,0.211560,0.126040,0.115360,0.072160,0.185000,0.204680,0.237960,0.186800 -2007-01-15 19:45:00,transition,1,0.176440,0.093440,0.037840,0.212280,0.123360,0.108000,0.068520,0.186000,0.197280,0.216120,0.184640 -2007-01-15 20:00:00,transition,1,0.174560,0.091600,0.035520,0.213080,0.122080,0.103880,0.065800,0.187000,0.185920,0.192760,0.178000 -2007-01-15 20:15:00,transition,1,0.170480,0.091120,0.033600,0.213520,0.121560,0.102080,0.063840,0.188000,0.172160,0.169600,0.168200 -2007-01-15 20:30:00,transition,1,0.165680,0.091040,0.031880,0.213120,0.121080,0.101200,0.062480,0.188000,0.157720,0.148120,0.157120 -2007-01-15 20:45:00,transition,1,0.161480,0.090640,0.030240,0.211280,0.119760,0.099880,0.061480,0.187000,0.144520,0.129680,0.146720 -2007-01-15 21:00:00,transition,1,0.158880,0.089240,0.028640,0.207600,0.117040,0.097120,0.060640,0.184000,0.133840,0.115320,0.138440 -2007-01-15 21:15:00,transition,1,0.157200,0.087160,0.027080,0.201840,0.113360,0.093240,0.059880,0.179000,0.125480,0.104600,0.131880 -2007-01-15 21:30:00,transition,1,0.155400,0.084960,0.025680,0.193960,0.109400,0.088840,0.059160,0.171000,0.118760,0.096800,0.126400 -2007-01-15 21:45:00,transition,1,0.152320,0.083160,0.024600,0.183880,0.105840,0.084600,0.058440,0.162000,0.113000,0.091120,0.121200 -2007-01-15 22:00:00,transition,1,0.147200,0.082160,0.024120,0.171680,0.103200,0.081000,0.057680,0.150000,0.107680,0.086920,0.115640 -2007-01-15 22:15:00,transition,1,0.140240,0.081720,0.023360,0.157960,0.101320,0.078080,0.057080,0.136000,0.102520,0.083680,0.109840 -2007-01-15 22:30:00,transition,1,0.132080,0.081560,0.023000,0.143520,0.099880,0.075720,0.056880,0.122000,0.097560,0.080960,0.103920 -2007-01-15 22:45:00,transition,1,0.123200,0.081280,0.022680,0.129120,0.098560,0.073800,0.057440,0.109000,0.092640,0.078280,0.098120 -2007-01-15 23:00:00,transition,1,0.114040,0.080640,0.022320,0.115480,0.097120,0.072160,0.058720,0.096000,0.087720,0.075360,0.092520 -2007-01-15 23:15:00,transition,1,0.104840,0.079480,0.021880,0.102720,0.095560,0.070800,0.060120,0.086000,0.082920,0.072280,0.087200 -2007-01-15 23:30:00,transition,1,0.095640,0.077840,0.021360,0.090960,0.094000,0.069560,0.060640,0.076000,0.078320,0.069280,0.082200 -2007-01-15 23:45:00,transition,1,0.086560,0.075680,0.020800,0.080200,0.092520,0.068400,0.059440,0.068000,0.074120,0.066600,0.077480 -2007-01-16 00:00:00,transition,2,0.077760,0.073000,0.020240,0.070520,0.091240,0.067200,0.056000,0.061000,0.070320,0.064400,0.073160 -2007-01-16 00:15:00,transition,2,0.069560,0.070040,0.019680,0.061920,0.090200,0.066040,0.051240,0.055000,0.067080,0.062560,0.069280 -2007-01-16 00:30:00,transition,2,0.062400,0.067120,0.019240,0.054400,0.089400,0.064920,0.046600,0.050000,0.064320,0.061000,0.066000 -2007-01-16 00:45:00,transition,2,0.056600,0.064480,0.018920,0.047920,0.088920,0.063880,0.043320,0.046000,0.062080,0.059600,0.063480 -2007-01-16 01:00:00,transition,2,0.052480,0.062320,0.018800,0.042520,0.088720,0.062960,0.042400,0.044000,0.060320,0.058200,0.061800 -2007-01-16 01:15:00,transition,2,0.049720,0.060600,0.018800,0.038120,0.088800,0.062160,0.042920,0.042000,0.059040,0.057000,0.060720 -2007-01-16 01:30:00,transition,2,0.047880,0.059200,0.018840,0.034720,0.089080,0.061560,0.043680,0.041000,0.058120,0.056240,0.060000 -2007-01-16 01:45:00,transition,2,0.046600,0.057920,0.018920,0.032280,0.089520,0.061200,0.043320,0.040000,0.057440,0.056080,0.059360 -2007-01-16 02:00:00,transition,2,0.045520,0.056720,0.018920,0.030760,0.090000,0.061040,0.041360,0.040000,0.056880,0.056640,0.058600 -2007-01-16 02:15:00,transition,2,0.044560,0.055600,0.018880,0.029920,0.090320,0.061080,0.040120,0.039000,0.056440,0.057560,0.057720 -2007-01-16 02:30:00,transition,2,0.043800,0.054720,0.018880,0.029520,0.090240,0.061160,0.042760,0.038000,0.056040,0.058320,0.056880 -2007-01-16 02:45:00,transition,2,0.043280,0.054200,0.018920,0.029360,0.089520,0.061200,0.052400,0.038000,0.055560,0.058400,0.056040 -2007-01-16 03:00:00,transition,2,0.043040,0.054120,0.019040,0.029160,0.088000,0.061080,0.070960,0.038000,0.055040,0.057520,0.055400 -2007-01-16 03:15:00,transition,2,0.043000,0.054600,0.019120,0.029040,0.086040,0.060880,0.095920,0.038000,0.054520,0.055920,0.054880 -2007-01-16 03:30:00,transition,2,0.043120,0.055840,0.019120,0.029080,0.084000,0.060600,0.123520,0.038000,0.054040,0.054120,0.054560 -2007-01-16 03:45:00,transition,2,0.043280,0.057920,0.018920,0.029360,0.082240,0.060280,0.150120,0.038000,0.053720,0.052560,0.054400 -2007-01-16 04:00:00,transition,2,0.043440,0.060920,0.018520,0.029880,0.081120,0.060000,0.172600,0.038000,0.053600,0.051680,0.054480 -2007-01-16 04:15:00,transition,2,0.043720,0.064440,0.018320,0.030320,0.080560,0.059800,0.190320,0.037000,0.053680,0.051480,0.054720 -2007-01-16 04:30:00,transition,2,0.044160,0.067960,0.018920,0.030280,0.080360,0.059880,0.203320,0.037000,0.054040,0.051800,0.055240 -2007-01-16 04:45:00,transition,2,0.044960,0.071000,0.020800,0.029360,0.080440,0.060280,0.211600,0.037000,0.054640,0.052560,0.056040 -2007-01-16 05:00:00,transition,2,0.046280,0.073200,0.024120,0.027480,0.080680,0.061120,0.215400,0.037000,0.055600,0.053840,0.057200 -2007-01-16 05:15:00,transition,2,0.048920,0.074680,0.027200,0.026040,0.081280,0.062080,0.216200,0.038000,0.057200,0.055880,0.059000 -2007-01-16 05:30:00,transition,2,0.053760,0.075720,0.028040,0.026760,0.082520,0.062800,0.215720,0.039000,0.059840,0.059200,0.061800 -2007-01-16 05:45:00,transition,2,0.061600,0.076600,0.024600,0.031320,0.084680,0.063000,0.215600,0.039000,0.063920,0.064240,0.065960 -2007-01-16 06:00:00,transition,2,0.072880,0.077680,0.027920,0.040600,0.087840,0.062520,0.217200,0.040000,0.069760,0.071560,0.071680 -2007-01-16 06:15:00,transition,2,0.086320,0.079280,0.028640,0.052320,0.091560,0.062240,0.220000,0.040000,0.077600,0.081920,0.078920 -2007-01-16 06:30:00,transition,2,0.100080,0.081880,0.030800,0.063320,0.095160,0.063200,0.223120,0.041000,0.087640,0.096320,0.087520 -2007-01-16 06:45:00,transition,2,0.112360,0.085960,0.032160,0.070440,0.097960,0.066600,0.225680,0.043000,0.100040,0.115680,0.097280 -2007-01-16 07:00:00,transition,2,0.121800,0.091920,0.074080,0.071520,0.099640,0.073240,0.226960,0.045000,0.114800,0.140280,0.108000 -2007-01-16 07:15:00,transition,2,0.128480,0.100360,0.131560,0.068520,0.100920,0.083280,0.226920,0.048000,0.131280,0.168120,0.119360 -2007-01-16 07:30:00,transition,2,0.132920,0.111880,0.195120,0.064240,0.102840,0.096680,0.225760,0.052000,0.148560,0.196640,0.131000 -2007-01-16 07:45:00,transition,2,0.135680,0.127080,0.255320,0.061640,0.106440,0.113360,0.223680,0.057000,0.165800,0.223160,0.142600 -2007-01-16 08:00:00,transition,2,0.137160,0.145920,0.304360,0.062920,0.112360,0.132920,0.220840,0.062000,0.181920,0.245080,0.153720 -2007-01-16 08:15:00,transition,2,0.137720,0.166240,0.341520,0.067720,0.119480,0.153200,0.217720,0.067000,0.195120,0.259640,0.163480 -2007-01-16 08:30:00,transition,2,0.137680,0.185200,0.367720,0.075120,0.126280,0.171800,0.214800,0.073000,0.203400,0.264160,0.170800 -2007-01-16 08:45:00,transition,2,0.137320,0.199960,0.383920,0.084120,0.131240,0.186280,0.212600,0.079000,0.204720,0.255880,0.174760 -2007-01-16 09:00:00,transition,2,0.136920,0.208520,0.391360,0.093800,0.133280,0.194840,0.211320,0.083000,0.197960,0.233600,0.174680 -2007-01-16 09:15:00,transition,2,0.136400,0.212080,0.392800,0.103680,0.133160,0.198680,0.210440,0.088000,0.185520,0.202560,0.171280 -2007-01-16 09:30:00,transition,2,0.135720,0.212600,0.391200,0.113320,0.132080,0.199680,0.209120,0.093000,0.170640,0.169520,0.165720 -2007-01-16 09:45:00,transition,2,0.134840,0.212080,0.389560,0.122280,0.131240,0.199760,0.206560,0.098000,0.156560,0.141360,0.159120 -2007-01-16 10:00:00,transition,2,0.133680,0.212160,0.390240,0.130200,0.131560,0.200400,0.202160,0.104000,0.145920,0.123280,0.152520 -2007-01-16 10:15:00,transition,2,0.132440,0.213040,0.392600,0.136960,0.132840,0.201560,0.196480,0.112000,0.139000,0.114280,0.146920 -2007-01-16 10:30:00,transition,2,0.131360,0.214640,0.395320,0.142520,0.134720,0.202680,0.190320,0.121000,0.135560,0.111800,0.143320 -2007-01-16 10:45:00,transition,2,0.130680,0.216760,0.397120,0.146720,0.136680,0.203360,0.184400,0.132000,0.135240,0.113320,0.142600 -2007-01-16 11:00:00,transition,2,0.130640,0.219240,0.396960,0.149600,0.138400,0.203200,0.179240,0.145000,0.137520,0.116480,0.145240 -2007-01-16 11:15:00,transition,2,0.131520,0.221240,0.394640,0.151160,0.139720,0.202280,0.174320,0.158000,0.140760,0.119600,0.149480 -2007-01-16 11:30:00,transition,2,0.133640,0.221960,0.390280,0.151480,0.140600,0.200760,0.168920,0.170000,0.143080,0.121400,0.152920 -2007-01-16 11:45:00,transition,2,0.137320,0.220520,0.383920,0.150640,0.140920,0.198880,0.162200,0.179000,0.142640,0.120320,0.153320 -2007-01-16 12:00:00,transition,2,0.142600,0.216280,0.375440,0.148800,0.140680,0.196560,0.153720,0.183000,0.138160,0.115600,0.149080 -2007-01-16 12:15:00,transition,2,0.148240,0.209840,0.364160,0.146360,0.139960,0.193320,0.144160,0.183000,0.130840,0.108400,0.141520 -2007-01-16 12:30:00,transition,2,0.152800,0.201920,0.349000,0.143880,0.139000,0.188320,0.134560,0.180000,0.122480,0.100440,0.132640 -2007-01-16 12:45:00,transition,2,0.154800,0.193400,0.329040,0.141840,0.137880,0.180880,0.125960,0.177000,0.114840,0.093480,0.124480 -2007-01-16 13:00:00,transition,2,0.153240,0.185040,0.304440,0.140640,0.136840,0.170680,0.119120,0.174000,0.109400,0.088840,0.118640 -2007-01-16 13:15:00,transition,2,0.148920,0.177360,0.279600,0.140120,0.135840,0.159440,0.114200,0.170000,0.105920,0.086360,0.114920 -2007-01-16 13:30:00,transition,2,0.143160,0.170920,0.260120,0.139960,0.135000,0.149200,0.111120,0.165000,0.103920,0.085360,0.112680 -2007-01-16 13:45:00,transition,2,0.137320,0.166320,0.251520,0.139880,0.134280,0.142160,0.109840,0.158000,0.102800,0.085280,0.111280 -2007-01-16 14:00:00,transition,2,0.132400,0.163880,0.257280,0.139720,0.133680,0.139960,0.110120,0.148000,0.102160,0.085560,0.110160 -2007-01-16 14:15:00,transition,2,0.128360,0.163560,0.272640,0.139920,0.133280,0.142160,0.111360,0.137000,0.101720,0.085920,0.109240 -2007-01-16 14:30:00,transition,2,0.124840,0.165080,0.290640,0.141080,0.133080,0.148000,0.112840,0.125000,0.101360,0.086280,0.108520 -2007-01-16 14:45:00,transition,2,0.121520,0.168200,0.304480,0.143800,0.133040,0.156560,0.113840,0.115000,0.100960,0.086440,0.108000 -2007-01-16 15:00:00,transition,2,0.118160,0.172520,0.308760,0.148360,0.133200,0.166920,0.113800,0.109000,0.100440,0.086320,0.107680 -2007-01-16 15:15:00,transition,2,0.114840,0.177280,0.304440,0.153920,0.133440,0.177560,0.112880,0.105000,0.099880,0.086000,0.107480 -2007-01-16 15:30:00,transition,2,0.111720,0.181440,0.294000,0.159320,0.133640,0.186920,0.111440,0.103000,0.099400,0.085600,0.107320 -2007-01-16 15:45:00,transition,2,0.109040,0.184080,0.279880,0.163360,0.133640,0.193480,0.109840,0.103000,0.099120,0.085280,0.107160 -2007-01-16 16:00:00,transition,2,0.106920,0.184560,0.264040,0.165320,0.133440,0.196120,0.108320,0.103000,0.099200,0.085160,0.107000 -2007-01-16 16:15:00,transition,2,0.105680,0.183560,0.246320,0.166200,0.133120,0.196000,0.107080,0.104000,0.099920,0.085440,0.107360 -2007-01-16 16:30:00,transition,2,0.105440,0.182120,0.226000,0.167360,0.132960,0.194880,0.106240,0.106000,0.101640,0.086200,0.108840 -2007-01-16 16:45:00,transition,2,0.106520,0.181280,0.202360,0.170200,0.133040,0.194360,0.105800,0.111000,0.104680,0.087640,0.112120 -2007-01-16 17:00:00,transition,2,0.109080,0.181560,0.175240,0.175680,0.133600,0.195600,0.105800,0.118000,0.109360,0.090320,0.117560 -2007-01-16 17:15:00,transition,2,0.113040,0.181720,0.146800,0.182960,0.134520,0.197400,0.105800,0.127000,0.116200,0.096600,0.124760 -2007-01-16 17:30:00,transition,2,0.118360,0.180000,0.119640,0.190720,0.135600,0.197880,0.105320,0.137000,0.125600,0.109200,0.133040 -2007-01-16 17:45:00,transition,2,0.124840,0.174720,0.096440,0.197600,0.136680,0.195280,0.103760,0.148000,0.138000,0.130840,0.141800 -2007-01-16 18:00:00,transition,2,0.132400,0.164760,0.079200,0.202640,0.137600,0.188280,0.100840,0.158000,0.153480,0.162640,0.150440 -2007-01-16 18:15:00,transition,2,0.140600,0.151520,0.067200,0.205960,0.138040,0.177720,0.096720,0.166000,0.170160,0.198840,0.158760 -2007-01-16 18:30:00,transition,2,0.149080,0.137040,0.058920,0.208040,0.137640,0.164920,0.091880,0.174000,0.185840,0.232000,0.166640 -2007-01-16 18:45:00,transition,2,0.157320,0.123320,0.052960,0.209320,0.136080,0.151160,0.086640,0.179000,0.198240,0.254680,0.173960 -2007-01-16 19:00:00,transition,2,0.164880,0.112080,0.048080,0.210240,0.133200,0.137760,0.081440,0.182000,0.205480,0.261400,0.180360 -2007-01-16 19:15:00,transition,2,0.171080,0.103440,0.044000,0.210920,0.129600,0.125560,0.076560,0.184000,0.207520,0.254440,0.185040 -2007-01-16 19:30:00,transition,2,0.175160,0.097280,0.040600,0.211560,0.126040,0.115360,0.072160,0.185000,0.204680,0.237960,0.186800 -2007-01-16 19:45:00,transition,2,0.176440,0.093440,0.037840,0.212280,0.123360,0.108000,0.068520,0.186000,0.197280,0.216120,0.184640 -2007-01-16 20:00:00,transition,2,0.174560,0.091600,0.035520,0.213080,0.122080,0.103880,0.065800,0.187000,0.185920,0.192760,0.178000 -2007-01-16 20:15:00,transition,2,0.170480,0.091120,0.033600,0.213520,0.121560,0.102080,0.063840,0.188000,0.172160,0.169600,0.168200 -2007-01-16 20:30:00,transition,2,0.165680,0.091040,0.031880,0.213120,0.121080,0.101200,0.062480,0.188000,0.157720,0.148120,0.157120 -2007-01-16 20:45:00,transition,2,0.161480,0.090640,0.030240,0.211280,0.119760,0.099880,0.061480,0.187000,0.144520,0.129680,0.146720 -2007-01-16 21:00:00,transition,2,0.158880,0.089240,0.028640,0.207600,0.117040,0.097120,0.060640,0.184000,0.133840,0.115320,0.138440 -2007-01-16 21:15:00,transition,2,0.157200,0.087160,0.027080,0.201840,0.113360,0.093240,0.059880,0.179000,0.125480,0.104600,0.131880 -2007-01-16 21:30:00,transition,2,0.155400,0.084960,0.025680,0.193960,0.109400,0.088840,0.059160,0.171000,0.118760,0.096800,0.126400 -2007-01-16 21:45:00,transition,2,0.152320,0.083160,0.024600,0.183880,0.105840,0.084600,0.058440,0.162000,0.113000,0.091120,0.121200 -2007-01-16 22:00:00,transition,2,0.147200,0.082160,0.024120,0.171680,0.103200,0.081000,0.057680,0.150000,0.107680,0.086920,0.115640 -2007-01-16 22:15:00,transition,2,0.140240,0.081720,0.023360,0.157960,0.101320,0.078080,0.057080,0.136000,0.102520,0.083680,0.109840 -2007-01-16 22:30:00,transition,2,0.132080,0.081560,0.023000,0.143520,0.099880,0.075720,0.056880,0.122000,0.097560,0.080960,0.103920 -2007-01-16 22:45:00,transition,2,0.123200,0.081280,0.022680,0.129120,0.098560,0.073800,0.057440,0.109000,0.092640,0.078280,0.098120 -2007-01-16 23:00:00,transition,2,0.114040,0.080640,0.022320,0.115480,0.097120,0.072160,0.058720,0.096000,0.087720,0.075360,0.092520 -2007-01-16 23:15:00,transition,2,0.104840,0.079480,0.021880,0.102720,0.095560,0.070800,0.060120,0.086000,0.082920,0.072280,0.087200 -2007-01-16 23:30:00,transition,2,0.095640,0.077840,0.021360,0.090960,0.094000,0.069560,0.060640,0.076000,0.078320,0.069280,0.082200 -2007-01-16 23:45:00,transition,2,0.086560,0.075680,0.020800,0.080200,0.092520,0.068400,0.059440,0.068000,0.074120,0.066600,0.077480 -2007-01-17 00:00:00,transition,3,0.077760,0.073000,0.020240,0.070520,0.091240,0.067200,0.056000,0.061000,0.070320,0.064400,0.073160 -2007-01-17 00:15:00,transition,3,0.069560,0.070040,0.019680,0.061920,0.090200,0.066040,0.051240,0.055000,0.067080,0.062560,0.069280 -2007-01-17 00:30:00,transition,3,0.062400,0.067120,0.019240,0.054400,0.089400,0.064920,0.046600,0.050000,0.064320,0.061000,0.066000 -2007-01-17 00:45:00,transition,3,0.056600,0.064480,0.018920,0.047920,0.088920,0.063880,0.043320,0.046000,0.062080,0.059600,0.063480 -2007-01-17 01:00:00,transition,3,0.052480,0.062320,0.018800,0.042520,0.088720,0.062960,0.042400,0.044000,0.060320,0.058200,0.061800 -2007-01-17 01:15:00,transition,3,0.049720,0.060600,0.018800,0.038120,0.088800,0.062160,0.042920,0.042000,0.059040,0.057000,0.060720 -2007-01-17 01:30:00,transition,3,0.047880,0.059200,0.018840,0.034720,0.089080,0.061560,0.043680,0.041000,0.058120,0.056240,0.060000 -2007-01-17 01:45:00,transition,3,0.046600,0.057920,0.018920,0.032280,0.089520,0.061200,0.043320,0.040000,0.057440,0.056080,0.059360 -2007-01-17 02:00:00,transition,3,0.045520,0.056720,0.018920,0.030760,0.090000,0.061040,0.041360,0.040000,0.056880,0.056640,0.058600 -2007-01-17 02:15:00,transition,3,0.044560,0.055600,0.018880,0.029920,0.090320,0.061080,0.040120,0.039000,0.056440,0.057560,0.057720 -2007-01-17 02:30:00,transition,3,0.043800,0.054720,0.018880,0.029520,0.090240,0.061160,0.042760,0.038000,0.056040,0.058320,0.056880 -2007-01-17 02:45:00,transition,3,0.043280,0.054200,0.018920,0.029360,0.089520,0.061200,0.052400,0.038000,0.055560,0.058400,0.056040 -2007-01-17 03:00:00,transition,3,0.043040,0.054120,0.019040,0.029160,0.088000,0.061080,0.070960,0.038000,0.055040,0.057520,0.055400 -2007-01-17 03:15:00,transition,3,0.043000,0.054600,0.019120,0.029040,0.086040,0.060880,0.095920,0.038000,0.054520,0.055920,0.054880 -2007-01-17 03:30:00,transition,3,0.043120,0.055840,0.019120,0.029080,0.084000,0.060600,0.123520,0.038000,0.054040,0.054120,0.054560 -2007-01-17 03:45:00,transition,3,0.043280,0.057920,0.018920,0.029360,0.082240,0.060280,0.150120,0.038000,0.053720,0.052560,0.054400 -2007-01-17 04:00:00,transition,3,0.043440,0.060920,0.018520,0.029880,0.081120,0.060000,0.172600,0.038000,0.053600,0.051680,0.054480 -2007-01-17 04:15:00,transition,3,0.043720,0.064440,0.018320,0.030320,0.080560,0.059800,0.190320,0.037000,0.053680,0.051480,0.054720 -2007-01-17 04:30:00,transition,3,0.044160,0.067960,0.018920,0.030280,0.080360,0.059880,0.203320,0.037000,0.054040,0.051800,0.055240 -2007-01-17 04:45:00,transition,3,0.044960,0.071000,0.020800,0.029360,0.080440,0.060280,0.211600,0.037000,0.054640,0.052560,0.056040 -2007-01-17 05:00:00,transition,3,0.046280,0.073200,0.024120,0.027480,0.080680,0.061120,0.215400,0.037000,0.055600,0.053840,0.057200 -2007-01-17 05:15:00,transition,3,0.048920,0.074680,0.027200,0.026040,0.081280,0.062080,0.216200,0.038000,0.057200,0.055880,0.059000 -2007-01-17 05:30:00,transition,3,0.053760,0.075720,0.028040,0.026760,0.082520,0.062800,0.215720,0.039000,0.059840,0.059200,0.061800 -2007-01-17 05:45:00,transition,3,0.061600,0.076600,0.024600,0.031320,0.084680,0.063000,0.215600,0.039000,0.063920,0.064240,0.065960 -2007-01-17 06:00:00,transition,3,0.072880,0.077680,0.027920,0.040600,0.087840,0.062520,0.217200,0.040000,0.069760,0.071560,0.071680 -2007-01-17 06:15:00,transition,3,0.086320,0.079280,0.028640,0.052320,0.091560,0.062240,0.220000,0.040000,0.077600,0.081920,0.078920 -2007-01-17 06:30:00,transition,3,0.100080,0.081880,0.030800,0.063320,0.095160,0.063200,0.223120,0.041000,0.087640,0.096320,0.087520 -2007-01-17 06:45:00,transition,3,0.112360,0.085960,0.032160,0.070440,0.097960,0.066600,0.225680,0.043000,0.100040,0.115680,0.097280 -2007-01-17 07:00:00,transition,3,0.121800,0.091920,0.074080,0.071520,0.099640,0.073240,0.226960,0.045000,0.114800,0.140280,0.108000 -2007-01-17 07:15:00,transition,3,0.128480,0.100360,0.131560,0.068520,0.100920,0.083280,0.226920,0.048000,0.131280,0.168120,0.119360 -2007-01-17 07:30:00,transition,3,0.132920,0.111880,0.195120,0.064240,0.102840,0.096680,0.225760,0.052000,0.148560,0.196640,0.131000 -2007-01-17 07:45:00,transition,3,0.135680,0.127080,0.255320,0.061640,0.106440,0.113360,0.223680,0.057000,0.165800,0.223160,0.142600 -2007-01-17 08:00:00,transition,3,0.137160,0.145920,0.304360,0.062920,0.112360,0.132920,0.220840,0.062000,0.181920,0.245080,0.153720 -2007-01-17 08:15:00,transition,3,0.137720,0.166240,0.341520,0.067720,0.119480,0.153200,0.217720,0.067000,0.195120,0.259640,0.163480 -2007-01-17 08:30:00,transition,3,0.137680,0.185200,0.367720,0.075120,0.126280,0.171800,0.214800,0.073000,0.203400,0.264160,0.170800 -2007-01-17 08:45:00,transition,3,0.137320,0.199960,0.383920,0.084120,0.131240,0.186280,0.212600,0.079000,0.204720,0.255880,0.174760 -2007-01-17 09:00:00,transition,3,0.136920,0.208520,0.391360,0.093800,0.133280,0.194840,0.211320,0.083000,0.197960,0.233600,0.174680 -2007-01-17 09:15:00,transition,3,0.136400,0.212080,0.392800,0.103680,0.133160,0.198680,0.210440,0.088000,0.185520,0.202560,0.171280 -2007-01-17 09:30:00,transition,3,0.135720,0.212600,0.391200,0.113320,0.132080,0.199680,0.209120,0.093000,0.170640,0.169520,0.165720 -2007-01-17 09:45:00,transition,3,0.134840,0.212080,0.389560,0.122280,0.131240,0.199760,0.206560,0.098000,0.156560,0.141360,0.159120 -2007-01-17 10:00:00,transition,3,0.133680,0.212160,0.390240,0.130200,0.131560,0.200400,0.202160,0.104000,0.145920,0.123280,0.152520 -2007-01-17 10:15:00,transition,3,0.132440,0.213040,0.392600,0.136960,0.132840,0.201560,0.196480,0.112000,0.139000,0.114280,0.146920 -2007-01-17 10:30:00,transition,3,0.131360,0.214640,0.395320,0.142520,0.134720,0.202680,0.190320,0.121000,0.135560,0.111800,0.143320 -2007-01-17 10:45:00,transition,3,0.130680,0.216760,0.397120,0.146720,0.136680,0.203360,0.184400,0.132000,0.135240,0.113320,0.142600 -2007-01-17 11:00:00,transition,3,0.130640,0.219240,0.396960,0.149600,0.138400,0.203200,0.179240,0.145000,0.137520,0.116480,0.145240 -2007-01-17 11:15:00,transition,3,0.131520,0.221240,0.394640,0.151160,0.139720,0.202280,0.174320,0.158000,0.140760,0.119600,0.149480 -2007-01-17 11:30:00,transition,3,0.133640,0.221960,0.390280,0.151480,0.140600,0.200760,0.168920,0.170000,0.143080,0.121400,0.152920 -2007-01-17 11:45:00,transition,3,0.137320,0.220520,0.383920,0.150640,0.140920,0.198880,0.162200,0.179000,0.142640,0.120320,0.153320 -2007-01-17 12:00:00,transition,3,0.142600,0.216280,0.375440,0.148800,0.140680,0.196560,0.153720,0.183000,0.138160,0.115600,0.149080 -2007-01-17 12:15:00,transition,3,0.148240,0.209840,0.364160,0.146360,0.139960,0.193320,0.144160,0.183000,0.130840,0.108400,0.141520 -2007-01-17 12:30:00,transition,3,0.152800,0.201920,0.349000,0.143880,0.139000,0.188320,0.134560,0.180000,0.122480,0.100440,0.132640 -2007-01-17 12:45:00,transition,3,0.154800,0.193400,0.329040,0.141840,0.137880,0.180880,0.125960,0.177000,0.114840,0.093480,0.124480 -2007-01-17 13:00:00,transition,3,0.153240,0.185040,0.304440,0.140640,0.136840,0.170680,0.119120,0.174000,0.109400,0.088840,0.118640 -2007-01-17 13:15:00,transition,3,0.148920,0.177360,0.279600,0.140120,0.135840,0.159440,0.114200,0.170000,0.105920,0.086360,0.114920 -2007-01-17 13:30:00,transition,3,0.143160,0.170920,0.260120,0.139960,0.135000,0.149200,0.111120,0.165000,0.103920,0.085360,0.112680 -2007-01-17 13:45:00,transition,3,0.137320,0.166320,0.251520,0.139880,0.134280,0.142160,0.109840,0.158000,0.102800,0.085280,0.111280 -2007-01-17 14:00:00,transition,3,0.132400,0.163880,0.257280,0.139720,0.133680,0.139960,0.110120,0.148000,0.102160,0.085560,0.110160 -2007-01-17 14:15:00,transition,3,0.128360,0.163560,0.272640,0.139920,0.133280,0.142160,0.111360,0.137000,0.101720,0.085920,0.109240 -2007-01-17 14:30:00,transition,3,0.124840,0.165080,0.290640,0.141080,0.133080,0.148000,0.112840,0.125000,0.101360,0.086280,0.108520 -2007-01-17 14:45:00,transition,3,0.121520,0.168200,0.304480,0.143800,0.133040,0.156560,0.113840,0.115000,0.100960,0.086440,0.108000 -2007-01-17 15:00:00,transition,3,0.118160,0.172520,0.308760,0.148360,0.133200,0.166920,0.113800,0.109000,0.100440,0.086320,0.107680 -2007-01-17 15:15:00,transition,3,0.114840,0.177280,0.304440,0.153920,0.133440,0.177560,0.112880,0.105000,0.099880,0.086000,0.107480 -2007-01-17 15:30:00,transition,3,0.111720,0.181440,0.294000,0.159320,0.133640,0.186920,0.111440,0.103000,0.099400,0.085600,0.107320 -2007-01-17 15:45:00,transition,3,0.109040,0.184080,0.279880,0.163360,0.133640,0.193480,0.109840,0.103000,0.099120,0.085280,0.107160 -2007-01-17 16:00:00,transition,3,0.106920,0.184560,0.264040,0.165320,0.133440,0.196120,0.108320,0.103000,0.099200,0.085160,0.107000 -2007-01-17 16:15:00,transition,3,0.105680,0.183560,0.246320,0.166200,0.133120,0.196000,0.107080,0.104000,0.099920,0.085440,0.107360 -2007-01-17 16:30:00,transition,3,0.105440,0.182120,0.226000,0.167360,0.132960,0.194880,0.106240,0.106000,0.101640,0.086200,0.108840 -2007-01-17 16:45:00,transition,3,0.106520,0.181280,0.202360,0.170200,0.133040,0.194360,0.105800,0.111000,0.104680,0.087640,0.112120 -2007-01-17 17:00:00,transition,3,0.109080,0.181560,0.175240,0.175680,0.133600,0.195600,0.105800,0.118000,0.109360,0.090320,0.117560 -2007-01-17 17:15:00,transition,3,0.113040,0.181720,0.146800,0.182960,0.134520,0.197400,0.105800,0.127000,0.116200,0.096600,0.124760 -2007-01-17 17:30:00,transition,3,0.118360,0.180000,0.119640,0.190720,0.135600,0.197880,0.105320,0.137000,0.125600,0.109200,0.133040 -2007-01-17 17:45:00,transition,3,0.124840,0.174720,0.096440,0.197600,0.136680,0.195280,0.103760,0.148000,0.138000,0.130840,0.141800 -2007-01-17 18:00:00,transition,3,0.132400,0.164760,0.079200,0.202640,0.137600,0.188280,0.100840,0.158000,0.153480,0.162640,0.150440 -2007-01-17 18:15:00,transition,3,0.140600,0.151520,0.067200,0.205960,0.138040,0.177720,0.096720,0.166000,0.170160,0.198840,0.158760 -2007-01-17 18:30:00,transition,3,0.149080,0.137040,0.058920,0.208040,0.137640,0.164920,0.091880,0.174000,0.185840,0.232000,0.166640 -2007-01-17 18:45:00,transition,3,0.157320,0.123320,0.052960,0.209320,0.136080,0.151160,0.086640,0.179000,0.198240,0.254680,0.173960 -2007-01-17 19:00:00,transition,3,0.164880,0.112080,0.048080,0.210240,0.133200,0.137760,0.081440,0.182000,0.205480,0.261400,0.180360 -2007-01-17 19:15:00,transition,3,0.171080,0.103440,0.044000,0.210920,0.129600,0.125560,0.076560,0.184000,0.207520,0.254440,0.185040 -2007-01-17 19:30:00,transition,3,0.175160,0.097280,0.040600,0.211560,0.126040,0.115360,0.072160,0.185000,0.204680,0.237960,0.186800 -2007-01-17 19:45:00,transition,3,0.176440,0.093440,0.037840,0.212280,0.123360,0.108000,0.068520,0.186000,0.197280,0.216120,0.184640 -2007-01-17 20:00:00,transition,3,0.174560,0.091600,0.035520,0.213080,0.122080,0.103880,0.065800,0.187000,0.185920,0.192760,0.178000 -2007-01-17 20:15:00,transition,3,0.170480,0.091120,0.033600,0.213520,0.121560,0.102080,0.063840,0.188000,0.172160,0.169600,0.168200 -2007-01-17 20:30:00,transition,3,0.165680,0.091040,0.031880,0.213120,0.121080,0.101200,0.062480,0.188000,0.157720,0.148120,0.157120 -2007-01-17 20:45:00,transition,3,0.161480,0.090640,0.030240,0.211280,0.119760,0.099880,0.061480,0.187000,0.144520,0.129680,0.146720 -2007-01-17 21:00:00,transition,3,0.158880,0.089240,0.028640,0.207600,0.117040,0.097120,0.060640,0.184000,0.133840,0.115320,0.138440 -2007-01-17 21:15:00,transition,3,0.157200,0.087160,0.027080,0.201840,0.113360,0.093240,0.059880,0.179000,0.125480,0.104600,0.131880 -2007-01-17 21:30:00,transition,3,0.155400,0.084960,0.025680,0.193960,0.109400,0.088840,0.059160,0.171000,0.118760,0.096800,0.126400 -2007-01-17 21:45:00,transition,3,0.152320,0.083160,0.024600,0.183880,0.105840,0.084600,0.058440,0.162000,0.113000,0.091120,0.121200 -2007-01-17 22:00:00,transition,3,0.147200,0.082160,0.024120,0.171680,0.103200,0.081000,0.057680,0.150000,0.107680,0.086920,0.115640 -2007-01-17 22:15:00,transition,3,0.140240,0.081720,0.023360,0.157960,0.101320,0.078080,0.057080,0.136000,0.102520,0.083680,0.109840 -2007-01-17 22:30:00,transition,3,0.132080,0.081560,0.023000,0.143520,0.099880,0.075720,0.056880,0.122000,0.097560,0.080960,0.103920 -2007-01-17 22:45:00,transition,3,0.123200,0.081280,0.022680,0.129120,0.098560,0.073800,0.057440,0.109000,0.092640,0.078280,0.098120 -2007-01-17 23:00:00,transition,3,0.114040,0.080640,0.022320,0.115480,0.097120,0.072160,0.058720,0.096000,0.087720,0.075360,0.092520 -2007-01-17 23:15:00,transition,3,0.104840,0.079480,0.021880,0.102720,0.095560,0.070800,0.060120,0.086000,0.082920,0.072280,0.087200 -2007-01-17 23:30:00,transition,3,0.095640,0.077840,0.021360,0.090960,0.094000,0.069560,0.060640,0.076000,0.078320,0.069280,0.082200 -2007-01-17 23:45:00,transition,3,0.086560,0.075680,0.020800,0.080200,0.092520,0.068400,0.059440,0.068000,0.074120,0.066600,0.077480 -2007-01-18 00:00:00,transition,4,0.077760,0.073000,0.020240,0.070520,0.091240,0.067200,0.056000,0.061000,0.070320,0.064400,0.073160 -2007-01-18 00:15:00,transition,4,0.069560,0.070040,0.019680,0.061920,0.090200,0.066040,0.051240,0.055000,0.067080,0.062560,0.069280 -2007-01-18 00:30:00,transition,4,0.062400,0.067120,0.019240,0.054400,0.089400,0.064920,0.046600,0.050000,0.064320,0.061000,0.066000 -2007-01-18 00:45:00,transition,4,0.056600,0.064480,0.018920,0.047920,0.088920,0.063880,0.043320,0.046000,0.062080,0.059600,0.063480 -2007-01-18 01:00:00,transition,4,0.052480,0.062320,0.018800,0.042520,0.088720,0.062960,0.042400,0.044000,0.060320,0.058200,0.061800 -2007-01-18 01:15:00,transition,4,0.049720,0.060600,0.018800,0.038120,0.088800,0.062160,0.042920,0.042000,0.059040,0.057000,0.060720 -2007-01-18 01:30:00,transition,4,0.047880,0.059200,0.018840,0.034720,0.089080,0.061560,0.043680,0.041000,0.058120,0.056240,0.060000 -2007-01-18 01:45:00,transition,4,0.046600,0.057920,0.018920,0.032280,0.089520,0.061200,0.043320,0.040000,0.057440,0.056080,0.059360 -2007-01-18 02:00:00,transition,4,0.045520,0.056720,0.018920,0.030760,0.090000,0.061040,0.041360,0.040000,0.056880,0.056640,0.058600 -2007-01-18 02:15:00,transition,4,0.044560,0.055600,0.018880,0.029920,0.090320,0.061080,0.040120,0.039000,0.056440,0.057560,0.057720 -2007-01-18 02:30:00,transition,4,0.043800,0.054720,0.018880,0.029520,0.090240,0.061160,0.042760,0.038000,0.056040,0.058320,0.056880 -2007-01-18 02:45:00,transition,4,0.043280,0.054200,0.018920,0.029360,0.089520,0.061200,0.052400,0.038000,0.055560,0.058400,0.056040 -2007-01-18 03:00:00,transition,4,0.043040,0.054120,0.019040,0.029160,0.088000,0.061080,0.070960,0.038000,0.055040,0.057520,0.055400 -2007-01-18 03:15:00,transition,4,0.043000,0.054600,0.019120,0.029040,0.086040,0.060880,0.095920,0.038000,0.054520,0.055920,0.054880 -2007-01-18 03:30:00,transition,4,0.043120,0.055840,0.019120,0.029080,0.084000,0.060600,0.123520,0.038000,0.054040,0.054120,0.054560 -2007-01-18 03:45:00,transition,4,0.043280,0.057920,0.018920,0.029360,0.082240,0.060280,0.150120,0.038000,0.053720,0.052560,0.054400 -2007-01-18 04:00:00,transition,4,0.043440,0.060920,0.018520,0.029880,0.081120,0.060000,0.172600,0.038000,0.053600,0.051680,0.054480 -2007-01-18 04:15:00,transition,4,0.043720,0.064440,0.018320,0.030320,0.080560,0.059800,0.190320,0.037000,0.053680,0.051480,0.054720 -2007-01-18 04:30:00,transition,4,0.044160,0.067960,0.018920,0.030280,0.080360,0.059880,0.203320,0.037000,0.054040,0.051800,0.055240 -2007-01-18 04:45:00,transition,4,0.044960,0.071000,0.020800,0.029360,0.080440,0.060280,0.211600,0.037000,0.054640,0.052560,0.056040 -2007-01-18 05:00:00,transition,4,0.046280,0.073200,0.024120,0.027480,0.080680,0.061120,0.215400,0.037000,0.055600,0.053840,0.057200 -2007-01-18 05:15:00,transition,4,0.048920,0.074680,0.027200,0.026040,0.081280,0.062080,0.216200,0.038000,0.057200,0.055880,0.059000 -2007-01-18 05:30:00,transition,4,0.053760,0.075720,0.028040,0.026760,0.082520,0.062800,0.215720,0.039000,0.059840,0.059200,0.061800 -2007-01-18 05:45:00,transition,4,0.061600,0.076600,0.024600,0.031320,0.084680,0.063000,0.215600,0.039000,0.063920,0.064240,0.065960 -2007-01-18 06:00:00,transition,4,0.072880,0.077680,0.027920,0.040600,0.087840,0.062520,0.217200,0.040000,0.069760,0.071560,0.071680 -2007-01-18 06:15:00,transition,4,0.086320,0.079280,0.028640,0.052320,0.091560,0.062240,0.220000,0.040000,0.077600,0.081920,0.078920 -2007-01-18 06:30:00,transition,4,0.100080,0.081880,0.030800,0.063320,0.095160,0.063200,0.223120,0.041000,0.087640,0.096320,0.087520 -2007-01-18 06:45:00,transition,4,0.112360,0.085960,0.032160,0.070440,0.097960,0.066600,0.225680,0.043000,0.100040,0.115680,0.097280 -2007-01-18 07:00:00,transition,4,0.121800,0.091920,0.074080,0.071520,0.099640,0.073240,0.226960,0.045000,0.114800,0.140280,0.108000 -2007-01-18 07:15:00,transition,4,0.128480,0.100360,0.131560,0.068520,0.100920,0.083280,0.226920,0.048000,0.131280,0.168120,0.119360 -2007-01-18 07:30:00,transition,4,0.132920,0.111880,0.195120,0.064240,0.102840,0.096680,0.225760,0.052000,0.148560,0.196640,0.131000 -2007-01-18 07:45:00,transition,4,0.135680,0.127080,0.255320,0.061640,0.106440,0.113360,0.223680,0.057000,0.165800,0.223160,0.142600 -2007-01-18 08:00:00,transition,4,0.137160,0.145920,0.304360,0.062920,0.112360,0.132920,0.220840,0.062000,0.181920,0.245080,0.153720 -2007-01-18 08:15:00,transition,4,0.137720,0.166240,0.341520,0.067720,0.119480,0.153200,0.217720,0.067000,0.195120,0.259640,0.163480 -2007-01-18 08:30:00,transition,4,0.137680,0.185200,0.367720,0.075120,0.126280,0.171800,0.214800,0.073000,0.203400,0.264160,0.170800 -2007-01-18 08:45:00,transition,4,0.137320,0.199960,0.383920,0.084120,0.131240,0.186280,0.212600,0.079000,0.204720,0.255880,0.174760 -2007-01-18 09:00:00,transition,4,0.136920,0.208520,0.391360,0.093800,0.133280,0.194840,0.211320,0.083000,0.197960,0.233600,0.174680 -2007-01-18 09:15:00,transition,4,0.136400,0.212080,0.392800,0.103680,0.133160,0.198680,0.210440,0.088000,0.185520,0.202560,0.171280 -2007-01-18 09:30:00,transition,4,0.135720,0.212600,0.391200,0.113320,0.132080,0.199680,0.209120,0.093000,0.170640,0.169520,0.165720 -2007-01-18 09:45:00,transition,4,0.134840,0.212080,0.389560,0.122280,0.131240,0.199760,0.206560,0.098000,0.156560,0.141360,0.159120 -2007-01-18 10:00:00,transition,4,0.133680,0.212160,0.390240,0.130200,0.131560,0.200400,0.202160,0.104000,0.145920,0.123280,0.152520 -2007-01-18 10:15:00,transition,4,0.132440,0.213040,0.392600,0.136960,0.132840,0.201560,0.196480,0.112000,0.139000,0.114280,0.146920 -2007-01-18 10:30:00,transition,4,0.131360,0.214640,0.395320,0.142520,0.134720,0.202680,0.190320,0.121000,0.135560,0.111800,0.143320 -2007-01-18 10:45:00,transition,4,0.130680,0.216760,0.397120,0.146720,0.136680,0.203360,0.184400,0.132000,0.135240,0.113320,0.142600 -2007-01-18 11:00:00,transition,4,0.130640,0.219240,0.396960,0.149600,0.138400,0.203200,0.179240,0.145000,0.137520,0.116480,0.145240 -2007-01-18 11:15:00,transition,4,0.131520,0.221240,0.394640,0.151160,0.139720,0.202280,0.174320,0.158000,0.140760,0.119600,0.149480 -2007-01-18 11:30:00,transition,4,0.133640,0.221960,0.390280,0.151480,0.140600,0.200760,0.168920,0.170000,0.143080,0.121400,0.152920 -2007-01-18 11:45:00,transition,4,0.137320,0.220520,0.383920,0.150640,0.140920,0.198880,0.162200,0.179000,0.142640,0.120320,0.153320 -2007-01-18 12:00:00,transition,4,0.142600,0.216280,0.375440,0.148800,0.140680,0.196560,0.153720,0.183000,0.138160,0.115600,0.149080 -2007-01-18 12:15:00,transition,4,0.148240,0.209840,0.364160,0.146360,0.139960,0.193320,0.144160,0.183000,0.130840,0.108400,0.141520 -2007-01-18 12:30:00,transition,4,0.152800,0.201920,0.349000,0.143880,0.139000,0.188320,0.134560,0.180000,0.122480,0.100440,0.132640 -2007-01-18 12:45:00,transition,4,0.154800,0.193400,0.329040,0.141840,0.137880,0.180880,0.125960,0.177000,0.114840,0.093480,0.124480 -2007-01-18 13:00:00,transition,4,0.153240,0.185040,0.304440,0.140640,0.136840,0.170680,0.119120,0.174000,0.109400,0.088840,0.118640 -2007-01-18 13:15:00,transition,4,0.148920,0.177360,0.279600,0.140120,0.135840,0.159440,0.114200,0.170000,0.105920,0.086360,0.114920 -2007-01-18 13:30:00,transition,4,0.143160,0.170920,0.260120,0.139960,0.135000,0.149200,0.111120,0.165000,0.103920,0.085360,0.112680 -2007-01-18 13:45:00,transition,4,0.137320,0.166320,0.251520,0.139880,0.134280,0.142160,0.109840,0.158000,0.102800,0.085280,0.111280 -2007-01-18 14:00:00,transition,4,0.132400,0.163880,0.257280,0.139720,0.133680,0.139960,0.110120,0.148000,0.102160,0.085560,0.110160 -2007-01-18 14:15:00,transition,4,0.128360,0.163560,0.272640,0.139920,0.133280,0.142160,0.111360,0.137000,0.101720,0.085920,0.109240 -2007-01-18 14:30:00,transition,4,0.124840,0.165080,0.290640,0.141080,0.133080,0.148000,0.112840,0.125000,0.101360,0.086280,0.108520 -2007-01-18 14:45:00,transition,4,0.121520,0.168200,0.304480,0.143800,0.133040,0.156560,0.113840,0.115000,0.100960,0.086440,0.108000 -2007-01-18 15:00:00,transition,4,0.118160,0.172520,0.308760,0.148360,0.133200,0.166920,0.113800,0.109000,0.100440,0.086320,0.107680 -2007-01-18 15:15:00,transition,4,0.114840,0.177280,0.304440,0.153920,0.133440,0.177560,0.112880,0.105000,0.099880,0.086000,0.107480 -2007-01-18 15:30:00,transition,4,0.111720,0.181440,0.294000,0.159320,0.133640,0.186920,0.111440,0.103000,0.099400,0.085600,0.107320 -2007-01-18 15:45:00,transition,4,0.109040,0.184080,0.279880,0.163360,0.133640,0.193480,0.109840,0.103000,0.099120,0.085280,0.107160 -2007-01-18 16:00:00,transition,4,0.106920,0.184560,0.264040,0.165320,0.133440,0.196120,0.108320,0.103000,0.099200,0.085160,0.107000 -2007-01-18 16:15:00,transition,4,0.105680,0.183560,0.246320,0.166200,0.133120,0.196000,0.107080,0.104000,0.099920,0.085440,0.107360 -2007-01-18 16:30:00,transition,4,0.105440,0.182120,0.226000,0.167360,0.132960,0.194880,0.106240,0.106000,0.101640,0.086200,0.108840 -2007-01-18 16:45:00,transition,4,0.106520,0.181280,0.202360,0.170200,0.133040,0.194360,0.105800,0.111000,0.104680,0.087640,0.112120 -2007-01-18 17:00:00,transition,4,0.109080,0.181560,0.175240,0.175680,0.133600,0.195600,0.105800,0.118000,0.109360,0.090320,0.117560 -2007-01-18 17:15:00,transition,4,0.113040,0.181720,0.146800,0.182960,0.134520,0.197400,0.105800,0.127000,0.116200,0.096600,0.124760 -2007-01-18 17:30:00,transition,4,0.118360,0.180000,0.119640,0.190720,0.135600,0.197880,0.105320,0.137000,0.125600,0.109200,0.133040 -2007-01-18 17:45:00,transition,4,0.124840,0.174720,0.096440,0.197600,0.136680,0.195280,0.103760,0.148000,0.138000,0.130840,0.141800 -2007-01-18 18:00:00,transition,4,0.132400,0.164760,0.079200,0.202640,0.137600,0.188280,0.100840,0.158000,0.153480,0.162640,0.150440 -2007-01-18 18:15:00,transition,4,0.140600,0.151520,0.067200,0.205960,0.138040,0.177720,0.096720,0.166000,0.170160,0.198840,0.158760 -2007-01-18 18:30:00,transition,4,0.149080,0.137040,0.058920,0.208040,0.137640,0.164920,0.091880,0.174000,0.185840,0.232000,0.166640 -2007-01-18 18:45:00,transition,4,0.157320,0.123320,0.052960,0.209320,0.136080,0.151160,0.086640,0.179000,0.198240,0.254680,0.173960 -2007-01-18 19:00:00,transition,4,0.164880,0.112080,0.048080,0.210240,0.133200,0.137760,0.081440,0.182000,0.205480,0.261400,0.180360 -2007-01-18 19:15:00,transition,4,0.171080,0.103440,0.044000,0.210920,0.129600,0.125560,0.076560,0.184000,0.207520,0.254440,0.185040 -2007-01-18 19:30:00,transition,4,0.175160,0.097280,0.040600,0.211560,0.126040,0.115360,0.072160,0.185000,0.204680,0.237960,0.186800 -2007-01-18 19:45:00,transition,4,0.176440,0.093440,0.037840,0.212280,0.123360,0.108000,0.068520,0.186000,0.197280,0.216120,0.184640 -2007-01-18 20:00:00,transition,4,0.174560,0.091600,0.035520,0.213080,0.122080,0.103880,0.065800,0.187000,0.185920,0.192760,0.178000 -2007-01-18 20:15:00,transition,4,0.170480,0.091120,0.033600,0.213520,0.121560,0.102080,0.063840,0.188000,0.172160,0.169600,0.168200 -2007-01-18 20:30:00,transition,4,0.165680,0.091040,0.031880,0.213120,0.121080,0.101200,0.062480,0.188000,0.157720,0.148120,0.157120 -2007-01-18 20:45:00,transition,4,0.161480,0.090640,0.030240,0.211280,0.119760,0.099880,0.061480,0.187000,0.144520,0.129680,0.146720 -2007-01-18 21:00:00,transition,4,0.158880,0.089240,0.028640,0.207600,0.117040,0.097120,0.060640,0.184000,0.133840,0.115320,0.138440 -2007-01-18 21:15:00,transition,4,0.157200,0.087160,0.027080,0.201840,0.113360,0.093240,0.059880,0.179000,0.125480,0.104600,0.131880 -2007-01-18 21:30:00,transition,4,0.155400,0.084960,0.025680,0.193960,0.109400,0.088840,0.059160,0.171000,0.118760,0.096800,0.126400 -2007-01-18 21:45:00,transition,4,0.152320,0.083160,0.024600,0.183880,0.105840,0.084600,0.058440,0.162000,0.113000,0.091120,0.121200 -2007-01-18 22:00:00,transition,4,0.147200,0.082160,0.024120,0.171680,0.103200,0.081000,0.057680,0.150000,0.107680,0.086920,0.115640 -2007-01-18 22:15:00,transition,4,0.140240,0.081720,0.023360,0.157960,0.101320,0.078080,0.057080,0.136000,0.102520,0.083680,0.109840 -2007-01-18 22:30:00,transition,4,0.132080,0.081560,0.023000,0.143520,0.099880,0.075720,0.056880,0.122000,0.097560,0.080960,0.103920 -2007-01-18 22:45:00,transition,4,0.123200,0.081280,0.022680,0.129120,0.098560,0.073800,0.057440,0.109000,0.092640,0.078280,0.098120 -2007-01-18 23:00:00,transition,4,0.114040,0.080640,0.022320,0.115480,0.097120,0.072160,0.058720,0.096000,0.087720,0.075360,0.092520 -2007-01-18 23:15:00,transition,4,0.104840,0.079480,0.021880,0.102720,0.095560,0.070800,0.060120,0.086000,0.082920,0.072280,0.087200 -2007-01-18 23:30:00,transition,4,0.095640,0.077840,0.021360,0.090960,0.094000,0.069560,0.060640,0.076000,0.078320,0.069280,0.082200 -2007-01-18 23:45:00,transition,4,0.086560,0.075680,0.020800,0.080200,0.092520,0.068400,0.059440,0.068000,0.074120,0.066600,0.077480 -2007-01-19 00:00:00,transition,5,0.077760,0.073000,0.020240,0.070520,0.091240,0.067200,0.056000,0.061000,0.070320,0.064400,0.073160 -2007-01-19 00:15:00,transition,5,0.069560,0.070040,0.019680,0.061920,0.090200,0.066040,0.051240,0.055000,0.067080,0.062560,0.069280 -2007-01-19 00:30:00,transition,5,0.062400,0.067120,0.019240,0.054400,0.089400,0.064920,0.046600,0.050000,0.064320,0.061000,0.066000 -2007-01-19 00:45:00,transition,5,0.056600,0.064480,0.018920,0.047920,0.088920,0.063880,0.043320,0.046000,0.062080,0.059600,0.063480 -2007-01-19 01:00:00,transition,5,0.052480,0.062320,0.018800,0.042520,0.088720,0.062960,0.042400,0.044000,0.060320,0.058200,0.061800 -2007-01-19 01:15:00,transition,5,0.049720,0.060600,0.018800,0.038120,0.088800,0.062160,0.042920,0.042000,0.059040,0.057000,0.060720 -2007-01-19 01:30:00,transition,5,0.047880,0.059200,0.018840,0.034720,0.089080,0.061560,0.043680,0.041000,0.058120,0.056240,0.060000 -2007-01-19 01:45:00,transition,5,0.046600,0.057920,0.018920,0.032280,0.089520,0.061200,0.043320,0.040000,0.057440,0.056080,0.059360 -2007-01-19 02:00:00,transition,5,0.045520,0.056720,0.018920,0.030760,0.090000,0.061040,0.041360,0.040000,0.056880,0.056640,0.058600 -2007-01-19 02:15:00,transition,5,0.044560,0.055600,0.018880,0.029920,0.090320,0.061080,0.040120,0.039000,0.056440,0.057560,0.057720 -2007-01-19 02:30:00,transition,5,0.043800,0.054720,0.018880,0.029520,0.090240,0.061160,0.042760,0.038000,0.056040,0.058320,0.056880 -2007-01-19 02:45:00,transition,5,0.043280,0.054200,0.018920,0.029360,0.089520,0.061200,0.052400,0.038000,0.055560,0.058400,0.056040 -2007-01-19 03:00:00,transition,5,0.043040,0.054120,0.019040,0.029160,0.088000,0.061080,0.070960,0.038000,0.055040,0.057520,0.055400 -2007-01-19 03:15:00,transition,5,0.043000,0.054600,0.019120,0.029040,0.086040,0.060880,0.095920,0.038000,0.054520,0.055920,0.054880 -2007-01-19 03:30:00,transition,5,0.043120,0.055840,0.019120,0.029080,0.084000,0.060600,0.123520,0.038000,0.054040,0.054120,0.054560 -2007-01-19 03:45:00,transition,5,0.043280,0.057920,0.018920,0.029360,0.082240,0.060280,0.150120,0.038000,0.053720,0.052560,0.054400 -2007-01-19 04:00:00,transition,5,0.043440,0.060920,0.018520,0.029880,0.081120,0.060000,0.172600,0.038000,0.053600,0.051680,0.054480 -2007-01-19 04:15:00,transition,5,0.043720,0.064440,0.018320,0.030320,0.080560,0.059800,0.190320,0.037000,0.053680,0.051480,0.054720 -2007-01-19 04:30:00,transition,5,0.044160,0.067960,0.018920,0.030280,0.080360,0.059880,0.203320,0.037000,0.054040,0.051800,0.055240 -2007-01-19 04:45:00,transition,5,0.044960,0.071000,0.020800,0.029360,0.080440,0.060280,0.211600,0.037000,0.054640,0.052560,0.056040 -2007-01-19 05:00:00,transition,5,0.046280,0.073200,0.024120,0.027480,0.080680,0.061120,0.215400,0.037000,0.055600,0.053840,0.057200 -2007-01-19 05:15:00,transition,5,0.048920,0.074680,0.027200,0.026040,0.081280,0.062080,0.216200,0.038000,0.057200,0.055880,0.059000 -2007-01-19 05:30:00,transition,5,0.053760,0.075720,0.028040,0.026760,0.082520,0.062800,0.215720,0.039000,0.059840,0.059200,0.061800 -2007-01-19 05:45:00,transition,5,0.061600,0.076600,0.024600,0.031320,0.084680,0.063000,0.215600,0.039000,0.063920,0.064240,0.065960 -2007-01-19 06:00:00,transition,5,0.072880,0.077680,0.027920,0.040600,0.087840,0.062520,0.217200,0.040000,0.069760,0.071560,0.071680 -2007-01-19 06:15:00,transition,5,0.086320,0.079280,0.028640,0.052320,0.091560,0.062240,0.220000,0.040000,0.077600,0.081920,0.078920 -2007-01-19 06:30:00,transition,5,0.100080,0.081880,0.030800,0.063320,0.095160,0.063200,0.223120,0.041000,0.087640,0.096320,0.087520 -2007-01-19 06:45:00,transition,5,0.112360,0.085960,0.032160,0.070440,0.097960,0.066600,0.225680,0.043000,0.100040,0.115680,0.097280 -2007-01-19 07:00:00,transition,5,0.121800,0.091920,0.074080,0.071520,0.099640,0.073240,0.226960,0.045000,0.114800,0.140280,0.108000 -2007-01-19 07:15:00,transition,5,0.128480,0.100360,0.131560,0.068520,0.100920,0.083280,0.226920,0.048000,0.131280,0.168120,0.119360 -2007-01-19 07:30:00,transition,5,0.132920,0.111880,0.195120,0.064240,0.102840,0.096680,0.225760,0.052000,0.148560,0.196640,0.131000 -2007-01-19 07:45:00,transition,5,0.135680,0.127080,0.255320,0.061640,0.106440,0.113360,0.223680,0.057000,0.165800,0.223160,0.142600 -2007-01-19 08:00:00,transition,5,0.137160,0.145920,0.304360,0.062920,0.112360,0.132920,0.220840,0.062000,0.181920,0.245080,0.153720 -2007-01-19 08:15:00,transition,5,0.137720,0.166240,0.341520,0.067720,0.119480,0.153200,0.217720,0.067000,0.195120,0.259640,0.163480 -2007-01-19 08:30:00,transition,5,0.137680,0.185200,0.367720,0.075120,0.126280,0.171800,0.214800,0.073000,0.203400,0.264160,0.170800 -2007-01-19 08:45:00,transition,5,0.137320,0.199960,0.383920,0.084120,0.131240,0.186280,0.212600,0.079000,0.204720,0.255880,0.174760 -2007-01-19 09:00:00,transition,5,0.136920,0.208520,0.391360,0.093800,0.133280,0.194840,0.211320,0.083000,0.197960,0.233600,0.174680 -2007-01-19 09:15:00,transition,5,0.136400,0.212080,0.392800,0.103680,0.133160,0.198680,0.210440,0.088000,0.185520,0.202560,0.171280 -2007-01-19 09:30:00,transition,5,0.135720,0.212600,0.391200,0.113320,0.132080,0.199680,0.209120,0.093000,0.170640,0.169520,0.165720 -2007-01-19 09:45:00,transition,5,0.134840,0.212080,0.389560,0.122280,0.131240,0.199760,0.206560,0.098000,0.156560,0.141360,0.159120 -2007-01-19 10:00:00,transition,5,0.133680,0.212160,0.390240,0.130200,0.131560,0.200400,0.202160,0.104000,0.145920,0.123280,0.152520 -2007-01-19 10:15:00,transition,5,0.132440,0.213040,0.392600,0.136960,0.132840,0.201560,0.196480,0.112000,0.139000,0.114280,0.146920 -2007-01-19 10:30:00,transition,5,0.131360,0.214640,0.395320,0.142520,0.134720,0.202680,0.190320,0.121000,0.135560,0.111800,0.143320 -2007-01-19 10:45:00,transition,5,0.130680,0.216760,0.397120,0.146720,0.136680,0.203360,0.184400,0.132000,0.135240,0.113320,0.142600 -2007-01-19 11:00:00,transition,5,0.130640,0.219240,0.396960,0.149600,0.138400,0.203200,0.179240,0.145000,0.137520,0.116480,0.145240 -2007-01-19 11:15:00,transition,5,0.131520,0.221240,0.394640,0.151160,0.139720,0.202280,0.174320,0.158000,0.140760,0.119600,0.149480 -2007-01-19 11:30:00,transition,5,0.133640,0.221960,0.390280,0.151480,0.140600,0.200760,0.168920,0.170000,0.143080,0.121400,0.152920 -2007-01-19 11:45:00,transition,5,0.137320,0.220520,0.383920,0.150640,0.140920,0.198880,0.162200,0.179000,0.142640,0.120320,0.153320 -2007-01-19 12:00:00,transition,5,0.142600,0.216280,0.375440,0.148800,0.140680,0.196560,0.153720,0.183000,0.138160,0.115600,0.149080 -2007-01-19 12:15:00,transition,5,0.148240,0.209840,0.364160,0.146360,0.139960,0.193320,0.144160,0.183000,0.130840,0.108400,0.141520 -2007-01-19 12:30:00,transition,5,0.152800,0.201920,0.349000,0.143880,0.139000,0.188320,0.134560,0.180000,0.122480,0.100440,0.132640 -2007-01-19 12:45:00,transition,5,0.154800,0.193400,0.329040,0.141840,0.137880,0.180880,0.125960,0.177000,0.114840,0.093480,0.124480 -2007-01-19 13:00:00,transition,5,0.153240,0.185040,0.304440,0.140640,0.136840,0.170680,0.119120,0.174000,0.109400,0.088840,0.118640 -2007-01-19 13:15:00,transition,5,0.148920,0.177360,0.279600,0.140120,0.135840,0.159440,0.114200,0.170000,0.105920,0.086360,0.114920 -2007-01-19 13:30:00,transition,5,0.143160,0.170920,0.260120,0.139960,0.135000,0.149200,0.111120,0.165000,0.103920,0.085360,0.112680 -2007-01-19 13:45:00,transition,5,0.137320,0.166320,0.251520,0.139880,0.134280,0.142160,0.109840,0.158000,0.102800,0.085280,0.111280 -2007-01-19 14:00:00,transition,5,0.132400,0.163880,0.257280,0.139720,0.133680,0.139960,0.110120,0.148000,0.102160,0.085560,0.110160 -2007-01-19 14:15:00,transition,5,0.128360,0.163560,0.272640,0.139920,0.133280,0.142160,0.111360,0.137000,0.101720,0.085920,0.109240 -2007-01-19 14:30:00,transition,5,0.124840,0.165080,0.290640,0.141080,0.133080,0.148000,0.112840,0.125000,0.101360,0.086280,0.108520 -2007-01-19 14:45:00,transition,5,0.121520,0.168200,0.304480,0.143800,0.133040,0.156560,0.113840,0.115000,0.100960,0.086440,0.108000 -2007-01-19 15:00:00,transition,5,0.118160,0.172520,0.308760,0.148360,0.133200,0.166920,0.113800,0.109000,0.100440,0.086320,0.107680 -2007-01-19 15:15:00,transition,5,0.114840,0.177280,0.304440,0.153920,0.133440,0.177560,0.112880,0.105000,0.099880,0.086000,0.107480 -2007-01-19 15:30:00,transition,5,0.111720,0.181440,0.294000,0.159320,0.133640,0.186920,0.111440,0.103000,0.099400,0.085600,0.107320 -2007-01-19 15:45:00,transition,5,0.109040,0.184080,0.279880,0.163360,0.133640,0.193480,0.109840,0.103000,0.099120,0.085280,0.107160 -2007-01-19 16:00:00,transition,5,0.106920,0.184560,0.264040,0.165320,0.133440,0.196120,0.108320,0.103000,0.099200,0.085160,0.107000 -2007-01-19 16:15:00,transition,5,0.105680,0.183560,0.246320,0.166200,0.133120,0.196000,0.107080,0.104000,0.099920,0.085440,0.107360 -2007-01-19 16:30:00,transition,5,0.105440,0.182120,0.226000,0.167360,0.132960,0.194880,0.106240,0.106000,0.101640,0.086200,0.108840 -2007-01-19 16:45:00,transition,5,0.106520,0.181280,0.202360,0.170200,0.133040,0.194360,0.105800,0.111000,0.104680,0.087640,0.112120 -2007-01-19 17:00:00,transition,5,0.109080,0.181560,0.175240,0.175680,0.133600,0.195600,0.105800,0.118000,0.109360,0.090320,0.117560 -2007-01-19 17:15:00,transition,5,0.113040,0.181720,0.146800,0.182960,0.134520,0.197400,0.105800,0.127000,0.116200,0.096600,0.124760 -2007-01-19 17:30:00,transition,5,0.118360,0.180000,0.119640,0.190720,0.135600,0.197880,0.105320,0.137000,0.125600,0.109200,0.133040 -2007-01-19 17:45:00,transition,5,0.124840,0.174720,0.096440,0.197600,0.136680,0.195280,0.103760,0.148000,0.138000,0.130840,0.141800 -2007-01-19 18:00:00,transition,5,0.132400,0.164760,0.079200,0.202640,0.137600,0.188280,0.100840,0.158000,0.153480,0.162640,0.150440 -2007-01-19 18:15:00,transition,5,0.140600,0.151520,0.067200,0.205960,0.138040,0.177720,0.096720,0.166000,0.170160,0.198840,0.158760 -2007-01-19 18:30:00,transition,5,0.149080,0.137040,0.058920,0.208040,0.137640,0.164920,0.091880,0.174000,0.185840,0.232000,0.166640 -2007-01-19 18:45:00,transition,5,0.157320,0.123320,0.052960,0.209320,0.136080,0.151160,0.086640,0.179000,0.198240,0.254680,0.173960 -2007-01-19 19:00:00,transition,5,0.164880,0.112080,0.048080,0.210240,0.133200,0.137760,0.081440,0.182000,0.205480,0.261400,0.180360 -2007-01-19 19:15:00,transition,5,0.171080,0.103440,0.044000,0.210920,0.129600,0.125560,0.076560,0.184000,0.207520,0.254440,0.185040 -2007-01-19 19:30:00,transition,5,0.175160,0.097280,0.040600,0.211560,0.126040,0.115360,0.072160,0.185000,0.204680,0.237960,0.186800 -2007-01-19 19:45:00,transition,5,0.176440,0.093440,0.037840,0.212280,0.123360,0.108000,0.068520,0.186000,0.197280,0.216120,0.184640 -2007-01-19 20:00:00,transition,5,0.174560,0.091600,0.035520,0.213080,0.122080,0.103880,0.065800,0.187000,0.185920,0.192760,0.178000 -2007-01-19 20:15:00,transition,5,0.170480,0.091120,0.033600,0.213520,0.121560,0.102080,0.063840,0.188000,0.172160,0.169600,0.168200 -2007-01-19 20:30:00,transition,5,0.165680,0.091040,0.031880,0.213120,0.121080,0.101200,0.062480,0.188000,0.157720,0.148120,0.157120 -2007-01-19 20:45:00,transition,5,0.161480,0.090640,0.030240,0.211280,0.119760,0.099880,0.061480,0.187000,0.144520,0.129680,0.146720 -2007-01-19 21:00:00,transition,5,0.158880,0.089240,0.028640,0.207600,0.117040,0.097120,0.060640,0.184000,0.133840,0.115320,0.138440 -2007-01-19 21:15:00,transition,5,0.157200,0.087160,0.027080,0.201840,0.113360,0.093240,0.059880,0.179000,0.125480,0.104600,0.131880 -2007-01-19 21:30:00,transition,5,0.155400,0.084960,0.025680,0.193960,0.109400,0.088840,0.059160,0.171000,0.118760,0.096800,0.126400 -2007-01-19 21:45:00,transition,5,0.152320,0.083160,0.024600,0.183880,0.105840,0.084600,0.058440,0.162000,0.113000,0.091120,0.121200 -2007-01-19 22:00:00,transition,5,0.147200,0.082160,0.024120,0.171680,0.103200,0.081000,0.057680,0.150000,0.107680,0.086920,0.115640 -2007-01-19 22:15:00,transition,5,0.140240,0.081720,0.023360,0.157960,0.101320,0.078080,0.057080,0.136000,0.102520,0.083680,0.109840 -2007-01-19 22:30:00,transition,5,0.132080,0.081560,0.023000,0.143520,0.099880,0.075720,0.056880,0.122000,0.097560,0.080960,0.103920 -2007-01-19 22:45:00,transition,5,0.123200,0.081280,0.022680,0.129120,0.098560,0.073800,0.057440,0.109000,0.092640,0.078280,0.098120 -2007-01-19 23:00:00,transition,5,0.114040,0.080640,0.022320,0.115480,0.097120,0.072160,0.058720,0.096000,0.087720,0.075360,0.092520 -2007-01-19 23:15:00,transition,5,0.104840,0.079480,0.021880,0.102720,0.095560,0.070800,0.060120,0.086000,0.082920,0.072280,0.087200 -2007-01-19 23:30:00,transition,5,0.095640,0.077840,0.021360,0.090960,0.094000,0.069560,0.060640,0.076000,0.078320,0.069280,0.082200 -2007-01-19 23:45:00,transition,5,0.086560,0.075680,0.020800,0.080200,0.092520,0.068400,0.059440,0.068000,0.074120,0.066600,0.077480 -2007-01-20 00:00:00,transition,6,0.080200,0.075840,0.020720,0.073040,0.092440,0.067160,0.075640,0.065000,0.071360,0.071360,0.074480 -2007-01-20 00:15:00,transition,6,0.075080,0.076680,0.020800,0.067600,0.093000,0.065920,0.097600,0.063000,0.069440,0.069440,0.072320 -2007-01-20 00:30:00,transition,6,0.070720,0.077720,0.020880,0.062840,0.093720,0.064800,0.121440,0.063000,0.068000,0.068000,0.070680 -2007-01-20 00:45:00,transition,6,0.066600,0.078480,0.020800,0.057720,0.094360,0.063880,0.143080,0.062000,0.066680,0.066680,0.069240 -2007-01-20 01:00:00,transition,6,0.062280,0.078520,0.020480,0.051560,0.094560,0.063200,0.159400,0.060000,0.065320,0.065320,0.067760 -2007-01-20 01:15:00,transition,6,0.058000,0.077840,0.019960,0.045000,0.094480,0.062720,0.170600,0.057000,0.063840,0.063840,0.066240 -2007-01-20 01:30:00,transition,6,0.054040,0.076560,0.019400,0.038920,0.094320,0.062360,0.177600,0.054000,0.062440,0.062440,0.064800 -2007-01-20 01:45:00,transition,6,0.050760,0.074760,0.018920,0.034240,0.094360,0.062080,0.181360,0.051000,0.061120,0.061120,0.063480 -2007-01-20 02:00:00,transition,6,0.048400,0.072560,0.018560,0.031600,0.094680,0.061800,0.182880,0.048000,0.060040,0.060040,0.062360 -2007-01-20 02:15:00,transition,6,0.046760,0.070360,0.018440,0.030560,0.095000,0.061560,0.183080,0.046000,0.059120,0.059120,0.061400 -2007-01-20 02:30:00,transition,6,0.045680,0.068480,0.018560,0.030360,0.095040,0.061360,0.182920,0.044000,0.058280,0.058280,0.060440 -2007-01-20 02:45:00,transition,6,0.044960,0.067280,0.018920,0.030320,0.094360,0.061200,0.183360,0.043000,0.057440,0.057440,0.059360 -2007-01-20 03:00:00,transition,6,0.044360,0.067040,0.019520,0.029840,0.092720,0.061120,0.185200,0.042000,0.056560,0.056560,0.058120 -2007-01-20 03:15:00,transition,6,0.043880,0.067480,0.020200,0.029040,0.090560,0.061120,0.188640,0.041000,0.055720,0.055720,0.056880 -2007-01-20 03:30:00,transition,6,0.043520,0.068320,0.020720,0.028120,0.088320,0.061120,0.193720,0.040000,0.055080,0.055080,0.055840 -2007-01-20 03:45:00,transition,6,0.043280,0.069160,0.020800,0.027400,0.086480,0.061200,0.200520,0.039000,0.054640,0.054640,0.055240 -2007-01-20 04:00:00,transition,6,0.043120,0.069720,0.020360,0.027000,0.085440,0.061240,0.208760,0.039000,0.054560,0.054560,0.055200 -2007-01-20 04:15:00,transition,6,0.043080,0.070120,0.019600,0.026720,0.085080,0.061400,0.217440,0.039000,0.054760,0.054760,0.055600 -2007-01-20 04:30:00,transition,6,0.043120,0.070480,0.019000,0.026280,0.085120,0.061640,0.225200,0.038000,0.055120,0.055120,0.056240 -2007-01-20 04:45:00,transition,6,0.043280,0.071000,0.018920,0.025440,0.085280,0.062080,0.230720,0.038000,0.055560,0.055560,0.056880 -2007-01-20 05:00:00,transition,6,0.043560,0.071760,0.019560,0.024120,0.085440,0.062720,0.233080,0.038000,0.056080,0.056080,0.057440 -2007-01-20 05:15:00,transition,6,0.044200,0.072520,0.020720,0.023440,0.085840,0.063280,0.232920,0.038000,0.056640,0.056640,0.057920 -2007-01-20 05:30:00,transition,6,0.045400,0.072960,0.021880,0.024720,0.086880,0.063480,0.231440,0.037000,0.057360,0.057360,0.058520 -2007-01-20 05:45:00,transition,6,0.047440,0.072880,0.022680,0.029360,0.088920,0.063000,0.229720,0.037000,0.058360,0.058360,0.059360 -2007-01-20 06:00:00,transition,6,0.050520,0.072240,0.022840,0.037960,0.092080,0.061920,0.228680,0.036000,0.059840,0.059840,0.060680 -2007-01-20 06:15:00,transition,6,0.054880,0.072240,0.022640,0.048520,0.095720,0.061960,0.228360,0.036000,0.062920,0.062920,0.063160 -2007-01-20 06:30:00,transition,6,0.060720,0.074440,0.022440,0.058320,0.099000,0.065200,0.228760,0.037000,0.068800,0.068800,0.067680 -2007-01-20 06:45:00,transition,6,0.068240,0.080360,0.022680,0.064560,0.101000,0.073800,0.229720,0.039000,0.078720,0.078720,0.075000 -2007-01-20 07:00:00,transition,6,0.077480,0.091000,0.023760,0.065440,0.101280,0.088960,0.230880,0.043000,0.093440,0.093440,0.085680 -2007-01-20 07:15:00,transition,6,0.087880,0.105160,0.025880,0.062440,0.101120,0.108560,0.230880,0.049000,0.111600,0.111600,0.098680 -2007-01-20 07:30:00,transition,6,0.098640,0.121200,0.029240,0.058080,0.102280,0.129720,0.228040,0.054000,0.131400,0.131400,0.112880 -2007-01-20 07:45:00,transition,6,0.109040,0.137360,0.034040,0.054760,0.106440,0.149360,0.220640,0.059000,0.151000,0.151000,0.126960 -2007-01-20 08:00:00,transition,6,0.118440,0.152160,0.040280,0.054480,0.114600,0.165200,0.207880,0.063000,0.168640,0.168640,0.139880 -2007-01-20 08:15:00,transition,6,0.126680,0.164880,0.047120,0.057320,0.124920,0.177160,0.191800,0.066000,0.183240,0.183240,0.151360 -2007-01-20 08:30:00,transition,6,0.133840,0.175080,0.053560,0.063080,0.134720,0.185800,0.175280,0.069000,0.193720,0.193720,0.161360 -2007-01-20 08:45:00,transition,6,0.139840,0.182200,0.058640,0.071400,0.141520,0.191680,0.161200,0.073000,0.199160,0.199160,0.169840 -2007-01-20 09:00:00,transition,6,0.144760,0.186080,0.061520,0.081920,0.143440,0.195320,0.151720,0.078000,0.198880,0.198880,0.176600 -2007-01-20 09:15:00,transition,6,0.148840,0.187520,0.062680,0.093720,0.141760,0.197320,0.145920,0.085000,0.194040,0.194040,0.181280 -2007-01-20 09:30:00,transition,6,0.152360,0.187720,0.062760,0.105880,0.138640,0.198320,0.142240,0.094000,0.186200,0.186200,0.183320 -2007-01-20 09:45:00,transition,6,0.155640,0.187800,0.062400,0.117400,0.136080,0.198880,0.139040,0.104000,0.176920,0.176920,0.182200 -2007-01-20 10:00:00,transition,6,0.158920,0.188640,0.062160,0.127440,0.135680,0.199480,0.135080,0.115000,0.167640,0.167640,0.177840 -2007-01-20 10:15:00,transition,6,0.162040,0.190160,0.062120,0.135720,0.137080,0.200200,0.130560,0.126000,0.159600,0.159600,0.172120 -2007-01-20 10:30:00,transition,6,0.164880,0.191840,0.062240,0.142200,0.139320,0.200920,0.126000,0.136000,0.154000,0.154000,0.167320 -2007-01-20 10:45:00,transition,6,0.167280,0.193400,0.062400,0.146720,0.141520,0.201560,0.121920,0.146000,0.151920,0.151920,0.165680 -2007-01-20 11:00:00,transition,6,0.169160,0.194480,0.062600,0.149280,0.142960,0.202120,0.118800,0.152000,0.153920,0.153920,0.168640 -2007-01-20 11:15:00,transition,6,0.170760,0.195120,0.062520,0.150280,0.143640,0.202640,0.116920,0.157000,0.157920,0.157920,0.173920 -2007-01-20 11:30:00,transition,6,0.172520,0.195320,0.061920,0.150240,0.143680,0.203320,0.116560,0.160000,0.161240,0.161240,0.178400 -2007-01-20 11:45:00,transition,6,0.174800,0.195280,0.060520,0.149680,0.143320,0.204280,0.117880,0.162000,0.161160,0.161160,0.178880 -2007-01-20 12:00:00,transition,6,0.177720,0.194920,0.058120,0.149040,0.142680,0.205440,0.120800,0.162000,0.155840,0.155840,0.173240 -2007-01-20 12:15:00,transition,6,0.180760,0.193880,0.054920,0.148640,0.141840,0.206120,0.123760,0.162000,0.146640,0.146640,0.163160 -2007-01-20 12:30:00,transition,6,0.183120,0.191680,0.051240,0.148760,0.140840,0.205440,0.124800,0.161000,0.135960,0.135960,0.151240 -2007-01-20 12:45:00,transition,6,0.183960,0.187800,0.047280,0.149680,0.139720,0.202480,0.121920,0.161000,0.125960,0.125960,0.140160 -2007-01-20 13:00:00,transition,6,0.182720,0.181920,0.043360,0.151400,0.138440,0.196520,0.113960,0.160000,0.118480,0.118480,0.131880 -2007-01-20 13:15:00,transition,6,0.179800,0.174160,0.039720,0.153560,0.136800,0.187680,0.102600,0.161000,0.113080,0.113080,0.125920 -2007-01-20 13:30:00,transition,6,0.175840,0.164800,0.036560,0.155480,0.134520,0.176080,0.090360,0.162000,0.108800,0.108800,0.121080 -2007-01-20 13:45:00,transition,6,0.171440,0.154160,0.034040,0.156520,0.131240,0.161960,0.079600,0.164000,0.104680,0.104680,0.116240 -2007-01-20 14:00:00,transition,6,0.167160,0.142640,0.032360,0.156240,0.126880,0.145800,0.072280,0.167000,0.100040,0.100040,0.110520 -2007-01-20 14:15:00,transition,6,0.163080,0.130920,0.031320,0.155120,0.121960,0.129000,0.068040,0.171000,0.095280,0.095280,0.104480 -2007-01-20 14:30:00,transition,6,0.159240,0.119840,0.030680,0.153680,0.117120,0.113160,0.066080,0.175000,0.091040,0.091040,0.098920 -2007-01-20 14:45:00,transition,6,0.155640,0.110240,0.030240,0.152600,0.113080,0.099880,0.065480,0.178000,0.088000,0.088000,0.094800 -2007-01-20 15:00:00,transition,6,0.152320,0.102720,0.029800,0.152320,0.110360,0.090400,0.065480,0.180000,0.086560,0.086560,0.092640 -2007-01-20 15:15:00,transition,6,0.149440,0.096920,0.029320,0.152960,0.108640,0.084160,0.065720,0.181000,0.086320,0.086320,0.092040 -2007-01-20 15:30:00,transition,6,0.147160,0.092160,0.028840,0.154360,0.107480,0.080120,0.065800,0.182000,0.086720,0.086720,0.092160 -2007-01-20 15:45:00,transition,6,0.145640,0.087840,0.028360,0.156520,0.106440,0.077400,0.065480,0.181000,0.087080,0.087080,0.092320 -2007-01-20 16:00:00,transition,6,0.145040,0.083560,0.027920,0.159360,0.105200,0.075120,0.064600,0.181000,0.087040,0.087040,0.092040 -2007-01-20 16:15:00,transition,6,0.145400,0.079720,0.027440,0.162880,0.104080,0.073320,0.063560,0.180000,0.087240,0.087240,0.091920 -2007-01-20 16:30:00,transition,6,0.146680,0.076880,0.027000,0.167160,0.103560,0.072200,0.063000,0.182000,0.088520,0.088520,0.092840 -2007-01-20 16:45:00,transition,6,0.149000,0.075680,0.026480,0.172160,0.104040,0.072000,0.063480,0.185000,0.091720,0.091720,0.095640 -2007-01-20 17:00:00,transition,6,0.152240,0.076440,0.025920,0.177840,0.105760,0.072760,0.065360,0.191000,0.097440,0.097440,0.100920 -2007-01-20 17:15:00,transition,6,0.156440,0.078560,0.025400,0.183600,0.108120,0.074000,0.068200,0.199000,0.105680,0.105680,0.108160 -2007-01-20 17:30:00,transition,6,0.161480,0.081080,0.024920,0.188800,0.110240,0.075160,0.071160,0.209000,0.116200,0.116200,0.116560 -2007-01-20 17:45:00,transition,6,0.167280,0.083160,0.024600,0.192720,0.111280,0.075600,0.073560,0.219000,0.128760,0.128760,0.125320 -2007-01-20 18:00:00,transition,6,0.173760,0.084120,0.024440,0.194880,0.110680,0.074880,0.074760,0.230000,0.142880,0.142880,0.133680 -2007-01-20 18:15:00,transition,6,0.180400,0.084240,0.024400,0.195600,0.109000,0.073680,0.074760,0.241000,0.157320,0.157320,0.141600 -2007-01-20 18:30:00,transition,6,0.186720,0.084080,0.024480,0.195360,0.107080,0.072720,0.073640,0.250000,0.170720,0.170720,0.148960 -2007-01-20 18:45:00,transition,6,0.192280,0.084080,0.024600,0.194640,0.105840,0.072880,0.071520,0.259000,0.181560,0.181560,0.155800 -2007-01-20 19:00:00,transition,6,0.196520,0.084720,0.024680,0.193920,0.105880,0.074680,0.068600,0.265000,0.188680,0.188680,0.161960 -2007-01-20 19:15:00,transition,6,0.199000,0.085840,0.024760,0.193200,0.107000,0.077600,0.065240,0.270000,0.191720,0.191720,0.166640 -2007-01-20 19:30:00,transition,6,0.199400,0.087280,0.024720,0.192480,0.108760,0.080840,0.062040,0.272000,0.190600,0.190600,0.169000 -2007-01-20 19:45:00,transition,6,0.197240,0.088760,0.024600,0.191720,0.110680,0.083680,0.059440,0.271000,0.185240,0.185240,0.168160 -2007-01-20 20:00:00,transition,6,0.192360,0.090120,0.024320,0.190920,0.112360,0.085440,0.057840,0.268000,0.175840,0.175840,0.163600 -2007-01-20 20:15:00,transition,6,0.185240,0.091160,0.024120,0.189720,0.113520,0.086120,0.056920,0.263000,0.163720,0.163720,0.156240 -2007-01-20 20:30:00,transition,6,0.176640,0.091720,0.024120,0.187840,0.113840,0.085800,0.056280,0.256000,0.150560,0.150560,0.147440 -2007-01-20 20:45:00,transition,6,0.167280,0.091560,0.024600,0.184880,0.113080,0.084600,0.055400,0.248000,0.138000,0.138000,0.138480 -2007-01-20 21:00:00,transition,6,0.157960,0.090600,0.025600,0.180520,0.111080,0.082640,0.054040,0.241000,0.127440,0.127440,0.130480 -2007-01-20 21:15:00,transition,6,0.149520,0.089040,0.026800,0.174200,0.108280,0.080160,0.052400,0.233000,0.118760,0.118760,0.123440 -2007-01-20 21:30:00,transition,6,0.142880,0.087080,0.027880,0.165400,0.105120,0.077440,0.050720,0.223000,0.111640,0.111640,0.117120 -2007-01-20 21:45:00,transition,6,0.139000,0.085040,0.028360,0.153560,0.102200,0.074680,0.049360,0.212000,0.105600,0.105600,0.111280 -2007-01-20 22:00:00,transition,6,0.138280,0.083080,0.028000,0.138560,0.099920,0.072160,0.048560,0.199000,0.100320,0.100320,0.105800 -2007-01-20 22:15:00,transition,6,0.139160,0.081200,0.027000,0.121960,0.098120,0.069880,0.048160,0.185000,0.095520,0.095520,0.100440 -2007-01-20 22:30:00,transition,6,0.139520,0.079360,0.025760,0.105760,0.096560,0.068040,0.047840,0.170000,0.090880,0.090880,0.095160 -2007-01-20 22:45:00,transition,6,0.137320,0.077560,0.024600,0.091960,0.094960,0.066600,0.047360,0.155000,0.086160,0.086160,0.089840 -2007-01-20 23:00:00,transition,6,0.131080,0.075680,0.023760,0.082040,0.093160,0.065600,0.046520,0.141000,0.081120,0.081120,0.084440 -2007-01-20 23:15:00,transition,6,0.121920,0.073800,0.023280,0.075400,0.091280,0.064960,0.045480,0.129000,0.076120,0.076120,0.079160 -2007-01-20 23:30:00,transition,6,0.111480,0.071920,0.022960,0.070920,0.089600,0.064440,0.044360,0.117000,0.071520,0.071520,0.074280 -2007-01-20 23:45:00,transition,6,0.101560,0.070080,0.022680,0.067480,0.088280,0.063880,0.043320,0.107000,0.067600,0.067600,0.070080 -2007-01-21 00:00:00,transition,7,0.093400,0.068320,0.022360,0.064160,0.087600,0.063120,0.042560,0.099000,0.064760,0.064760,0.066760 -2007-01-21 00:15:00,transition,7,0.086840,0.066520,0.021920,0.060680,0.087360,0.062240,0.042000,0.091000,0.062760,0.062760,0.064240 -2007-01-21 00:30:00,transition,7,0.081160,0.064640,0.021400,0.056920,0.087440,0.061280,0.041600,0.085000,0.061320,0.061320,0.062400 -2007-01-21 00:45:00,transition,7,0.075760,0.062600,0.020800,0.052840,0.087680,0.060280,0.041320,0.079000,0.060200,0.060200,0.061000 -2007-01-21 01:00:00,transition,7,0.070120,0.060320,0.020120,0.048360,0.088000,0.059400,0.041080,0.073000,0.059160,0.059160,0.059960 -2007-01-21 01:15:00,transition,7,0.064480,0.057920,0.019520,0.043800,0.088360,0.058600,0.040960,0.068000,0.058200,0.058200,0.059120 -2007-01-21 01:30:00,transition,7,0.059280,0.055520,0.019040,0.039640,0.088840,0.058000,0.041000,0.064000,0.057320,0.057320,0.058400 -2007-01-21 01:45:00,transition,7,0.054920,0.053240,0.018920,0.036200,0.089520,0.057600,0.041320,0.060000,0.056520,0.056520,0.057720 -2007-01-21 02:00:00,transition,7,0.051720,0.051240,0.019160,0.033760,0.090320,0.057400,0.041880,0.057000,0.055800,0.055800,0.056960 -2007-01-21 02:15:00,transition,7,0.049440,0.049480,0.019640,0.032200,0.091000,0.057400,0.042600,0.054000,0.055280,0.055280,0.056240 -2007-01-21 02:30:00,transition,7,0.047840,0.047960,0.020240,0.031160,0.091240,0.057480,0.043120,0.052000,0.054880,0.054880,0.055600 -2007-01-21 02:45:00,transition,7,0.046600,0.046720,0.020800,0.030320,0.090720,0.057600,0.043320,0.050000,0.054640,0.054640,0.055240 -2007-01-21 03:00:00,transition,7,0.045520,0.045720,0.021160,0.029480,0.089240,0.057680,0.043000,0.047000,0.054600,0.054600,0.055120 -2007-01-21 03:15:00,transition,7,0.044560,0.044920,0.021280,0.028640,0.087160,0.057720,0.042240,0.045000,0.054640,0.054640,0.055200 -2007-01-21 03:30:00,transition,7,0.043800,0.044360,0.021160,0.027920,0.085080,0.057680,0.041280,0.042000,0.054680,0.054680,0.055280 -2007-01-21 03:45:00,transition,7,0.043280,0.043920,0.020800,0.027400,0.083440,0.057600,0.040320,0.040000,0.054640,0.054640,0.055240 -2007-01-21 04:00:00,transition,7,0.043080,0.043640,0.020240,0.027080,0.082720,0.057400,0.039480,0.039000,0.054480,0.054480,0.054960 -2007-01-21 04:15:00,transition,7,0.043080,0.043520,0.019600,0.026840,0.082720,0.057280,0.038960,0.038000,0.054320,0.054320,0.054640 -2007-01-21 04:30:00,transition,7,0.043160,0.043600,0.019120,0.026360,0.083080,0.057280,0.038840,0.037000,0.054320,0.054320,0.054640 -2007-01-21 04:45:00,transition,7,0.043280,0.043920,0.018920,0.025440,0.083440,0.057600,0.039280,0.037000,0.054640,0.054640,0.055240 -2007-01-21 05:00:00,transition,7,0.043280,0.044440,0.019120,0.024040,0.083680,0.058200,0.040360,0.037000,0.055560,0.055560,0.056680 -2007-01-21 05:15:00,transition,7,0.043240,0.045080,0.019640,0.023240,0.084000,0.058920,0.041960,0.037000,0.057320,0.057320,0.059120 -2007-01-21 05:30:00,transition,7,0.043240,0.045600,0.020240,0.024240,0.084840,0.059400,0.044000,0.038000,0.060280,0.060280,0.062720 -2007-01-21 05:45:00,transition,7,0.043280,0.045800,0.020800,0.028360,0.086480,0.059400,0.046360,0.037000,0.064840,0.064840,0.067600 -2007-01-21 06:00:00,transition,7,0.043520,0.045600,0.021120,0.036200,0.089200,0.058680,0.048840,0.036000,0.071280,0.071280,0.073880 -2007-01-21 06:15:00,transition,7,0.044320,0.045280,0.021240,0.045680,0.092400,0.057720,0.051200,0.035000,0.079800,0.079800,0.081520 -2007-01-21 06:30:00,transition,7,0.046040,0.045200,0.021120,0.054080,0.095360,0.057160,0.053160,0.035000,0.090560,0.090560,0.090440 -2007-01-21 06:45:00,transition,7,0.049120,0.045800,0.020800,0.058680,0.097360,0.057600,0.054400,0.037000,0.103760,0.103760,0.100560 -2007-01-21 07:00:00,transition,7,0.053880,0.047200,0.020320,0.057640,0.097920,0.059360,0.054760,0.042000,0.119320,0.119320,0.111800 -2007-01-21 07:15:00,transition,7,0.060440,0.049080,0.019800,0.052480,0.097600,0.061960,0.054360,0.050000,0.136320,0.136320,0.123720 -2007-01-21 07:30:00,transition,7,0.068840,0.050960,0.019280,0.045520,0.097320,0.064600,0.053520,0.058000,0.153760,0.153760,0.135800 -2007-01-21 07:45:00,transition,7,0.079080,0.052320,0.018920,0.039120,0.097960,0.066600,0.052400,0.066000,0.170440,0.170440,0.147560 -2007-01-21 08:00:00,transition,7,0.091080,0.052840,0.018720,0.035320,0.100080,0.067320,0.051280,0.072000,0.185280,0.185280,0.158520 -2007-01-21 08:15:00,transition,7,0.104280,0.052880,0.018720,0.034720,0.102880,0.066960,0.050440,0.079000,0.197040,0.197040,0.168040 -2007-01-21 08:30:00,transition,7,0.118000,0.053160,0.018800,0.037520,0.105360,0.066000,0.050040,0.086000,0.204560,0.204560,0.175600 -2007-01-21 08:45:00,transition,7,0.131520,0.054200,0.018920,0.044000,0.106440,0.064800,0.050360,0.097000,0.206560,0.206560,0.180520 -2007-01-21 09:00:00,transition,7,0.144160,0.056440,0.019000,0.054160,0.105400,0.063680,0.051560,0.112000,0.202360,0.202360,0.182400 -2007-01-21 09:15:00,transition,7,0.155560,0.059480,0.019000,0.066800,0.102880,0.062840,0.053440,0.129000,0.193360,0.193360,0.181280 -2007-01-21 09:30:00,transition,7,0.165320,0.062680,0.019000,0.080520,0.099880,0.062280,0.055840,0.148000,0.181480,0.181480,0.177280 -2007-01-21 09:45:00,transition,7,0.173120,0.065400,0.018920,0.093920,0.097360,0.062080,0.058440,0.166000,0.168600,0.168600,0.170640 -2007-01-21 10:00:00,transition,7,0.178800,0.067240,0.018800,0.105680,0.096120,0.062320,0.061080,0.183000,0.156480,0.156480,0.161840 -2007-01-21 10:15:00,transition,7,0.183120,0.068480,0.018720,0.115480,0.095920,0.062920,0.063680,0.198000,0.146440,0.146440,0.152840 -2007-01-21 10:30:00,transition,7,0.187000,0.069600,0.018720,0.123040,0.096320,0.063800,0.066200,0.213000,0.139600,0.139600,0.145960 -2007-01-21 10:45:00,transition,7,0.191440,0.071000,0.018920,0.128160,0.096760,0.064800,0.068520,0.227000,0.137080,0.137080,0.143440 -2007-01-21 11:00:00,transition,7,0.197000,0.073120,0.019280,0.130760,0.096960,0.065840,0.070600,0.242000,0.139400,0.139400,0.146640 -2007-01-21 11:15:00,transition,7,0.203040,0.075600,0.019800,0.131560,0.096840,0.066720,0.072360,0.255000,0.144280,0.144280,0.153040 -2007-01-21 11:30:00,transition,7,0.208480,0.078160,0.020320,0.131360,0.096560,0.067320,0.073720,0.266000,0.148800,0.148800,0.159200 -2007-01-21 11:45:00,transition,7,0.212240,0.080360,0.020800,0.131080,0.096160,0.067480,0.074560,0.271000,0.150040,0.150040,0.161560 -2007-01-21 12:00:00,transition,7,0.213480,0.081880,0.021120,0.131280,0.095760,0.067080,0.074800,0.272000,0.146000,0.146000,0.157760 -2007-01-21 12:15:00,transition,7,0.211800,0.082800,0.021240,0.131600,0.095360,0.066200,0.074400,0.268000,0.138040,0.138040,0.149400 -2007-01-21 12:30:00,transition,7,0.207000,0.083200,0.021120,0.131440,0.095080,0.065080,0.073320,0.262000,0.128480,0.128480,0.139080 -2007-01-21 12:45:00,transition,7,0.198920,0.083160,0.020800,0.130080,0.094960,0.063880,0.071520,0.258000,0.119480,0.119480,0.129440 -2007-01-21 13:00:00,transition,7,0.187640,0.082760,0.020240,0.127240,0.095000,0.062800,0.069120,0.255000,0.112920,0.112920,0.122520 -2007-01-21 13:15:00,transition,7,0.174640,0.082040,0.019640,0.123560,0.095240,0.061960,0.066360,0.253000,0.108560,0.108560,0.118080 -2007-01-21 13:30:00,transition,7,0.161680,0.080960,0.019120,0.119960,0.095640,0.061400,0.063680,0.251000,0.105720,0.105720,0.115160 -2007-01-21 13:45:00,transition,7,0.150640,0.079440,0.018920,0.117400,0.096160,0.061200,0.061480,0.246000,0.103760,0.103760,0.112920 -2007-01-21 14:00:00,transition,7,0.142800,0.077480,0.019120,0.116440,0.096760,0.061400,0.060040,0.237000,0.102040,0.102040,0.110680 -2007-01-21 14:15:00,transition,7,0.137560,0.075320,0.019640,0.116760,0.097280,0.061880,0.059360,0.225000,0.100520,0.100520,0.108400 -2007-01-21 14:30:00,transition,7,0.133880,0.073080,0.020240,0.117640,0.097520,0.062480,0.059200,0.211000,0.099240,0.099240,0.106360 -2007-01-21 14:45:00,transition,7,0.130680,0.071000,0.020800,0.118360,0.097360,0.063000,0.059440,0.197000,0.098200,0.098200,0.104680 -2007-01-21 15:00:00,transition,7,0.127080,0.069200,0.021120,0.118440,0.096680,0.063280,0.059920,0.184000,0.097360,0.097360,0.103600 -2007-01-21 15:15:00,transition,7,0.123120,0.067600,0.021200,0.118040,0.095760,0.063360,0.060360,0.172000,0.096720,0.096720,0.102840 -2007-01-21 15:30:00,transition,7,0.119000,0.066080,0.021000,0.117560,0.094880,0.063280,0.060640,0.161000,0.096080,0.096080,0.102200 -2007-01-21 15:45:00,transition,7,0.114840,0.064480,0.020800,0.117400,0.094360,0.063000,0.060440,0.150000,0.095400,0.095400,0.101400 -2007-01-21 16:00:00,transition,7,0.111000,0.062760,0.020400,0.117840,0.094440,0.062600,0.059760,0.141000,0.094680,0.094680,0.100400 -2007-01-21 16:15:00,transition,7,0.107760,0.061480,0.019880,0.119280,0.095000,0.062320,0.058880,0.134000,0.094560,0.094560,0.099960 -2007-01-21 16:30:00,transition,7,0.105560,0.061240,0.019400,0.121960,0.095840,0.062360,0.058280,0.131000,0.095760,0.095760,0.101040 -2007-01-21 16:45:00,transition,7,0.104880,0.062600,0.018920,0.126200,0.096760,0.063000,0.058440,0.133000,0.099120,0.099120,0.104680 -2007-01-21 17:00:00,transition,7,0.105960,0.065960,0.018520,0.132000,0.097560,0.064280,0.059640,0.141000,0.105200,0.105200,0.111520 -2007-01-21 17:15:00,transition,7,0.108800,0.070440,0.018360,0.138680,0.098240,0.065920,0.061480,0.154000,0.113960,0.113960,0.120640 -2007-01-21 17:30:00,transition,7,0.113200,0.075000,0.018440,0.145240,0.098760,0.067440,0.063280,0.171000,0.125280,0.125280,0.130840 -2007-01-21 17:45:00,transition,7,0.119040,0.078480,0.018920,0.150640,0.099200,0.068400,0.064480,0.188000,0.138960,0.138960,0.140960 -2007-01-21 18:00:00,transition,7,0.126000,0.080120,0.019760,0.154240,0.099520,0.068440,0.064560,0.205000,0.154480,0.154480,0.150000 -2007-01-21 18:15:00,transition,7,0.133680,0.080440,0.020880,0.156440,0.099880,0.068040,0.063720,0.220000,0.170320,0.170320,0.157880 -2007-01-21 18:30:00,transition,7,0.141520,0.080240,0.021920,0.157920,0.100520,0.067840,0.062240,0.233000,0.184600,0.184600,0.164680 -2007-01-21 18:45:00,transition,7,0.149000,0.080360,0.022680,0.159440,0.101600,0.068400,0.060440,0.241000,0.195440,0.195440,0.170640 -2007-01-21 19:00:00,transition,7,0.155520,0.081400,0.023040,0.161480,0.103200,0.070160,0.058600,0.245000,0.201440,0.201440,0.175720 -2007-01-21 19:15:00,transition,7,0.160600,0.083120,0.023000,0.163800,0.105200,0.072760,0.056800,0.245000,0.202720,0.202720,0.179360 -2007-01-21 19:30:00,transition,7,0.163600,0.085120,0.022840,0.165880,0.107360,0.075640,0.055080,0.243000,0.199920,0.199920,0.180920 -2007-01-21 19:45:00,transition,7,0.163960,0.086880,0.022680,0.167280,0.109480,0.078280,0.053400,0.239000,0.193600,0.193600,0.179720 -2007-01-21 20:00:00,transition,7,0.161440,0.088120,0.022680,0.167600,0.111240,0.080200,0.051840,0.235000,0.184440,0.184440,0.175320 -2007-01-21 20:15:00,transition,7,0.157080,0.088680,0.022800,0.166840,0.112400,0.081280,0.050440,0.230000,0.173440,0.173440,0.168520 -2007-01-21 20:30:00,transition,7,0.152200,0.088600,0.022840,0.165080,0.112520,0.081520,0.049280,0.224000,0.161640,0.161640,0.160280 -2007-01-21 20:45:00,transition,7,0.148160,0.087840,0.022680,0.162360,0.111280,0.081000,0.048360,0.217000,0.150040,0.150040,0.151680 -2007-01-21 21:00:00,transition,7,0.145880,0.086400,0.022320,0.158680,0.108520,0.079640,0.047760,0.208000,0.139600,0.139600,0.143520 -2007-01-21 21:15:00,transition,7,0.144720,0.084400,0.021800,0.153480,0.104760,0.077720,0.047280,0.197000,0.130320,0.130320,0.135880 -2007-01-21 21:30:00,transition,7,0.143600,0.082000,0.021240,0.146120,0.100800,0.075400,0.046880,0.185000,0.122120,0.122120,0.128760 -2007-01-21 21:45:00,transition,7,0.141480,0.079440,0.020800,0.135960,0.097360,0.072880,0.046360,0.171000,0.114840,0.114840,0.122000 -2007-01-21 22:00:00,transition,7,0.137520,0.076760,0.020600,0.122800,0.095000,0.070400,0.045600,0.156000,0.108400,0.108400,0.115600 -2007-01-21 22:15:00,transition,7,0.131840,0.074080,0.020560,0.108080,0.093520,0.068040,0.044600,0.140000,0.102520,0.102520,0.109400 -2007-01-21 22:30:00,transition,7,0.124720,0.071520,0.020640,0.093560,0.092400,0.065840,0.043520,0.125000,0.097040,0.097040,0.103320 -2007-01-21 22:45:00,transition,7,0.116520,0.069160,0.020800,0.081200,0.091320,0.063880,0.042320,0.110000,0.091720,0.091720,0.097280 -2007-01-21 23:00:00,transition,7,0.107600,0.067000,0.020960,0.072280,0.089920,0.062200,0.041120,0.096000,0.086400,0.086400,0.091200 -2007-01-21 23:15:00,transition,7,0.098360,0.065280,0.021040,0.066360,0.088440,0.060960,0.040120,0.084000,0.081200,0.081200,0.085320 -2007-01-21 23:30:00,transition,7,0.089240,0.064080,0.021000,0.062480,0.087160,0.060280,0.039440,0.073000,0.076440,0.076440,0.079840 -2007-01-21 23:45:00,transition,7,0.080720,0.063520,0.020800,0.059680,0.086480,0.060280,0.039280,0.065000,0.072240,0.072240,0.075000 diff --git a/demand_generator/bdew_data/shlp_hour_factors.csv b/demand_generator/bdew_data/shlp_hour_factors.csv deleted file mode 100644 index d1c6ffbd7dad35a022a9859997fd4fc2b59fcd4a..0000000000000000000000000000000000000000 --- a/demand_generator/bdew_data/shlp_hour_factors.csv +++ /dev/null @@ -1,2545 +0,0 @@ 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-1901,6,2,0,GMK,0.0397,0.0401,0.0403,0.0408,0.0390,0.0389,0.0388,0.0386,0.0395,0.0403 -1902,7,2,0,GMK,0.0540,0.0526,0.0504,0.0464,0.0503,0.0492,0.0462,0.0469,0.0454,0.0436 -1903,8,2,0,GMK,0.0619,0.0596,0.0559,0.0492,0.0562,0.0655,0.0661,0.0679,0.0718,0.0762 -1904,9,2,0,GMK,0.0617,0.0606,0.0590,0.0560,0.0590,0.0658,0.0666,0.0679,0.0738,0.0748 -1905,10,2,0,GMK,0.0583,0.0566,0.0538,0.0488,0.0551,0.0605,0.0699,0.0679,0.0651,0.0673 -1906,11,2,0,GMK,0.0528,0.0518,0.0502,0.0472,0.0513,0.0547,0.0551,0.0567,0.0601,0.0640 -1907,12,2,0,GMK,0.0566,0.0547,0.0518,0.0465,0.0480,0.0477,0.0518,0.0646,0.0653,0.0673 -1908,13,2,0,GMK,0.0425,0.0427,0.0431,0.0437,0.0431,0.0437,0.0407,0.0413,0.0407,0.0400 -1909,14,2,0,GMK,0.0344,0.0361,0.0388,0.0437,0.0429,0.0404,0.0382,0.0353,0.0331,0.0305 -1910,15,2,0,GMK,0.0350,0.0365,0.0389,0.0432,0.0448,0.0427,0.0442,0.0457,0.0463,0.0470 -1911,16,2,0,GMK,0.0305,0.0326,0.0359,0.0420,0.0427,0.0401,0.0470,0.0405,0.0436,0.0470 -1912,17,2,0,GMK,0.0328,0.0343,0.0367,0.0410,0.0418,0.0397,0.0406,0.0439,0.0442,0.0445 -1913,18,2,0,GMK,0.0341,0.0348,0.0360,0.0381,0.0353,0.0352,0.0286,0.0238,0.0200,0.0157 -1914,19,2,0,GMK,0.0351,0.0353,0.0357,0.0364,0.0347,0.0327,0.0257,0.0302,0.0256,0.0204 -1915,20,2,0,GMK,0.0340,0.0345,0.0352,0.0366,0.0348,0.0341,0.0286,0.0249,0.0215,0.0176 -1916,21,2,0,GMK,0.0364,0.0365,0.0367,0.0371,0.0355,0.0344,0.0308,0.0227,0.0200,0.0169 -1917,22,2,0,GMK,0.0348,0.0353,0.0362,0.0377,0.0356,0.0346,0.0355,0.0275,0.0276,0.0277 -1918,23,2,0,GMK,0.0326,0.0335,0.0349,0.0375,0.0342,0.0321,0.0326,0.0309,0.0305,0.0300 -1919,24,2,0,GMK,0.0353,0.0357,0.0364,0.0376,0.0349,0.0335,0.0339,0.0303,0.0301,0.0299 -1920,1,3,0,GMK,0.0377,0.0378,0.0378,0.0380,0.0358,0.0335,0.0345,0.0364,0.0364,0.0364 -1921,2,3,0,GMK,0.0395,0.0392,0.0389,0.0382,0.0356,0.0343,0.0352,0.0421,0.0430,0.0439 -1922,3,3,0,GMK,0.0366,0.0369,0.0374,0.0383,0.0367,0.0351,0.0359,0.0372,0.0375,0.0378 -1923,4,3,0,GMK,0.0416,0.0409,0.0397,0.0377,0.0365,0.0354,0.0363,0.0369,0.0375,0.0382 -1924,5,3,0,GMK,0.0421,0.0414,0.0403,0.0383,0.0362,0.0362,0.0372,0.0399,0.0414,0.0430 -1925,6,3,0,GMK,0.0397,0.0401,0.0403,0.0408,0.0390,0.0389,0.0388,0.0386,0.0395,0.0403 -1926,7,3,0,GMK,0.0540,0.0526,0.0504,0.0464,0.0503,0.0492,0.0462,0.0469,0.0454,0.0436 -1927,8,3,0,GMK,0.0619,0.0596,0.0559,0.0492,0.0562,0.0655,0.0661,0.0679,0.0718,0.0762 -1928,9,3,0,GMK,0.0617,0.0606,0.0590,0.0560,0.0590,0.0658,0.0666,0.0679,0.0738,0.0748 -1929,10,3,0,GMK,0.0583,0.0566,0.0538,0.0488,0.0551,0.0605,0.0699,0.0679,0.0651,0.0673 -1930,11,3,0,GMK,0.0528,0.0518,0.0502,0.0472,0.0513,0.0547,0.0551,0.0567,0.0601,0.0640 -1931,12,3,0,GMK,0.0566,0.0547,0.0518,0.0465,0.0480,0.0477,0.0518,0.0646,0.0653,0.0673 -1932,13,3,0,GMK,0.0425,0.0427,0.0431,0.0437,0.0431,0.0437,0.0407,0.0413,0.0407,0.0400 -1933,14,3,0,GMK,0.0344,0.0361,0.0388,0.0437,0.0429,0.0404,0.0382,0.0353,0.0331,0.0305 -1934,15,3,0,GMK,0.0350,0.0365,0.0389,0.0432,0.0448,0.0427,0.0442,0.0457,0.0463,0.0470 -1935,16,3,0,GMK,0.0305,0.0326,0.0359,0.0420,0.0427,0.0401,0.0470,0.0405,0.0436,0.0470 -1936,17,3,0,GMK,0.0328,0.0343,0.0367,0.0410,0.0418,0.0397,0.0406,0.0439,0.0442,0.0445 -1937,18,3,0,GMK,0.0341,0.0348,0.0360,0.0381,0.0353,0.0352,0.0286,0.0238,0.0200,0.0157 -1938,19,3,0,GMK,0.0351,0.0353,0.0357,0.0364,0.0347,0.0327,0.0257,0.0302,0.0256,0.0204 -1939,20,3,0,GMK,0.0340,0.0345,0.0352,0.0366,0.0348,0.0341,0.0286,0.0249,0.0215,0.0176 -1940,21,3,0,GMK,0.0364,0.0365,0.0367,0.0371,0.0355,0.0344,0.0308,0.0227,0.0200,0.0169 -1941,22,3,0,GMK,0.0348,0.0353,0.0362,0.0377,0.0356,0.0346,0.0355,0.0275,0.0276,0.0277 -1942,23,3,0,GMK,0.0326,0.0335,0.0349,0.0375,0.0342,0.0321,0.0326,0.0309,0.0305,0.0300 -1943,24,3,0,GMK,0.0353,0.0357,0.0364,0.0376,0.0349,0.0335,0.0339,0.0303,0.0301,0.0299 -1944,1,4,0,GMK,0.0377,0.0378,0.0378,0.0380,0.0358,0.0335,0.0345,0.0364,0.0364,0.0364 -1945,2,4,0,GMK,0.0395,0.0392,0.0389,0.0382,0.0356,0.0343,0.0352,0.0421,0.0430,0.0439 -1946,3,4,0,GMK,0.0366,0.0369,0.0374,0.0383,0.0367,0.0351,0.0359,0.0372,0.0375,0.0378 -1947,4,4,0,GMK,0.0416,0.0409,0.0397,0.0377,0.0365,0.0354,0.0363,0.0369,0.0375,0.0382 -1948,5,4,0,GMK,0.0421,0.0414,0.0403,0.0383,0.0362,0.0362,0.0372,0.0399,0.0414,0.0430 -1949,6,4,0,GMK,0.0397,0.0401,0.0403,0.0408,0.0390,0.0389,0.0388,0.0386,0.0395,0.0403 -1950,7,4,0,GMK,0.0540,0.0526,0.0504,0.0464,0.0503,0.0492,0.0462,0.0469,0.0454,0.0436 -1951,8,4,0,GMK,0.0619,0.0596,0.0559,0.0492,0.0562,0.0655,0.0661,0.0679,0.0718,0.0762 -1952,9,4,0,GMK,0.0617,0.0606,0.0590,0.0560,0.0590,0.0658,0.0666,0.0679,0.0738,0.0748 -1953,10,4,0,GMK,0.0583,0.0566,0.0538,0.0488,0.0551,0.0605,0.0699,0.0679,0.0651,0.0673 -1954,11,4,0,GMK,0.0528,0.0518,0.0502,0.0472,0.0513,0.0547,0.0551,0.0567,0.0601,0.0640 -1955,12,4,0,GMK,0.0566,0.0547,0.0518,0.0465,0.0480,0.0477,0.0518,0.0646,0.0653,0.0673 -1956,13,4,0,GMK,0.0425,0.0427,0.0431,0.0437,0.0431,0.0437,0.0407,0.0413,0.0407,0.0400 -1957,14,4,0,GMK,0.0344,0.0361,0.0388,0.0437,0.0429,0.0404,0.0382,0.0353,0.0331,0.0305 -1958,15,4,0,GMK,0.0350,0.0365,0.0389,0.0432,0.0448,0.0427,0.0442,0.0457,0.0463,0.0470 -1959,16,4,0,GMK,0.0305,0.0326,0.0359,0.0420,0.0427,0.0401,0.0470,0.0405,0.0436,0.0470 -1960,17,4,0,GMK,0.0328,0.0343,0.0367,0.0410,0.0418,0.0397,0.0406,0.0439,0.0442,0.0445 -1961,18,4,0,GMK,0.0341,0.0348,0.0360,0.0381,0.0353,0.0352,0.0286,0.0238,0.0200,0.0157 -1962,19,4,0,GMK,0.0351,0.0353,0.0357,0.0364,0.0347,0.0327,0.0257,0.0302,0.0256,0.0204 -1963,20,4,0,GMK,0.0340,0.0345,0.0352,0.0366,0.0348,0.0341,0.0286,0.0249,0.0215,0.0176 -1964,21,4,0,GMK,0.0364,0.0365,0.0367,0.0371,0.0355,0.0344,0.0308,0.0227,0.0200,0.0169 -1965,22,4,0,GMK,0.0348,0.0353,0.0362,0.0377,0.0356,0.0346,0.0355,0.0275,0.0276,0.0277 -1966,23,4,0,GMK,0.0326,0.0335,0.0349,0.0375,0.0342,0.0321,0.0326,0.0309,0.0305,0.0300 -1967,24,4,0,GMK,0.0353,0.0357,0.0364,0.0376,0.0349,0.0335,0.0339,0.0303,0.0301,0.0299 -1968,1,5,0,GMK,0.0308,0.0320,0.0332,0.0375,0.0356,0.0339,0.0369,0.0368,0.0383,0.0398 -1969,2,5,0,GMK,0.0329,0.0334,0.0338,0.0370,0.0347,0.0359,0.0380,0.0372,0.0381,0.0389 -1970,3,5,0,GMK,0.0326,0.0333,0.0339,0.0392,0.0352,0.0344,0.0379,0.0369,0.0375,0.0381 -1971,4,5,0,GMK,0.0323,0.0332,0.0342,0.0387,0.0360,0.0370,0.0409,0.0386,0.0394,0.0402 -1972,5,5,0,GMK,0.0344,0.0351,0.0359,0.0386,0.0374,0.0368,0.0341,0.0495,0.0472,0.0449 -1973,6,5,0,GMK,0.0317,0.0335,0.0350,0.0390,0.0382,0.0390,0.0437,0.0520,0.0585,0.0649 -1974,7,5,0,GMK,0.0643,0.0606,0.0569,0.0476,0.0495,0.0459,0.0570,0.0511,0.0538,0.0564 -1975,8,5,0,GMK,0.0718,0.0677,0.0637,0.0489,0.0555,0.0625,0.0632,0.0615,0.0610,0.0606 -1976,9,5,0,GMK,0.0675,0.0648,0.0621,0.0520,0.0567,0.0665,0.0623,0.0613,0.0629,0.0645 -1977,10,5,0,GMK,0.0669,0.0640,0.0611,0.0489,0.0552,0.0625,0.0593,0.0578,0.0587,0.0596 -1978,11,5,0,GMK,0.0546,0.0541,0.0536,0.0474,0.0527,0.0528,0.0573,0.0560,0.0572,0.0583 -1979,12,5,0,GMK,0.0463,0.0469,0.0475,0.0466,0.0487,0.0472,0.0453,0.0451,0.0441,0.0431 -1980,13,5,0,GMK,0.0420,0.0427,0.0433,0.0450,0.0447,0.0410,0.0421,0.0382,0.0361,0.0340 -1981,14,5,0,GMK,0.0461,0.0456,0.0450,0.0462,0.0440,0.0391,0.0315,0.0432,0.0453,0.0475 -1982,15,5,0,GMK,0.0496,0.0486,0.0476,0.0449,0.0456,0.0409,0.0410,0.0421,0.0427,0.0433 -1983,16,5,0,GMK,0.0416,0.0422,0.0428,0.0424,0.0440,0.0434,0.0394,0.0418,0.0410,0.0402 -1984,17,5,0,GMK,0.0448,0.0435,0.0422,0.0425,0.0396,0.0396,0.0343,0.0330,0.0297,0.0264 -1985,18,5,0,GMK,0.0262,0.0290,0.0318,0.0358,0.0374,0.0351,0.0318,0.0271,0.0236,0.0202 -1986,19,5,0,GMK,0.0303,0.0316,0.0330,0.0365,0.0357,0.0348,0.0283,0.0229,0.0186,0.0144 -1987,20,5,0,GMK,0.0280,0.0301,0.0322,0.0367,0.0365,0.0344,0.0339,0.0306,0.0286,0.0267 -1988,21,5,0,GMK,0.0290,0.0304,0.0319,0.0368,0.0348,0.0352,0.0340,0.0315,0.0304,0.0293 -1989,22,5,0,GMK,0.0306,0.0319,0.0333,0.0375,0.0359,0.0351,0.0349,0.0323,0.0311,0.0299 -1990,23,5,0,GMK,0.0323,0.0324,0.0326,0.0371,0.0329,0.0331,0.0378,0.0379,0.0396,0.0413 -1991,24,5,0,GMK,0.0334,0.0334,0.0334,0.0372,0.0335,0.0339,0.0351,0.0356,0.0366,0.0375 -1992,1,6,0,GMK,0.0411,0.0410,0.0406,0.0397,0.0388,0.0360,0.0324,0.0329,0.0325,0.0319 -1993,2,6,0,GMK,0.0422,0.0419,0.0414,0.0431,0.0390,0.0382,0.0336,0.0325,0.0318,0.0309 -1994,3,6,0,GMK,0.0414,0.0413,0.0410,0.0416,0.0396,0.0362,0.0343,0.0321,0.0311,0.0299 -1995,4,6,0,GMK,0.0417,0.0416,0.0412,0.0432,0.0394,0.0383,0.0316,0.0402,0.0426,0.0448 -1996,5,6,0,GMK,0.0447,0.0443,0.0434,0.0432,0.0395,0.0393,0.0355,0.0345,0.0332,0.0318 -1997,6,6,0,GMK,0.0424,0.0421,0.0419,0.0421,0.0402,0.0442,0.0426,0.0369,0.0345,0.0322 -1998,7,6,0,GMK,0.0569,0.0543,0.0537,0.0476,0.0507,0.0527,0.0657,0.0724,0.0757,0.0787 -1999,8,6,0,GMK,0.0507,0.0509,0.0509,0.0447,0.0510,0.0603,0.0646,0.0705,0.0780,0.0853 -2000,9,6,0,GMK,0.0446,0.0458,0.0475,0.0449,0.0553,0.0633,0.0718,0.0793,0.0829,0.0863 -2001,10,6,0,GMK,0.0503,0.0509,0.0517,0.0452,0.0553,0.0565,0.0585,0.0708,0.0804,0.0899 -2002,11,6,0,GMK,0.0391,0.0405,0.0423,0.0439,0.0510,0.0542,0.0645,0.0703,0.0808,0.0912 -2003,12,6,0,GMK,0.0422,0.0431,0.0443,0.0457,0.0502,0.0508,0.0641,0.0586,0.0645,0.0703 -2004,13,6,0,GMK,0.0383,0.0386,0.0389,0.0396,0.0404,0.0405,0.0415,0.0414,0.0432,0.0449 -2005,14,6,0,GMK,0.0394,0.0390,0.0384,0.0395,0.0353,0.0353,0.0380,0.0319,0.0313,0.0306 -2006,15,6,0,GMK,0.0347,0.0348,0.0348,0.0377,0.0347,0.0345,0.0426,0.0415,0.0378,0.0338 -2007,16,6,0,GMK,0.0396,0.0394,0.0389,0.0378,0.0367,0.0336,0.0367,0.0258,0.0227,0.0194 -2008,17,6,0,GMK,0.0389,0.0388,0.0384,0.0393,0.0367,0.0348,0.0258,0.0303,0.0290,0.0275 -2009,18,6,0,GMK,0.0376,0.0376,0.0376,0.0391,0.0375,0.0355,0.0311,0.0253,0.0174,0.0092 -2010,19,6,0,GMK,0.0367,0.0369,0.0371,0.0399,0.0379,0.0359,0.0235,0.0152,0.0054,0.0000 -2011,20,6,0,GMK,0.0399,0.0398,0.0396,0.0392,0.0385,0.0353,0.0324,0.0267,0.0190,0.0108 -2012,21,6,0,GMK,0.0335,0.0341,0.0348,0.0403,0.0384,0.0363,0.0272,0.0320,0.0286,0.0250 -2013,22,6,0,GMK,0.0424,0.0421,0.0414,0.0410,0.0384,0.0378,0.0395,0.0373,0.0383,0.0391 -2014,23,6,0,GMK,0.0394,0.0393,0.0391,0.0410,0.0381,0.0343,0.0328,0.0320,0.0319,0.0316 -2015,24,6,0,GMK,0.0423,0.0419,0.0411,0.0407,0.0374,0.0362,0.0297,0.0296,0.0274,0.0249 -2016,1,7,0,GMK,0.0408,0.0410,0.0413,0.0394,0.0419,0.0402,0.0434,0.0445,0.0483,0.0551 -2017,2,7,0,GMK,0.0472,0.0463,0.0453,0.0402,0.0432,0.0455,0.0450,0.0549,0.0627,0.0762 -2018,3,7,0,GMK,0.0465,0.0456,0.0447,0.0390,0.0427,0.0429,0.0629,0.0585,0.0684,0.0892 -2019,4,7,0,GMK,0.0499,0.0484,0.0467,0.0399,0.0429,0.0445,0.0512,0.0719,0.0856,0.1088 -2020,5,7,0,GMK,0.0398,0.0405,0.0412,0.0395,0.0427,0.0470,0.0534,0.0768,0.0937,0.1221 -2021,6,7,0,GMK,0.0395,0.0403,0.0414,0.0401,0.0436,0.0468,0.0608,0.0640,0.0782,0.1020 -2022,7,7,0,GMK,0.0429,0.0434,0.0440,0.0480,0.0452,0.0507,0.0452,0.0463,0.0471,0.0493 -2023,8,7,0,GMK,0.0453,0.0460,0.0467,0.0451,0.0484,0.0518,0.0521,0.0417,0.0440,0.0486 -2024,9,7,0,GMK,0.0464,0.0464,0.0465,0.0462,0.0465,0.0510,0.0468,0.0349,0.0333,0.0315 -2025,10,7,0,GMK,0.0396,0.0408,0.0420,0.0445,0.0449,0.0454,0.0396,0.0454,0.0414,0.0361 -2026,11,7,0,GMK,0.0377,0.0386,0.0396,0.0420,0.0417,0.0431,0.0374,0.0435,0.0406,0.0370 -2027,12,7,0,GMK,0.0458,0.0447,0.0435,0.0414,0.0409,0.0403,0.0341,0.0371,0.0309,0.0218 -2028,13,7,0,GMK,0.0344,0.0358,0.0373,0.0399,0.0407,0.0375,0.0330,0.0350,0.0276,0.0167 -2029,14,7,0,GMK,0.0364,0.0368,0.0372,0.0400,0.0381,0.0349,0.0288,0.0282,0.0185,0.0038 -2030,15,7,0,GMK,0.0449,0.0435,0.0420,0.0404,0.0386,0.0352,0.0293,0.0289,0.0193,0.0047 -2031,16,7,0,GMK,0.0322,0.0338,0.0355,0.0408,0.0393,0.0374,0.0263,0.0218,0.0073,0.0000 -2032,17,7,0,GMK,0.0341,0.0349,0.0358,0.0418,0.0377,0.0353,0.0325,0.0219,0.0145,0.0032 -2033,18,7,0,GMK,0.0448,0.0434,0.0418,0.0406,0.0383,0.0355,0.0315,0.0340,0.0277,0.0185 -2034,19,7,0,GMK,0.0463,0.0446,0.0427,0.0409,0.0386,0.0367,0.0307,0.0319,0.0240,0.0123 -2035,20,7,0,GMK,0.0388,0.0390,0.0391,0.0409,0.0394,0.0384,0.0379,0.0141,0.0418,0.0248 -2036,21,7,0,GMK,0.0398,0.0400,0.0401,0.0420,0.0404,0.0392,0.0412,0.0389,0.0199,0.0151 -2037,22,7,0,GMK,0.0382,0.0389,0.0397,0.0427,0.0416,0.0406,0.0476,0.0530,0.0516,0.0433 -2038,23,7,0,GMK,0.0503,0.0483,0.0462,0.0424,0.0416,0.0407,0.0437,0.0422,0.0409,0.0432 -2039,24,7,0,GMK,0.0384,0.0390,0.0397,0.0423,0.0411,0.0394,0.0456,0.0306,0.0327,0.0367 -2040,1,1,0,GPD,0.0392,0.0393,0.0394,0.0395,0.0391,0.0382,0.0355,0.0416,0.0438,0.0441 -2041,2,1,0,GPD,0.0396,0.0398,0.0400,0.0401,0.0410,0.0398,0.0354,0.0416,0.0437,0.0439 -2042,3,1,0,GPD,0.0403,0.0403,0.0403,0.0403,0.0411,0.0396,0.0361,0.0416,0.0436,0.0438 -2043,4,1,0,GPD,0.0386,0.0384,0.0381,0.0401,0.0410,0.0403,0.0379,0.0426,0.0446,0.0448 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-2539,20,7,0,GHD,0.0422,0.0425,0.0427,0.0414,0.0427,0.0438,0.0408,0.0408,0.0388,0.0365 -2540,21,7,0,GHD,0.0436,0.0436,0.0435,0.0407,0.0415,0.0419,0.0411,0.0440,0.0428,0.0416 -2541,22,7,0,GHD,0.0397,0.0399,0.0400,0.0368,0.0364,0.0394,0.0369,0.0371,0.0372,0.0362 -2542,23,7,0,GHD,0.0391,0.0388,0.0383,0.0334,0.0349,0.0336,0.0311,0.0315,0.0314,0.0306 -2543,24,7,0,GHD,0.0360,0.0364,0.0365,0.0333,0.0329,0.0321,0.0290,0.0285,0.0293,0.0294 diff --git a/demand_generator/bdew_data/shlp_sigmoid_factors.csv b/demand_generator/bdew_data/shlp_sigmoid_factors.csv deleted file mode 100644 index 8acbc8d13f09eb6ec9ebb5e71c3b785d59231ab9..0000000000000000000000000000000000000000 --- a/demand_generator/bdew_data/shlp_sigmoid_factors.csv +++ /dev/null @@ -1,69 +0,0 @@ -,parameter_a,parameter_b,parameter_c,parameter_d,building_class,shlp_type,wind_impact -0,3.2279446000,-37.4214800000,6.2222288000,0.0828441000,1,EFH,1 -1,3.2107659000,-37.4178801000,6.2024000000,0.0865217000,2,EFH,1 -2,3.1935978000,-37.4142478000,6.1824021000,0.0901957000,3,EFH,1 -3,3.1764404000,-37.4105832000,6.1622336000,0.0938662000,4,EFH,1 -4,3.1592940000,-37.4068860000,6.1418926000,0.0975329000,5,EFH,1 -5,3.1421588000,-37.4031563000,6.1213773000,0.1011959000,6,EFH,1 -6,3.1250349000,-37.3993941000,6.1006859000,0.1048550000,7,EFH,1 -7,3.1079226000,-37.3955994000,6.0798166000,0.1085103000,8,EFH,1 -8,3.0908222000,-37.3917722000,6.0587677000,0.1121617000,9,EFH,1 -9,3.0737337000,-37.3879125000,6.0375374000,0.1158091000,10,EFH,1 -10,3.1850191000,-37.4124155000,6.1723179000,0.0920309000,11,EFH,1 -11,3.0890721000,-37.1849497000,5.7137959000,0.1071295000,1,EFH,0 -12,3.0722215000,-37.1842844000,5.6975234000,0.1108074000,2,EFH,0 -13,3.0553842000,-37.1836374000,5.6810825000,0.1144800000,3,EFH,0 -14,3.0385547000,-37.1829908000,5.6644869000,0.1181514000,4,EFH,0 -15,3.0217399000,-37.1823600000,5.6477170000,0.1218169000,5,EFH,0 -16,3.0049303000,-37.1817595000,5.6308191000,0.1254825000,6,EFH,0 -17,2.9881355000,-37.1811865000,5.6137482000,0.1291431000,7,EFH,0 -18,2.9713479000,-37.1806299000,5.5965242000,0.1328015000,8,EFH,0 -19,2.9545709000,-37.1800956000,5.5791367000,0.1364576000,9,EFH,0 -20,2.9378047000,-37.1795853000,5.5615838000,0.1401107000,10,EFH,0 -21,3.0469695000,-37.1833141000,5.6727847000,0.1163157000,11,EFH,0 -22,2.5736652000,-35.0169442000,6.1318140000,0.0996851000,1,MFH,1 -23,2.5516882000,-35.0234219000,6.1680699000,0.1087080000,2,MFH,1 -24,2.5297380000,-35.0300145000,6.2051109000,0.1177216000,3,MFH,1 -25,2.5078170000,-35.0367363000,6.2430159000,0.1267238000,4,MFH,1 -26,2.4859161000,-35.0435978000,6.2818214000,0.1357193000,5,MFH,1 -27,2.4640414000,-35.0505874000,6.3215140000,0.1447056000,6,MFH,1 -28,2.4421941000,-35.0577078000,6.3621285000,0.1536820000,7,MFH,1 -29,2.4203748000,-35.0649619000,6.4036973000,0.1626484000,8,MFH,1 -30,2.3985840000,-35.0723524000,6.4462530000,0.1716044000,9,MFH,1 -31,2.3768224000,-35.0798821000,6.4898289000,0.1805499000,10,MFH,1 -32,2.5187775000,-35.0333754000,6.2240634000,0.1222227000,11,MFH,1 -33,2.4428072000,-34.7321438000,5.7347347000,0.1236492000,1,MFH,0 -34,2.4207684000,-34.7277917000,5.7668252000,0.1326318000,2,MFH,0 -35,2.3987552000,-34.7234878000,5.7996446000,0.1416084000,3,MFH,0 -36,2.3767684000,-34.7192333000,5.8332162000,0.1505787000,4,MFH,0 -37,2.3548083000,-34.7150299000,5.8675639000,0.1595427000,5,MFH,0 -38,2.3328756000,-34.7108776000,5.9027152000,0.1685000000,6,MFH,0 -39,2.3109709000,-34.7067802000,5.9386943000,0.1774504000,7,MFH,0 -40,2.2890947000,-34.7027395000,5.9755295000,0.1863939000,8,MFH,0 -41,2.2672475000,-34.6987574000,6.0132489000,0.1953302000,9,MFH,0 -42,2.2454319000,-34.6948549000,6.0518709000,0.2042586000,10,MFH,0 -43,2.3877618000,-34.7213605000,5.8164304000,0.1460936000,11,MFH,0 -44,3.1177248000,-35.8715062000,7.5186829000,0.0343301000,0,GMK,1 -45,2.7882424000,-34.8806130000,6.5951899000,0.0540329000,0,GMK,0 -46,3.8500000000,-37.0000000000,10.2405021000,0.0469243000,0,GPD,1 -47,2.5784173000,-34.7321261000,6.4805035000,0.1407729000,0,GPD,0 -48,4.0196902000,-37.8282037000,8.1593369000,0.0472845000,0,GHA,1 -49,3.5811214000,-36.9650065000,7.2256947000,0.0448416000,0,GHA,0 -50,3.7500000000,-37.5000000000,6.8000000000,0.0609113000,0,GBD,1 -51,2.9177027000,-36.1794117000,5.9265162000,0.1151912000,0,GBD,0 -52,3.4428943000,-36.6590504000,7.6083226000,0.0746850000,0,GKO,1 -53,2.7172288000,-35.1412563000,7.1303395000,0.1418472000,0,GKO,0 -54,2.4595181000,-35.2532123000,6.0587001000,0.1647370000,0,GBH,1 -55,2.0102472000,-35.2532123000,6.1544406000,0.3294741000,0,GBH,0 -56,2.8195656000,-36.0000000000,7.7368518000,0.1572810000,0,GGA,1 -57,2.2850165000,-36.2878584000,6.5885126000,0.3150535000,0,GGA,0 -58,0.9315889000,-33.3500000000,5.7212303000,0.6656494000,0,GBA,1 -59,0.6522601000,-37.1729781000,5.5973647000,0.8220629000,0,GBA,0 -60,1.0535875000,-35.3000000000,4.8662747000,0.6811042000,0,GWA,1 -61,0.7657290000,-36.0237911000,4.8662747000,0.8049425000,0,GWA,0 -62,3.6017736000,-37.8825368000,6.9836070000,0.0548262000,0,GGB,1 -63,3.3904645000,-39.2875216000,4.4905740000,0.0834783000,0,GGB,0 -64,2.5187775000,-35.0333754000,6.2240634000,0.0977782000,0,GMF,1 -65,2.3877618000,-34.7213605000,5.8164304000,0.1168748000,0,GMF,0 -66,2.5792510140,-35.6816144000,6.6857976120,0.1995540990,0,GHD,1 -67,3.0084345560,-36.6078452700,7.3211869530,0.1549660310,0,GHD,0 diff --git a/demand_generator/bdew_data/shlp_weekday_factors.csv b/demand_generator/bdew_data/shlp_weekday_factors.csv deleted file mode 100644 index c3cbd9df8b5533ae437a9881361820d5308cd4cd..0000000000000000000000000000000000000000 --- a/demand_generator/bdew_data/shlp_weekday_factors.csv +++ /dev/null @@ -1,99 +0,0 @@ -,shlp_type,wochentagsfaktor -0,EFH,1.000 -1,EFH,1.000 -2,EFH,1.000 -3,EFH,1.000 -4,EFH,1.000 -5,EFH,1.000 -6,EFH,1.000 -7,MFH,1.000 -8,MFH,1.000 -9,MFH,1.000 -10,MFH,1.000 -11,MFH,1.000 -12,MFH,1.000 -13,MFH,1.000 -14,GMK,1.070 -15,GMK,1.037 -16,GMK,0.993 -17,GMK,0.995 -18,GMK,1.066 -19,GMK,0.936 -20,GMK,0.903 -21,GPD,1.021 -22,GPD,1.087 -23,GPD,1.072 -24,GPD,1.056 -25,GPD,1.012 -26,GPD,0.900 -27,GPD,0.851 -28,GHA,1.036 -29,GHA,1.023 -30,GHA,1.025 -31,GHA,1.030 -32,GHA,1.025 -33,GHA,0.967 -34,GHA,0.893 -35,GBD,1.105 -36,GBD,1.086 -37,GBD,1.038 -38,GBD,1.062 -39,GBD,1.027 -40,GBD,0.763 -41,GBD,0.898 -42,GKO,1.035 -43,GKO,1.052 -44,GKO,1.045 -45,GKO,1.049 -46,GKO,0.988 -47,GKO,0.886 -48,GKO,0.944 -49,GBH,0.977 -50,GBH,1.039 -51,GBH,1.003 -52,GBH,1.016 -53,GBH,1.002 -54,GBH,1.004 -55,GBH,0.958 -56,GGA,0.932 -57,GGA,0.989 -58,GGA,1.003 -59,GGA,1.011 -60,GGA,1.018 -61,GGA,1.036 -62,GGA,1.009 -63,GBA,1.085 -64,GBA,1.121 -65,GBA,1.077 -66,GBA,1.135 -67,GBA,1.140 -68,GBA,0.485 -69,GBA,0.958 -70,GWA,1.246 -71,GWA,1.261 -72,GWA,1.271 -73,GWA,1.243 -74,GWA,1.128 -75,GWA,0.388 -76,GWA,0.462 -77,GGB,0.990 -78,GGB,0.963 -79,GGB,1.051 -80,GGB,1.055 -81,GGB,1.030 -82,GGB,0.977 -83,GGB,0.936 -84,GMF,1.035 -85,GMF,1.052 -86,GMF,1.045 -87,GMF,1.049 -88,GMF,0.988 -89,GMF,0.886 -90,GMF,0.944 -91,GHD,1.030 -92,GHD,1.030 -93,GHD,1.020 -94,GHD,1.030 -95,GHD,1.010 -96,GHD,0.930 -97,GHD,0.940 diff --git a/demand_generator/bdew_data/smooth.pkl b/demand_generator/bdew_data/smooth.pkl deleted file mode 100644 index 489a50da3f7bb774fbd68e459150112959386aa6..0000000000000000000000000000000000000000 Binary files a/demand_generator/bdew_data/smooth.pkl and /dev/null differ diff --git a/demand_generator/electrical_demand/ElectricalDemand.py b/demand_generator/electrical_demand/ElectricalDemand.py deleted file mode 100644 index 4a5ea5d5e203e5b1f6d216f41db11ec99a6db3dc..0000000000000000000000000000000000000000 --- a/demand_generator/electrical_demand/ElectricalDemand.py +++ /dev/null @@ -1,201 +0,0 @@ -""" -MIT License - -Copyright (c) 2023 RWTH Aachen University - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. -""" -# Based on demandlib by oemof and Repraesentative Lastprofile (VDEW 1999) -# Smoothing factors pkl for household demand calculated with formula from VDEW 1999 -# Formula adjusted for accuracy by oemof: https://github.com/oemof/demandlib/blob/master/demandlib/bdew.py - -import calendar -import datetime -import numpy as np -import os -import pandas as pd - - -def add_weekdays2df(time_df, holidays=None, holiday_is_sunday=False): - r"""Giving back a DataFrame containing weekdays and optionally holidays for - the given year. - Parameters - ---------- - time_df : pandas DataFrame - DataFrame to which the weekdays should be added - Optional Parameters - ------------------- - holidays : array with information for every hour of the year, if holiday or - not (0: holiday, 1: no holiday) - holiday_is_sunday : boolean - If set to True, all holidays (0) will be set to sundays (7). - Returns - ------- - pandas.DataFrame : DataFrame with weekdays - Notes - ----- - Using Pandas > 0.16 - """ - time_df['weekday'] = time_df.index.weekday + 1 - time_df['date'] = time_df.index.date - - # Set weekday to Holiday (0) for all holidays - if holidays is not None: - if isinstance(holidays, dict): - holidays = list(holidays.keys()) - time_df['weekday'].mask(pd.to_datetime(time_df['date']).isin( - pd.to_datetime(holidays)), 0, True) - - if holiday_is_sunday: - time_df.weekday.mask(time_df.weekday == 0, 7, True) - - return time_df - - -class ElectricalDemand: - """Generate electrical standardized load profiles based on the BDEW method. - Attributes - ---------- - datapath : string - Path to the csv files containing the load profile data. - date_time_index : pandas.DateTimeIndex - Time range for and frequency for the profile. - Parameters - ---------- - year : integer - Year of the demand series. - Optional Parameters - ------------------- - seasons : dictionary - Describing the time ranges for summer, winter and transition periods. - holidays : dictionary or list - The keys of the dictionary or the items of the list should be datetime - objects of the days that are holidays. - """ - - def __init__(self, year, seasons=None, holidays=None): - if calendar.isleap(year): - hoy = 8784 - else: - hoy = 8760 - file_dir = os.path.dirname(os.path.abspath(__file__)) - for j in range(1): - file_dir = os.path.dirname(file_dir) - self.datapath = os.path.join(file_dir, 'bdew_data') - self.date_time_index = pd.date_range( - datetime.datetime(year, 1, 1, 0), periods=hoy * 4, freq='15Min') - if seasons is None: - self.seasons = { - 'summer1': [5, 15, 9, 14], # summer: 15.05. to 14.09 - 'transition1': [3, 21, 5, 14], # transition1 :21.03. to 14.05 - 'transition2': [9, 15, 10, 31], # transition2 :15.09. to 31.10 - 'winter1': [1, 1, 3, 20], # winter1: 01.01. to 20.03 - 'winter2': [11, 1, 12, 31], # winter2: 01.11. to 31.12 - } - else: - self.seasons = seasons - self.year = year - self.slp_frame = self.all_load_profiles(self.date_time_index, - holidays=holidays) - - def all_load_profiles(self, time_df, holidays=None): - slp_types = ['h0', 'g0', 'g1', 'g2', 'g3', 'g4', 'g5', 'g6', 'l0', - 'l1', 'l2'] - new_df = self.create_bdew_load_profiles(time_df, slp_types, - holidays=holidays) - - new_df.drop(['hour', 'weekday'], 1, inplace=True) - return new_df - - def create_bdew_load_profiles(self, dt_index, slp_types, holidays=None): - """Calculates the hourly electricity load profile in MWh/h of a region. - """ - - # define file path of slp csv data - file_path = os.path.join(self.datapath, 'selp_series.csv') - - # Read standard load profile series from csv file - selp_series = pd.read_csv(file_path) - tmp_df = selp_series - # Create an index to merge. The year and month will be ignored only the - # time index is necessary. - index = pd.date_range( - datetime.datetime(2007, 1, 1, 0), periods=2016, freq='15Min') - tmp_df.set_index(index, inplace=True) - - # Create empty DataFrame to take the results. - new_df = pd.DataFrame(index=dt_index, columns=slp_types).fillna(0) - new_df = add_weekdays2df(new_df, holidays=holidays, - holiday_is_sunday=True) - - new_df['hour'] = dt_index.hour + 1 - new_df['minute'] = dt_index.minute - time_df = new_df[['date', 'hour', 'minute', 'weekday']].copy() - tmp_df[slp_types] = tmp_df[slp_types].astype(float) - - # Inner join the slps on the time_df to the slp's for a whole year - tmp_df['hour_of_day'] = tmp_df.index.hour + 1 - tmp_df['minute_of_hour'] = tmp_df.index.minute - left_cols = ['hour_of_day', 'minute_of_hour', 'weekday'] - right_cols = ['hour', 'minute', 'weekday'] - tmp_df = tmp_df.reset_index() - tmp_df.pop('index') - - for p in self.seasons.keys(): - a = datetime.datetime(self.year, self.seasons[p][0], - self.seasons[p][1], 0, 0) - b = datetime.datetime(self.year, self.seasons[p][2], - self.seasons[p][3], 23, 59) - - new_df.update(pd.DataFrame.merge( - tmp_df[tmp_df['period'] == p[:-1]], time_df[a:b], - left_on=left_cols, right_on=right_cols, how='inner').sort_values( - by=["date", "weekday", "hour", "minute"]).set_index( - time_df[a:b].index).drop( - ['hour_of_day'], 1)) - - new_df.drop('date', axis=1, inplace=True) - return new_df.div(new_df.sum(axis=0), axis=1) - - def get_profile(self, ann_demand, slp_type, - dyn_function_h0: bool = True): - """ Get the profiles for the given annual demand - Parameters - ---------- - :param ann_demand : number - annual demand for the prosumer - :param dyn_function_h0: bool, default True - Uses the dynamization function of the BDEW to smoothen the - seasonal edges. Functions resolution is daily. - f(x) = -3.916649251 * 10^-10 * x^4 + 3,2 * 10^-7 * x³ - 7,02 - * 10^-5 * x²+0,0021 * x +1,24 - Adjustment of accuracy: from -3,92 to -3.916649251 - Returns - ------- - pandas.Series : Selected profile in time steps of 15 minutes - :param slp_type: Indicates consumer type - """ - if dyn_function_h0: - quartersinyear = len(self.slp_frame) - # vectorization of the smoothing proposed by oemof in order to save computation time (the dynamization - # function presented above was resolved outside of the project since it is not dependant on any parameters) - self.slp_frame['h0'] = \ - np.multiply(np.array(self.slp_frame['h0']), - np.array(pd.read_pickle(os.path.join(self.datapath, 'smooth.pkl'))[:quartersinyear])) - return self.slp_frame[slp_type]*ann_demand*4 diff --git a/demand_generator/electrical_demand/__init__.py b/demand_generator/electrical_demand/__init__.py deleted file mode 100644 index f13315f0c2467f1b6e1ef98191125ad12c99714b..0000000000000000000000000000000000000000 --- a/demand_generator/electrical_demand/__init__.py +++ /dev/null @@ -1 +0,0 @@ -from .ElectricalDemand import ElectricalDemand diff --git a/demand_generator/tek_data/DHW_profile.xlsx b/demand_generator/tek_data/DHW_profile.xlsx deleted file mode 100644 index 2ac34f53785b47511fd18be55016d3fa31eb5a43..0000000000000000000000000000000000000000 Binary files a/demand_generator/tek_data/DHW_profile.xlsx and /dev/null differ diff --git a/demand_generator/tek_data/GHD_Zonierung.xlsx b/demand_generator/tek_data/GHD_Zonierung.xlsx deleted file mode 100644 index 8277d2d07ae6deb550e43224a9cada936f4aa3fa..0000000000000000000000000000000000000000 Binary files a/demand_generator/tek_data/GHD_Zonierung.xlsx and /dev/null differ diff --git a/demand_generator/tek_data/GHD_profile.xlsx b/demand_generator/tek_data/GHD_profile.xlsx deleted file mode 100644 index 374862d905f41ec7949db65776a707a36b13b72a..0000000000000000000000000000000000000000 Binary files a/demand_generator/tek_data/GHD_profile.xlsx and /dev/null differ diff --git "a/demand_generator/tek_data/IWU_Standardzonierungen f\303\274r die Hauptkategorien von NWG in Anlehnung an BWZK_v02.xlsx" "b/demand_generator/tek_data/IWU_Standardzonierungen f\303\274r die Hauptkategorien von NWG in Anlehnung an BWZK_v02.xlsx" deleted file mode 100644 index ac7466897f52f1a9df7cad54bd8c84264f6f5c59..0000000000000000000000000000000000000000 Binary files "a/demand_generator/tek_data/IWU_Standardzonierungen f\303\274r die Hauptkategorien von NWG in Anlehnung an BWZK_v02.xlsx" and /dev/null differ diff --git a/demand_generator/tek_data/TABULA_data.xlsx b/demand_generator/tek_data/TABULA_data.xlsx deleted file mode 100644 index 4c8fff27b0d64059cb14e4eeea539b84ed147519..0000000000000000000000000000000000000000 Binary files a/demand_generator/tek_data/TABULA_data.xlsx and /dev/null differ diff --git a/demand_generator/tek_data/TEK_Teilenergiekennwerte.xlsx b/demand_generator/tek_data/TEK_Teilenergiekennwerte.xlsx deleted file mode 100644 index 00ea4697711a73b995ea2ed6624ef043474f4f57..0000000000000000000000000000000000000000 Binary files a/demand_generator/tek_data/TEK_Teilenergiekennwerte.xlsx and /dev/null differ diff --git a/demand_generator/tek_data/gen_heat_profile.py b/demand_generator/tek_data/gen_heat_profile.py deleted file mode 100644 index fac80db9718ba28b59424337e155774e12242c65..0000000000000000000000000000000000000000 --- a/demand_generator/tek_data/gen_heat_profile.py +++ /dev/null @@ -1,426 +0,0 @@ -""" -MIT License - -Copyright (c) 2023 RWTH Aachen University - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. -""" -""" -This tool use the TEK project of IWU to calculate the annual energy demand of -the building and use the degree day method to generate the demand profile. -""" - -import os -import datetime -from warnings import warn -import pandas as pd -import numpy as np -import matplotlib.pyplot as plt - -# ============================================================================== -# Non-residential Building List -# ============================================================================== - -building_typ_list = ["Verwaltungsgebäude", - "Büro und Dienstleistungsgebäude", - "Hochschule und Forschung", - "Gesundheitswesen", - "Bildungseinrichtungen", - "Kultureinrichtungen", - "Sporteinrichtungen", - "Beherbergen und Verpflegen", - "Gewerbliche und industrielle", - "Verkaufsstätten", - "Technikgebäude", - "Wohngebäude", - "Wohngebäude (MFH)"] -energy_typ_list = ["sehr hoch", "hoch", "mittel", "gering", "sehr gering"] - -# ============================================================================== -# Path for inputs and outputs -# ============================================================================== - -# Automatic Data Imports -base_path = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) -input_profile_path = os.path.join(base_path, "tek_data", "GHD_profile.xlsx") -input_dhw_path = os.path.join(base_path, "tek_data", "DHW_profile.xlsx") -input_energy_path = os.path.join(base_path, "tek_data", - "TEK_Teilenergiekennwerte.xlsx") -input_zone_path = os.path.join(base_path, "tek_data", "GHD_Zonierung.xlsx") -input_tabula_path = os.path.join(base_path, "tek_data", "TABULA_data.xlsx") -output_path = os.path.join(base_path, "data", "tek_data", "output_heat_profile") - - -def gen_heat_profile(building_typ, - area, - temperature_profile, - year=2021, - energy_typ="mittel", - plot=False, - save_plot=False): - """ - total_degree_day: K*h - annual_value: kW*h, jährlicher Gesamt Heizwärmebedarf - Using degree day method to calculate the heat profil, the set temperature depending - on room type and heating start at the temperature of 15 degree. - :return: - """ - # Analysis thermal zones in building - new_zone_df = analysis_bld_zone(building_typ, area) - - # Calculate demand in each zone and degree day method - demand_df = pd.read_excel(input_energy_path, sheet_name=energy_typ) - profile_df = pd.read_excel(input_profile_path, sheet_name='DIN V 18599') - total_heat_profile = [] - total_heat_demand = 0 - for row in range(len(new_zone_df)): - zone = new_zone_df.loc[row, 'DIN_Zone'] # Zone name in DIN - hour_status = op_time_status(year, zone) - zone_area = new_zone_df.loc[row, 'new_area'] - zone_heat_demand = calc_zone_demand(demand_df, 'heat', zone, zone_area) - zone_heat_profile = degree_day(zone, zone_heat_demand, profile_df, - temperature_profile, hour_status) - total_heat_profile = np.sum([total_heat_profile, zone_heat_profile], - axis=0) - total_heat_demand += zone_heat_demand - - if plot: - plot_profile(total_heat_profile, save_plot) - - return total_heat_profile - - -def gen_hot_water_profile(building_typ, area, year=2021, energy_typ="mittel"): - # new_zone_df = analysis_bld_zone(building_typ, area) - # for row in range(len(new_zone_df)): - # zone = new_zone_df.loc[row, 'DIN_Zone'] - - bld_hot_water_demand = calc_bld_demand(building_typ, area, 'hot_water', - energy_typ) - if building_typ == "Wohngebäude" or building_typ == "Wohngebäude (MFH)": - hot_water_heating_demand_df = pd.read_excel(input_dhw_path, - sheet_name='DHW', - header=None, - usecols=[1], - skiprows=1) - hot_water_heating_demand_df.columns = ['Wärmebedarf für ' - 'Trinkwassererwärmung (kWh)'] - # The data is for 300 liter hot water demand and 60 grade Celsius supply - # hot water with 12 grade Celsius inlet water. - hot_water_heating_demand_df['Aktueller Wärmebedarf für ' \ - 'Trinkwassererwärmung (kWh)'] = \ - hot_water_heating_demand_df['Wärmebedarf für ' \ - 'Trinkwassererwärmung (kWh)'].map( - lambda x: x / (4180 * 300 * (60 - 12) / 3600 / 1000 * 365) * - bld_hot_water_demand) - - hot_water_heating_demand_array = np.array( - hot_water_heating_demand_df['Aktueller Wärmebedarf für ' - 'Trinkwassererwärmung (kWh)']) - - elif building_typ in building_typ_list and building_typ != "Wohngebäude" \ - or building_typ != "Wohngebäude (MFH)": - bld_occupancy = calc_bld_occupancy(building_typ, area, year) - hot_water_heating_demand_array = bld_hot_water_demand / sum( - bld_occupancy) * np.array(bld_occupancy) - # print(hot_water_heating_demand_array) - - return hot_water_heating_demand_array - - -def op_time_status(year, zone): - """ - Calculate the operating time for whole year. The weekend and work time - could be considered in this function. For different thermal zone the - operating time also varies according to DIN V 18599. - Args: - year: int, target year - zone: str, the name should be same as in the standard DIN V 18599 - Returns: - List of status for each hour in whole year - """ - weekday_list = find_weekday(year) - profile_df = pd.read_excel(input_profile_path, sheet_name='DIN V 18599') - start_time = profile_df.loc[profile_df['Raumtyp'] == zone][ - 'Nutzungszeit_von'].values[0] - end_time = profile_df.loc[profile_df['Raumtyp'] == zone][ - 'Nutzungzeit_bis'].values[0] - if end_time == 0: - end_time = 24 # 24:00 is 0:00 - - status_list = [] - if profile_df.loc[profile_df['Raumtyp'] == zone]['Nutzungstage'].values[ - 0] in [150, 200, 230, 250]: - # The zone are only used in weekday. Zone such as audience hall - # with 150 operating days and Zone auch as fabric with 230 operating - # days are also considered as the other working zone. - day = 0 - while day < 365: - day_status = [0] * 24 - if weekday_list[day] in [0, 1, 2, 3, 4]: - day_status[start_time:end_time] = [1] * (end_time - start_time) - status_list += day_status - day += 1 - elif profile_df.loc[profile_df['Raumtyp'] == zone]['Nutzungstage'].values[ - 0] == 300: - # The zone which are only used in weekday and Saturday, like restaurant - day = 0 - while day < 365: - day_status = [0] * 24 - if weekday_list[day] in [0, 1, 2, 3, 4, 5]: - day_status[start_time:end_time] = [1] * (end_time - start_time) - status_list += day_status - day += 1 - elif profile_df.loc[profile_df['Raumtyp'] == zone]['Nutzungstage'].values[ - 0] == 365: - # The zone are used everyday, such as bedroom - day = 0 - while day < 365: - day_status = [0] * 24 - day_status[start_time:end_time] = [1] * (end_time - start_time) - status_list += day_status - day += 1 - else: - # The zone such as hall are not considered - warn('The operating days of zone' + zone + 'does not match the DIN V ' - '18599') - - return status_list - - -def find_weekday(year): - """ - Create a list of weekdays throughout the year. The holidays are not - considered in the function. - Leap years are also considered to have only 365 days to reduce the work. - Args: - year: int, target year - Returns: - list, status for whole year - """ - # weekday() == 4 means Friday, the value could be from 0 to 6 - day = datetime.date(year, 1, 1).weekday() - weekday_list = [] - - i = 0 - while i < 365: - weekday_list.append(day) - day = (day + 1) % 7 - i += 1 - - return weekday_list - - -def analysis_bld_zone(building_typ, area): - """Analysis the thermal zones in building, the zone, which is smaller - than the min_zone_area should be ignored. The min_zone_area is hard coded - with 2 m², which could be fixed later or not :)""" - zone_df = pd.read_excel(input_zone_path, sheet_name=building_typ, - header=None, usecols=range(5), skiprows=2) - zone_df.columns = ['Nr', 'Zone', 'Percentage', 'kum_per', 'DIN_Zone'] - # 1st try to calculate the area of each zone - zone_df['Area'] = zone_df['Percentage'].map(lambda x: x * area) - - # Too small zones should be delete - min_zone_area = 2 - new_zone_df = zone_df[zone_df['Area'] > min_zone_area] - - # Recalculate percentage - sum_per = new_zone_df['Percentage'].sum() - pd.options.mode.chained_assignment = None - new_zone_df['new_per'] = new_zone_df['Percentage'].map( - lambda x: x / sum_per) - new_zone_df['new_area'] = new_zone_df['Area'].map(lambda x: x / sum_per) - - return new_zone_df - - -def calc_bld_demand(building_typ, area, energy_commodity, energy_typ='mittel'): - """Calculate the total demand of the building by adding up the demand of - all thermal zones. - energy_commodity: the energy carrier, could be 'heat', 'cool', 'hot_water', - 'elec', the name is defined in method calc_zone_demand. - energy_typ: the building energy typ, which is define by project TEK and - describe the building energy level. It could be the items in energy_typ_list - """ - # Analysis thermal zones in building - new_zone_df = analysis_bld_zone(building_typ, area) - - bld_demand = 0 - demand_df = pd.read_excel(input_energy_path, sheet_name=energy_typ) - for row in range(len(new_zone_df)): - zone = new_zone_df.loc[row, 'DIN_Zone'] - zone_area = new_zone_df.loc[row, 'new_area'] - zone_demand = calc_zone_demand(demand_df, energy_commodity, zone, - zone_area) - bld_demand += zone_demand - - return bld_demand - - -def calc_zone_demand(demand_df, demand_typ, zone_typ, zone_area): - """Calculate the annual total heat demand for each thermal zone""" - total_demand = 0 # Unit kWh - - column_name = '' - column_name_light = 'Beleuchtung' - column_name_other = 'Arbeitshilfen' - if demand_typ == 'heat': - column_name = 'Heizung' - elif demand_typ == 'cool': - column_name = 'Kühlkälte' - elif demand_typ == 'hot_water': - column_name = 'Warmwasser' - elif demand_typ == 'elec': - pass - else: - warn('The demand typ is not allowed!') - - if demand_typ == 'elec': - zone_demand = demand_df[demand_df['Standard-Nutzungseinheiten'] == - zone_typ][column_name_light].values[0] + \ - demand_df[demand_df['Standard-Nutzungseinheiten'] == - zone_typ][column_name_other].values[0] - else: - zone_demand = demand_df[demand_df['Standard-Nutzungseinheiten'] == - zone_typ][column_name].values[0] - total_demand += zone_demand * zone_area - - return total_demand - - -def calc_bld_occupancy(building_typ, - area, - year): - """According to standard SIA2024, the occupancy for each hour are given - for each thermal zone""" - din_table = pd.read_excel(input_profile_path, sheet_name='DIN V 18599') - sia_table = pd.read_excel(input_profile_path, sheet_name='SIA2024') - bld_occupancy = [0] * 8760 - - new_zone_df = analysis_bld_zone(building_typ, area) - # print(new_zone_df) - - for row in range(len(new_zone_df)): - din_zone = new_zone_df.loc[row, 'DIN_Zone'] - sia_zone = din_table.loc[ - din_table['Raumtyp'] == din_zone, 'Raumtyp_SIA'].values[0] - hour_status = op_time_status(year, din_zone) - # print(sia_zone) - zone_area = new_zone_df.loc[row, 'new_area'] - sia_pers = sia_table.loc[ - sia_table['Raumtyp'] == sia_zone, 'Personenfläche'].values[0] - # print(sia_pers) - sia_pers_profile = sia_table.loc[ - sia_table['Raumtyp'] == sia_zone, 'Personenbelegung'].values[0] - sia_pers_profile = sia_pers_profile.split(', ') - sia_pers_profile = list(map(float, sia_pers_profile)) - # print(sia_pers_profile) - if not np.isnan(sia_pers): - zone_pers = zone_area / sia_pers - # print(zone_pers) - zone_pers_profile = zone_pers * np.array(sia_pers_profile) - zone_occupancy = [0] * 8760 - - for day in range(365): - for hour in range(24): - if hour_status[day*24+hour] == 1: - zone_occupancy[day*24+hour] = zone_pers_profile[hour] - # print(zone_pers_profile) - bld_occupancy += np.array(zone_occupancy) - # print(bld_occupancy) - return bld_occupancy - - -def degree_day(zone_typ, annual_value, profile_df, temperature_profile, - status_list): - heat_profile = [] - start_temp = 15 # The limit for heating on or off, could be the same as - # set temperature? 15 comes from the german - set_temp_heat = profile_df[profile_df['Raumtyp'] == zone_typ][ - 'Raum-Solltemperatur_Heizung '].values[0] - - total_degree_day = 0 - for time_step in range(8760): - if temperature_profile[time_step] < start_temp and \ - status_list[time_step] == 1 and \ - temperature_profile[time_step] < set_temp_heat: - total_degree_day += (set_temp_heat - temperature_profile[ - time_step]) - - for time_step in range(8760): - if temperature_profile[time_step] < start_temp and \ - status_list[time_step] == 1 and \ - temperature_profile[time_step] < set_temp_heat: - heat_profile.append( - (set_temp_heat - temperature_profile[time_step]) / - total_degree_day * annual_value) - else: - heat_profile.append(0) - - return heat_profile - - -def plot_profile(heat_profile, save_plot=False): - plt.figure() - plt.plot(heat_profile) - plt.ylabel('Heat Profile') - plt.xlabel('Hours [h]') - plt.ylim(ymin=0) - plt.xlim(xmin=0) - plt.grid() - if save_plot: - plt.savefig(os.path.join(output_path, 'heat_profile_figure.jpg')) - plt.show() - - -def calc_residential_demand(bld_type, bld_year, bld_area, - method='TABULA Berechnungsverfahren / korrigiert ' - 'auf Niveau von Verbrauchswerten', - scenario='Ist-Zustand'): - """According to the IWU TABULA calculate the space heating demand and hot - water demand. The details of the method could be found in the project - report 'DE_TABULA_TypologyBrochure_IWU.pdf' - bld_type: building type, could be 'SFH', 'MFH', 'TH', 'AB' - bld_year: building construction year, used to find the building class - bld_area: area of the building - """ - tabula_df = pd.read_excel(input_tabula_path) - bld = tabula_df[(tabula_df['Gebäudetyp'] == bld_type) & - (tabula_df['Baualtersklasse_von'] < bld_year) & - (tabula_df['Baualtersklasse_bis'] >= bld_year) & - (tabula_df['Berechnungsverfahren'] == method) & - (tabula_df['Szenario'] == scenario)] - - heating_demand = bld['Heizung (Wärmeerzeugung)'].values[0] * bld_area - hot_water_demand = bld['Warmwasser (Wärmeerzeugung)'].values[0] * bld_area - - return heating_demand, hot_water_demand - - -if __name__ == "__main__": - input_temp_path = os.path.join(base_path, 'tek_data', 'temperature.csv') - temperature = pd.read_csv(input_temp_path)['temperature'].values - # gen_heat_profile("Wohngebäude", 300, temperature, plot=True) - # print('Space heating demand profile:') - # print(gen_heat_profile("Wohngebäude (MFH)", 300, temperature)) - print('Hot water demand profile:') - print(gen_hot_water_profile("Verwaltungsgebäude", 300)) - - # calc_bld_occupancy("Verwaltungsgebäude", 300, year=2021) diff --git a/demand_generator/tek_data/temperature.csv b/demand_generator/tek_data/temperature.csv deleted file mode 100644 index df17ec0bd6c7a4ceb496df8c4c3fd91da8d88fe3..0000000000000000000000000000000000000000 --- a/demand_generator/tek_data/temperature.csv +++ /dev/null @@ -1,8761 +0,0 @@ -timestep,temperature -1,-0.2 -2,-0.1 -3,0.1 -4,-0.1 -5,-0.1 -6,-0.1 -7,0.1 -8,0.4 -9,0.8 -10,1.3 -11,1.4 -12,2 -13,2.6 -14,2.5 -15,2.4 -16,2.4 -17,2.4 -18,2.5 -19,2.4 -20,2.6 -21,2.5 -22,2.6 -23,3.2 -24,3.4 -25,3.7 -26,3.7 -27,3.8 -28,4 -29,4.1 -30,4.5 -31,4.6 -32,4.5 -33,4.4 -34,3.7 -35,4.4 -36,4.2 -37,3.7 -38,3.8 -39,3.5 -40,2.3 -41,0.9 -42,-0.2 -43,-0.8 -44,-1.2 -45,-1.7 -46,-2.2 -47,-2.5 -48,-2.8 -49,-3.2 -50,-3.4 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374862d905f41ec7949db65776a707a36b13b72a..0000000000000000000000000000000000000000 Binary files a/demand_generator/thermal_demand/SIA2024/GHD_profile.xlsx and /dev/null differ diff --git "a/demand_generator/thermal_demand/SIA2024/IWU_Standardzonierungen f\303\274r die Hauptkategorien von NWG in Anlehnung an BWZK_v02.xlsx" "b/demand_generator/thermal_demand/SIA2024/IWU_Standardzonierungen f\303\274r die Hauptkategorien von NWG in Anlehnung an BWZK_v02.xlsx" deleted file mode 100644 index ac7466897f52f1a9df7cad54bd8c84264f6f5c59..0000000000000000000000000000000000000000 Binary files "a/demand_generator/thermal_demand/SIA2024/IWU_Standardzonierungen f\303\274r die Hauptkategorien von NWG in Anlehnung an BWZK_v02.xlsx" and /dev/null differ diff --git a/demand_generator/thermal_demand/SIA2024/TEK_Teilenergiekennwerte.xlsx b/demand_generator/thermal_demand/SIA2024/TEK_Teilenergiekennwerte.xlsx deleted file mode 100644 index 00ea4697711a73b995ea2ed6624ef043474f4f57..0000000000000000000000000000000000000000 Binary files a/demand_generator/thermal_demand/SIA2024/TEK_Teilenergiekennwerte.xlsx and /dev/null differ diff --git a/demand_generator/thermal_demand/SIA2024/gen_heat_profil.py b/demand_generator/thermal_demand/SIA2024/gen_heat_profil.py deleted file mode 100644 index 0ffe2a49bb91ed7401b734ccf6f25484ff284f0d..0000000000000000000000000000000000000000 --- a/demand_generator/thermal_demand/SIA2024/gen_heat_profil.py +++ /dev/null @@ -1,188 +0,0 @@ -""" -MIT License - -Copyright (c) 2023 RWTH Aachen University - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. -""" -import os -import csv -import pandas as pd -import numpy as np -import matplotlib.pyplot as plt -import matplotlib as mpl - -# ============================================================================== -# Non-residential Building List -# ============================================================================== - -building_typ_list = ["Verwaltungsgebäude", - "Büro und Dienstleistungsgebäude", - "Hochschule und Forschung", - "Gesundheitswesen", - "Bildungseinrichtungen", - "Kultureinrichtungen", - "Sporteinrichtungen", - "Beherbergen und Verpflegen", - "Gewerbliche und industrielle", - "Verkaufsstätten", - "Technikgebäude"] -energy_typ_list = ["sehr hoch", "hoch", "mittel", "gering", "sehr gering"] - -# ============================================================================== -# Path for inputs and outputs -# ============================================================================== - -# Automatic Data Imports -base_path = os.path.dirname(os.path.abspath(__file__)) -input_profile_path = os.path.join(base_path, "GHD_profile.xlsx") -input_energy_path = os.path.join(base_path, "TEK_Teilenergiekennwerte.xlsx") -input_zone_path = os.path.join(base_path, "GHD_Zonierung.xlsx") -output_path = os.path.join(base_path, 'output_heat_profile') - -# todo: The temperature profile should be taken from prosumer later -input_temp_path = os.path.join(base_path, "temperature.csv") - - -# ============================================================================== -# Methods & Main -# ============================================================================== -def gen_heat_profile(building_typ, - energy_typ, - area, - temperature_profile, - plot=False, - save_plot=False): - """ - total_degree_day: K*h - annual_value: kW*h, jährlicher Gesamt Heizwärmebedarf - Using degree day method to calculate the heat profil, the set temperature depending - on room type and heating start at the temperature of 15 degree. - :return: - """ - # ========================================================================== - # Analysis thermal zones in building - # ========================================================================== - zone_df = pd.read_excel(input_zone_path, sheet_name=building_typ, - header=None, usecols=range(5), skiprows=2) - zone_df.columns = ['Nr', 'Zone', 'Percentage', 'kum_per', 'DIN_Zone'] - # 1st try to calculate the area of each zone - zone_df['Area'] = zone_df['Percentage'].map(lambda x: x * area) - - # Too small zones should be delete - min_zone_area = 2 - new_zone_df = zone_df[zone_df['Area'] > min_zone_area] - - # Recalculate percentage - sum_per = new_zone_df['Percentage'].sum() - pd.options.mode.chained_assignment = None - new_zone_df['new_per'] = new_zone_df['Percentage'].map( - lambda x: x / sum_per) - new_zone_df['new_area'] = new_zone_df['Area'].map(lambda x: x / sum_per) - # print(new_zone_df) - - # ========================================================================== - # Calculate demand in each zone and degree day method - # ========================================================================== - demand_df = pd.read_excel(input_energy_path, sheet_name=energy_typ) - profile_df = pd.read_excel(input_profile_path, sheet_name='DIN V 18599') - total_heat_profile = [] - # print(profile_df) - for row in range(len(new_zone_df)): - zone = new_zone_df.loc[row, 'DIN_Zone'] - zone_area = new_zone_df.loc[row, 'new_area'] - zone_heat_demand = calc_heat_demand(demand_df, zone, zone_area, - energy_typ) - zone_heat_profile = degree_day(zone, zone_heat_demand, profile_df, - temperature_profile) - print(len(zone_heat_profile)) - total_heat_profile = np.sum([total_heat_profile, zone_heat_profile], - axis=0) - print(total_heat_profile) - print(len(total_heat_profile)) - - if plot: - plot_profile(total_heat_profile, save_plot) - - return total_heat_profile - - -def calc_heat_demand(demand_df, zone_typ, zone_area, energy_typ='mittel'): - """Calculate the annual total heat demand""" - heat_demand = 0 # Unit kWh - - zone_demand = demand_df[demand_df['Standard-Nutzungseinheiten'] == - zone_typ]['Heizung'].values[0] - heat_demand += zone_demand * zone_area - print("The heat demand of", zone_typ, "is", heat_demand, "kWh") - - return heat_demand - - -def degree_day(zone_typ, annual_value, profile_df, temperature_profile, - night_lower=False): - heat_profile = [] - start_temp = 15 # The limit for heating on or off, could be the same as - # set temperature? 15 comes from the german - set_temp_heat = profile_df[profile_df['Raumtyp'] == zone_typ][ - 'Raum-Solltemperatur_Heizung '].values[0] - - if night_lower: - night_lower_temp(zone_typ, profile_df) - else: - total_degree_day = 0 - for temp in temperature_profile: - if temp < start_temp: - total_degree_day += (set_temp_heat - temp) - - for temp in temperature_profile: - if temp < start_temp: - heat_profile.append( - (set_temp_heat - temp) / total_degree_day * annual_value) - else: - heat_profile.append(0) - - # print(heat_profile) - return heat_profile - - -def night_lower_temp(zone_typ, profile_df): - night = [22, 23, 24, 1, 2, 3, 4, 5, 6, 7] - low = profile_df['Temperaturabsenkung'] - # todo: add this new function for night lower set temperature - - -def plot_profile(heat_profile, save_plot=False): - plt.figure() - plt.plot(heat_profile) - plt.ylabel('Heat Profile') - plt.xlabel('Hours [h]') - plt.ylim(ymin=0) - plt.xlim(xmin=0) - plt.grid() - if save_plot: - plt.savefig(os.path.join(output_path, 'heat_profile_figure.jpg')) - plt.show() - - -if __name__ == "__main__": - # calc_total_demand("Verwaltungsgebäude", "mittel", 10000) - temperature = pd.read_csv(input_temp_path)['temperature'].values - gen_heat_profile("Verwaltungsgebäude", "mittel", 300, temperature, - plot=True) diff --git a/demand_generator/thermal_demand/SIA2024/temperature.csv b/demand_generator/thermal_demand/SIA2024/temperature.csv deleted file mode 100644 index df17ec0bd6c7a4ceb496df8c4c3fd91da8d88fe3..0000000000000000000000000000000000000000 --- a/demand_generator/thermal_demand/SIA2024/temperature.csv +++ /dev/null @@ -1,8761 +0,0 @@ -timestep,temperature -1,-0.2 -2,-0.1 -3,0.1 -4,-0.1 -5,-0.1 -6,-0.1 -7,0.1 -8,0.4 -9,0.8 -10,1.3 -11,1.4 -12,2 -13,2.6 -14,2.5 -15,2.4 -16,2.4 -17,2.4 -18,2.5 -19,2.4 -20,2.6 -21,2.5 -22,2.6 -23,3.2 -24,3.4 -25,3.7 -26,3.7 -27,3.8 -28,4 -29,4.1 -30,4.5 -31,4.6 -32,4.5 -33,4.4 -34,3.7 -35,4.4 -36,4.2 -37,3.7 -38,3.8 -39,3.5 -40,2.3 -41,0.9 -42,-0.2 -43,-0.8 -44,-1.2 -45,-1.7 -46,-2.2 -47,-2.5 -48,-2.8 -49,-3.2 -50,-3.4 -51,-3.7 -52,-4 -53,-4.2 -54,-4.2 -55,-4.2 -56,-4.2 -57,-4.2 -58,-3.7 -59,-2.6 -60,-1.6 -61,-1.4 -62,-1 -63,-1 -64,-1.3 -65,-1.7 -66,-2.1 -67,-2.3 -68,-3.1 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-8734,1.7 -8735,1.3 -8736,1.3 -8737,1.3 -8738,1.5 -8739,1.1 -8740,0.7 -8741,1 -8742,1.1 -8743,0.9 -8744,1.3 -8745,2.1 -8746,1.9 -8747,1.3 -8748,1.2 -8749,1.4 -8750,1.8 -8751,1.2 -8752,0.7 -8753,0.3 -8754,0.2 -8755,0.3 -8756,0.2 -8757,0 -8758,-0.3 -8759,-0.4 -8760,-0.4 \ No newline at end of file diff --git a/demand_generator/thermal_demand/ThermalDemand.py b/demand_generator/thermal_demand/ThermalDemand.py deleted file mode 100644 index 6b6768b5208e6b091cc913ae0657a8b66a3623a1..0000000000000000000000000000000000000000 --- a/demand_generator/thermal_demand/ThermalDemand.py +++ /dev/null @@ -1,288 +0,0 @@ -""" -MIT License - -Copyright (c) 2023 RWTH Aachen University - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. -""" - -from math import ceil -import numpy as np -import os -import pandas as pd - -# This is needed if we provide a default temperature pattern -''' -path = os.path.dirname(os.path.abspath(__file__)) -for j in range(3): - path = os.path.dirname(path) -temperature = pd.read_csv(os.path.join(path, 'main', 'input_files', 'example_data.csv'))['temperature'] -''' - - -def add_weekdays2df(time_df, holidays=None, holiday_is_sunday=False): - r"""Giving back a DataFrame containing weekdays and optionally holidays for - the given year. - Parameters - ---------- - time_df : pandas DataFrame - DataFrame to which the weekdays should be added - Optional Parameters - ------------------- - holidays : array with information for every hour of the year, if holiday or - not (0: holiday, 1: no holiday) - holiday_is_sunday : boolean - If set to True, all holidays (0) will be set to sundays (7). - Returns - ------- - pandas.DataFrame : DataFrame with weekdays - Notes - ----- - Using Pandas > 0.16 - """ - time_df['weekday'] = time_df.index.weekday + 1 - time_df['date'] = time_df.index.date - - # Set weekday to Holiday (0) for all holidays - if holidays is not None: - if isinstance(holidays, dict): - holidays = list(holidays.keys()) - time_df['weekday'].mask(pd.to_datetime(time_df['date']).isin( - pd.to_datetime(holidays)), 0, True) - - if holiday_is_sunday: - time_df.weekday.mask(time_df.weekday == 0, 7, True) - - return time_df - - -class ThermalDemand: - """ - Parameters - ---------- - year : int - year for which the profile is created - Attributes - ---------- - datapath : string - path to the bdew basic data files (csv) - temperature : pandas.Series - Series containing hourly temperature data - annual_heat_demand : float - annual heat demand of building in kWh - building_class: int - class of building according to bdew classification - possible numbers are: 1 - 11 - shlp_type : string - type of standardized heat load profile according to bdew - possible types are: - GMF, GPD, GHD, GWA, GGB, EFH, GKO, MFH, GBD, GBA, GMK, GBH, GGA, GHA - wind_class : int - wind classification for building location (0=not windy or 1=windy) - ww_incl : boolean - decider whether warm water load is included in the heat load profile - """ - - def __init__(self, df_index, **kwargs): - file_dir = os.path.dirname(os.path.abspath(__file__)) - for j in range(1): - file_dir = os.path.dirname(file_dir) - self.datapath = os.path.join(file_dir, 'bdew_data') - self.df = pd.DataFrame(index=df_index) - self.df = add_weekdays2df(self.df, holiday_is_sunday=True, - holidays=kwargs.get('holidays')) - self.df['hour'] = self.df.index.hour + 1 - self.temperature = kwargs.get('temperature') - self.annual_heat_demand = kwargs.get('annual_heat_demand') - self.shlp_type = kwargs.get('shlp_type').upper() - self.wind_class = kwargs.get('wind_class') - self.building_class = kwargs.get('building_class', 0) - self.ww_incl = kwargs.get('ww_incl', True) - self.name = kwargs.get('name', self.shlp_type) - - def weighted_temperature(self, how='geometric_series'): - r""" - A new temperature vector is generated containing a multi-day - average temperature as needed in the load profile function. - Parameters - ---------- - how : string - string which type to return ("geometric_series" or "mean") - Notes - ----- - Equation for the mathematical series of the average - temperature [1]_: - .. math:: - T=\frac{T_{D}+0.5\cdot T_{D-1}+0.25\cdot T_{D-2}+ - 0.125\cdot T_{D-3}}{1+0.5+0.25+0.125} - with :math:`T_D` = Average temperature on the present day - :math:`T_{D-i}` = Average temperature on the day - i - References - ---------- - .. [1] `BDEW <https://www.avacon.de/cps/rde/xbcr/avacon/15-06-30_Leitfaden_Abwicklung_SLP_Gas.pdf>`_, - BDEW Documentation for heat profiles. - """ - - # calculate daily mean temperature - temperature = self.df['temperature'].resample('D').mean().reindex( - self.df.index).fillna(method='ffill').fillna(method='bfill') - - if how == 'geometric_series': - temperature_mean = (temperature + 0.5 * np.roll(temperature, 24) + - 0.25 * np.roll(temperature, 48) + - 0.125 * np.roll(temperature, 72)) / 1.875 - elif how == 'mean': - temperature_mean = temperature - else: - temperature_mean = None - - return temperature_mean - - def get_temperature_interval(self): - """Appoints the corresponding temperature interval to each temperature - in the temperature vector. - """ - intervals = ({ - -20: 1, -19: 1, -18: 1, -17: 1, -16: 1, -15: 1, -14: 2, - -13: 2, -12: 2, -11: 2, -10: 2, -9: 3, -8: 3, -7: 3, -6: 3, -5: 3, - -4: 4, -3: 4, -2: 4, -1: 4, 0: 4, 1: 5, 2: 5, 3: 5, 4: 5, 5: 5, - 6: 6, 7: 6, 8: 6, 9: 6, 10: 6, 11: 7, 12: 7, 13: 7, 14: 7, 15: 7, - 16: 8, 17: 8, 18: 8, 19: 8, 20: 8, 21: 9, 22: 9, 23: 9, 24: 9, - 25: 9, 26: 10, 27: 10, 28: 10, 29: 10, 30: 10, 31: 10, 32: 10, - 33: 10, 34: 10, 35: 10, 36: 10, 37: 10, 38: 10, 39: 10, 40: 10}) - - temperature_rounded = [ceil(i) for i in self.df['temperature_geo']] - - temperature_interval = [intervals[i] for i in temperature_rounded] - - return np.transpose(np.array(temperature_interval)) - - def get_sf_values(self, filename='shlp_hour_factors.csv'): - """ Determine the h-values - Parameters - ---------- - filename : string - name of file where sigmoid factors are stored - """ - file = os.path.join(self.datapath, filename) - hour_factors = pd.read_csv(file, index_col=0) - hour_factors = hour_factors.query( - 'building_class=={0} and shlp_type=="{1}"'.format( - self.building_class, self.shlp_type)) - - # Join the two DataFrames on the columns 'hour' and 'hour_of_the_day' - # or ['hour' 'weekday'] and ['hour_of_the_day', 'weekday'] if it is - # not a residential slp. - residential = self.building_class > 0 - left_cols = ['hour_of_day'] + (['weekday'] if not residential else []) - right_cols = ['hour'] + (['weekday'] if not residential else []) - sf_mat = pd.DataFrame.merge( - hour_factors, self.df, left_on=left_cols, right_on=right_cols, - how='outer').sort_index() - - # drop unnecessary columns - drop_cols = ( - ['hour_of_day', 'hour', 'building_class', 'shlp_type', - 'date', 'temperature'] - + (['weekday_x'] if residential else []) - + (['weekday_y'] if residential else []) - + (['weekday'] if not residential else [])) - - sf_mat = sf_mat.drop(drop_cols, 1) - - # Determine the h values - length = len(self.temperature) - sf = (np.array(sf_mat)[np.array(list(range(0, length)))[:], - (self.get_temperature_interval() - 1)[:]]) - return np.array(list(map(float, sf[:]))) - - def get_sigmoid_parameters(self, filename='shlp_sigmoid_factors.csv'): - """ Retrieve the sigmoid parameters from csv-files - Parameters - ---------- - filename : string - name of file where sigmoid factors are stored - """ - - file = os.path.join(self.datapath, filename) - sigmoid = pd.read_csv(file, index_col=0) - sigmoid = sigmoid.query( - 'building_class=={0} and '.format(self.building_class) + - 'shlp_type=="{0}" and '.format(self.shlp_type) + - 'wind_impact=={0}'.format(self.wind_class)) - - a = float(sigmoid['parameter_a']) - b = float(sigmoid['parameter_b']) - c = float(sigmoid['parameter_c']) - if self.ww_incl: - d = float(sigmoid['parameter_d']) - else: - d = 0 - return a, b, c, d - - def get_weekday_parameters(self, filename='shlp_weekday_factors.csv'): - """ Retrieve the weekday parameter from csv-file - Parameters - ---------- - filename : string - name of file where sigmoid factors are stored - """ - file = os.path.join(self.datapath, filename) - f_df = pd.read_csv(file, index_col=0) - - tmp_df = f_df.query('shlp_type=="{0}"'.format(self.shlp_type)).drop( - 'shlp_type', axis=1) - - tmp_df['weekdays'] = np.array(list(range(7))) + 1 - - return np.array(list(map(float, pd.DataFrame.merge( - tmp_df, self.df, left_on='weekdays', right_on='weekday', - how='inner').sort_index()['wochentagsfaktor']))) - - def get_bdew_profile(self): - """ Calculation of the hourly heat demand using the bdew-equations - """ - return self.get_normalized_bdew_profile() * self.annual_heat_demand - - def get_normalized_bdew_profile(self): - """ Calculation of the normalized hourly heat demand - """ - self.df['temperature'] = self.temperature.values - self.df['temperature_geo'] = self.weighted_temperature( - how='geometric_series') - - sf = self.get_sf_values() - - [a, b, c, d] = self.get_sigmoid_parameters() - - f = self.get_weekday_parameters() - h = (a / (1 + (b / (self.df['temperature_geo'] - 40)) ** c) + d) - if self.ww_incl: - h = h - a / (1 + (b / (self.df['temperature_geo'] - 40)) ** c) - kw = 1.0 / (sum(h * f) / 24) - heat_profile_normalized = (kw * h * f * sf) - - return heat_profile_normalized - - def get_test_profile(self): - """For testing""" - normalized_bdew_profile = self.get_normalized_bdew_profile() - normalized_bdew_profile.iloc[:] = [1] * 8760 - print(normalized_bdew_profile) - return normalized_bdew_profile diff --git a/demand_generator/thermal_demand/__init__.py b/demand_generator/thermal_demand/__init__.py deleted file mode 100644 index 263bcf570e33ee8d90d71c7e3dfd6c22e84bf83e..0000000000000000000000000000000000000000 --- a/demand_generator/thermal_demand/__init__.py +++ /dev/null @@ -1 +0,0 @@ -from .ThermalDemand import ThermalDemand diff --git a/input_profile_processor/calc_irradiance.py b/input_profile_processor/calc_irradiance.py deleted file mode 100644 index 4a2fa2d9a078d6289222693d3f609742c9b868cf..0000000000000000000000000000000000000000 --- a/input_profile_processor/calc_irradiance.py +++ /dev/null @@ -1,126 +0,0 @@ -""" -MIT License - -Copyright (c) 2023 RWTH Aachen University - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. -""" - -import numpy as np -import pandas as pd - -def calc_total_irradiance(irradiance, timer, beta, psi_f, phi, lambda_st, lambda_1, alpha_albedo=0.2, reflection=1, refraction_index=2): - """ - check value: alpha_albedo: ground reflectivity - Reflection = 1? - Refraction Index = 2? - - beta = plant_parameters[(self.name, self.type)]['beta'] - psi_f = plant_parameters[(self.name, self.type)]['psi_f'] - phi = plant_parameters[(self.name, self.type)]['phi'] - lambda_st = plant_parameters[(self.name, self.type)]['lambda_st'] - lambda_1 = plant_parameters[(self.name, self.type)]['lambda_1'] - """ - - def calc_direct_beam_incidence_factor(): - """ - Angle calculation taken from @Erstellung eines Modells zur Simulation der Solarstrahlung auf beliebig - orientierte Flaechen und deren Trennung in Diffus- und Direktanteil@ Peter Ritzenhoff, March 1992 - - :param timer: simulation time in TimeStamp format, it will be transformed to seconds of the year - :param lambda_1: degree of longitude relative to Greenwich - :param lambda_st: degree of longitude of defined time zone - :param phi: degree of latitude - :param psi_f: azimuth of the pv (see pic.2.4) - :param beta: surface inclination tilt angle(Neigungswinkel) - :return: - """ - - daysperyear = 365 - if timer.is_leap_year: - daysperyear = 366 - - real_timer = (timer.to_pydatetime() - pd.Timestamp( - str(timer.year) + "-01-01 00:00:00").to_pydatetime()).total_seconds() - # The day number tn, see eq. 2.1 - tn = np.mod(real_timer / 86400, daysperyear) - # The day angle tw in degree, see eq. 2.3 - tw = np.mod(tn, daysperyear) * 360 / daysperyear - # Elliptical description for delta see eq.2.2 - delta_rad = np.arcsin(0.3978 * np.sin(tw - 80.2 + 1.92 * np.sin(np.deg2rad(tw - 2.8)))) - # calculate the hour equation zg, see eq.2.6 (hour equation is for Greenwich) - zg = -0.128 * np.sin(np.deg2rad(tw - 2.8)) - 0.165 * np.sin(np.deg2rad(2 * tw + 19.7)) - # calculate local standard time, time of the day - lst = real_timer / 3600 - np.floor(tn) * 24 - # calculate the solar time, see eq.2.7 - sz = np.mod(lst + (lambda_1 - lambda_st) / 15 + zg, 24) - # calculate the hour angle omega, see eq.2.8 - omega_rad = np.deg2rad(15 * (sz - 12)) - phi_rad = np.deg2rad(phi) - # calculate the sun elevation gamma, see eq.2.9 - gamma_rad = np.arcsin( - np.sin(phi_rad) * np.sin(delta_rad) + np.cos(omega_rad) * np.cos(phi_rad) * np.cos(delta_rad)) - # calculate the sun azimuth, see eq.2.10 - psi_s_rad = np.arccos( - (np.sin(phi_rad) * np.sin(gamma_rad) - np.sin(delta_rad)) / (np.cos(phi_rad) * np.cos(gamma_rad))) - psi_s_rad = -psi_s_rad if 0 <= sz < 12 else psi_s_rad - # calculate the Surface(PV)-sun-azimuth, see eq.11 - psi_fs_rad = np.deg2rad(np.rad2deg(psi_s_rad) - psi_f) - beta_rad_local = np.deg2rad(beta) - # calculate the angle of incidence of the sun relative to the surface, see eq.2.12 - cos_theta = np.cos(gamma_rad) * np.sin(beta_rad_local) * np.cos(psi_fs_rad) + np.sin(gamma_rad) * np.cos( - beta_rad_local) - theta_local = np.rad2deg(np.arccos(cos_theta)) - # perhaps a good method, DNI will be considered once the sun height reaches 4 degrees - f_beam_local = max(cos_theta, 0) - return theta_local, f_beam_local - - # g_total = g_diffuse + g_reflected + g_beam - beta_deg = beta - beta_rad = np.deg2rad(beta_deg) # tilt angle in [rad] - R_d = (1 + np.cos(beta_rad)) / 2 - R = alpha_albedo * (1 - np.cos(beta_rad)) / 2 # alpha_albedo: ground reflectivity - beta_table = [-0.167716, 4.91582, 9.99807, 14.8933, 19.9769, 25.0591, 30.1427, 35.0379, 39.5553, 44.6389, - 49.7224, 54.6189, 59.892, 64.4095, 69.6826, 74.5791, 79.4744, 84.5605, 89.644] - diffuse_reflection_loss_table = [0.94538, 0.945765, 0.949564, 0.949935, 0.950321, 0.954119, 0.954505, 0.954876, - 0.958631, 0.959017, 0.959403, 0.956361, 0.953348, 0.957103, 0.95409, 0.951049, - 0.95142, 0.94498, 0.945365] - diffuse_reflection_loss = np.interp(beta_deg, beta_table, diffuse_reflection_loss_table) - theta, f_beam = calc_direct_beam_incidence_factor() - theta_out = np.rad2deg(np.arcsin(np.sin(np.deg2rad(theta / refraction_index)))) - r_ges = (np.tan(theta - theta_out) ** 2 / np.tan(theta + theta_out) ** 2) * 0.5 * (np.cos(theta) ** 2 + 1) + \ - (np.sin(theta - theta_out) ** 2 / np.sin(theta + theta_out) ** 2) * 0.5 * np.sin(theta) ** 2 - transmission_factor = max(0, 1 - r_ges) - if reflection == 0: - diffuse_reflection_loss = 1 - transmission_factor = 1 - g_diffuse = irradiance[0] * R_d * diffuse_reflection_loss - g_reflected = irradiance[1] * R - g_beam = irradiance[2] * f_beam * transmission_factor - - g_total = g_diffuse + g_reflected + g_beam - return g_total - -def generate_g_t_series(irradiance, beta, psi_f, phi, lambda_st, lambda_1, t_start, dynamic): - T = list(irradiance.index) - g_total_lst = [] - for t in T: - g_total_lst.append(calc_total_irradiance(irradiance.loc[t], t, beta, psi_f, phi, lambda_st, lambda_1)) - - return pd.Series(data=g_total_lst, index=T) diff --git a/input_profile_processor/input_profile_processor.py b/input_profile_processor/input_profile_processor.py deleted file mode 100644 index e4f96db7e8aada0beab15d1518ffaeda76db77ea..0000000000000000000000000000000000000000 --- a/input_profile_processor/input_profile_processor.py +++ /dev/null @@ -1,247 +0,0 @@ -""" -MIT License - -Copyright (c) 2023 RWTH Aachen University - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in -all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN -THE SOFTWARE. -""" - -from Model_Library.dynamics import Profile -from Tooling.demand_generator.electrical_demand.ElectricalDemand import ElectricalDemand -from Tooling.demand_generator.thermal_demand.ThermalDemand import ThermalDemand -from Tooling.input_profile_processor.calc_irradiance import generate_g_t_series -from Tooling.modifier import Modifier - -from datetime import datetime, timedelta -import numpy as np -import pandas as pd - -def process_input_profiles(input_profile_dict, t_start, dynamic): - d_step_min = np.min(dynamic.step_lengths()) / 3600.0 - # This entire process assumes four things: - # 1. d_step_min devides a day into an integer amount of steps - # 2. d_step_min devides the intervall from YYYY.MM.DD 00:00:00 of the day containing t_start to t_start into an integer amount of steps - # 3. The timestamps of the desired timeseries either line up the with timestamps provided by the profiles in the files or the other way around - # 4. The sizes of all time steps in the given dynamic are devisible by - input_profiles = {} - for input_profile_name, input_profile_config in input_profile_dict.items(): - if 'file' in input_profile_config: - profile = load_profile(input_profile_name, input_profile_config['file'], t_start, dynamic, d_step_min) - elif 'generate' in input_profile_config: - profile = generate_profile(input_profile_name, input_profile_config['type'], input_profile_config['generate'], input_profiles, t_start, dynamic, d_step_min) - elif 'modify' in input_profile_config: - profile = modify_profile(input_profile_name, input_profile_config['type'], input_profile_config['modify'], input_profiles, t_start, dynamic, d_step_min) - input_profiles[input_profile_name] = (input_profile_config['type'], profile) - - for input_profile_name, (input_profile_type, input_profile) in input_profiles.items(): - input_profile.drop(pd.date_range(input_profile.index[0], t_start - timedelta(hours = d_step_min), freq = str(d_step_min) + 'H'), inplace = True) - input_profile.drop(pd.date_range(t_start + pd.Timedelta(hours = np.sum(dynamic.step_lengths()) / 3600.0), input_profile.index[-1], freq = str(d_step_min) + 'H'), inplace = True) - - if len(input_profile) != dynamic.number_of_steps(): - index = 0 - drop = [] - for index in dynamic.time_steps(): - if dynamic.step_size(index) != d_step_min: - number_of_steps = int(dynamic.step_size(index) / d_step_min) - input_profile.iloc[index] = sum(d_step_min * input_profile.iloc[index + i] for i in range(number_of_steps)) / dynamic.step_size(index) - drop.extend(index + i + 1 for i in range(number_of_steps - 1)) - index += number_of_steps - else: - index += 1 - input_profile.drop((input_profile.index[i] for i in drop), inplace = True) - - if input_profile_type == 'irradiance': - lambda_1 = 14.122 - lambda_st = 15 - phi = 52.21 - psi_f = 0 - beta = 30 - input_profile = generate_g_t_series(input_profile, beta, psi_f, phi, lambda_st, lambda_1, t_start, dynamic) - - input_profile = input_profile.squeeze() - input_profile.set_axis(list(range(dynamic.number_of_steps())), inplace = True) - if isinstance(input_profile, pd.Series): - input_profiles[input_profile_name] = Profile(input_profile.values, dynamic) - else: - input_profiles[input_profile_name] = Profile(input_profile, dynamic) - return input_profiles - -def resample_profile(name, profile, t_start, dynamic, d_step_min, t_last): - profile = profile.resample(str(d_step_min) + 'H').mean().interpolate('linear') - if t_start < profile.index[0]: - missing_indices = pd.date_range(t_start, profile.index[0] - timedelta(hours = d_step_min), freq = str(d_step_min) + 'H') - print(f'For input profile {name} {len(missing_indices)} {"values are" if len(missing_indices) > 1 else "value is"} extrapolated to the beginning of the profile!') - profile = pd.concat([pd.DataFrame([profile.iloc[0]], index = missing_indices), profile]) - if profile.index[-1] < t_last: - missing_indices = pd.date_range(profile.index[-1] + timedelta(hours = d_step_min), t_last, freq = str(d_step_min) + 'H') - print(f'For input profile {name} {len(missing_indices)} {"values are" if len(missing_indices) > 1 else "value is"} extrapolated to the end of the profile!') - profile = pd.concat([profile, pd.DataFrame([profile.iloc[-1]], index = missing_indices)]) - return profile - -def expand_profile_to_year(profile, year, t_step): - if datetime(year, 1, 1, 0) < profile.index[0]: - missing_indices = pd.date_range(datetime(year, 1, 1, 0), profile.index[0] - timedelta(hours = t_step), freq = str(t_step) + 'H') - profile = pd.concat([pd.DataFrame([profile.iloc[0]], index =missing_indices), profile]) - if profile.index[-1] < datetime(year + 1, 1, 1, 0) - timedelta(hours = t_step): - missing_indices = pd.date_range(profile.index[-1] + timedelta(hours = t_step), datetime(year + 1, 1, 1, 0) - timedelta(hours = t_step), freq = str(t_step) + 'H') - profile = pd.concat([profile, pd.DataFrame([profile.iloc[-1]], index = missing_indices)]) - return profile - -def load_profile(name, file, t_start, dynamic, d_step_min): - t_last = t_start + pd.Timedelta(hours = np.sum(dynamic.step_lengths()[:-1]) / 3600.0) - profile = pd.read_csv(file, index_col = 0) - try: - file_start = pd.to_datetime(profile.index[0], format = '%d-%m-%Y %H:%M:%S') - format = '%d-%m-%Y %H:%M:%S' - except ValueError: - format = '%Y-%m-%d %H:%M:%S' - # left_index = 0 - # right_index = len(profile) - 1 - # middle_index = left_index + int((right_index - left_index) / 2) - # middle_time = pd.to_datetime(profile.index[middle_index], format = format) - # while True: - # if right_index - left_index == 1: - # # We now know that t_start is strictly larger than the time at left_index and smaller or equal than the time at right_index - # # So we have to test if t_start is equal to the time at right_index and return right_index if this is the case - # # Otherwise return left_index - # right_time = pd.to_datetime(profile.index[right_index], format = format) - # if right_time <= t_start: - # first_index = right_index - # else: - # first_index = left_index - # break - # if middle_time < t_start: - # left_index = middle_index - # else: - # right_index = middle_index - # middle_index = left_index + int((right_index - left_index) / 2) - # middle_time = pd.to_datetime(profile.index[middle_index], format = format) - # left_index = 0 - # right_index = len(profile) - 1 - # middle_index = left_index + int((right_index - left_index) / 2) - # middle_time = pd.to_datetime(profile.index[middle_index], format = format) - # while True: - # if right_index - left_index == 1: - # # We now know that t_last is lager or equal than the time at left_index and strictly smaller than the time at right_index - # # So we have to test if t_last is equal to the time at left_index and return left_index if this is the case - # # Otherwise return right_index - # left_time = pd.to_datetime(profile.index[left_index], format = format) - # if t_last <= left_time: - # last_index = left_index - # else: - # last_index = right_index - # break - # if t_last < middle_time: - # right_index = middle_index - # else: - # left_index = middle_index - # middle_index = left_index + int((right_index - left_index) / 2) - # middle_time = pd.to_datetime(profile.index[middle_index], format = format) - # first_index = 0 - # last_index = len(profile) - 1 - # profile = profile[first_index:last_index + 1] - profile.index = pd.to_datetime(profile.index, format = format) - return resample_profile(name, profile, t_start, dynamic, d_step_min, t_last) - -def generate_profile(name, profile_type, parameters, input_profiles, t_start, dynamic, d_step_min): - t_last = t_start + pd.Timedelta(hours = np.sum(dynamic.step_lengths()[:-1]) / 3600.0) - years = range(t_start.year, t_last.year + 1) - - if profile_type == 'electricity_demand': - profiles = [] - for year in years: - year_profile = ElectricalDemand(year).get_profile(parameters['yearly_demand'], 'h0', True) # True: with smoothing function for household profiles, False: no smoothing function for household profiles - profiles.append(year_profile) - profile = pd.concat(profiles) - return resample_profile(name, profile, t_start, dynamic, d_step_min, t_last) - elif profile_type == 'therm_demand': - profiles = [] - for year in years: - demand_df = pd.DataFrame(index=pd.date_range(datetime(year, 1, 1, 0), - periods=8760 / d_step_min, - freq=str(d_step_min) + 'H')) - # Fixme: non-residential building only have building_class = 0 - # residential building could varies from 1 to 11 - # same problem for hot water demand. - # temporary fix - if len(input_profiles[parameters['temperature']][1]) < len(demand_df.index): - temp = list(input_profiles[parameters['temperature']]) - temp[1] = expand_profile_to_year(input_profiles[parameters['temperature']][1], year, d_step_min) - input_profiles[parameters['temperature']] = tuple(temp) - year_profile = ThermalDemand(demand_df.index, - shlp_type='EFH', - temperature=input_profiles[parameters['temperature']][1], - building_class=1, - wind_class=1, - annual_heat_demand=parameters['yearly_demand'], - name='HeatDemand_EFH', - ww_incl=0).get_bdew_profile() - profiles.append(year_profile) - profile = pd.concat(profiles) - return profile - elif profile_type == 'hot_water_demand': - profiles = [] - for year in years: - demand_df = pd.DataFrame(index=pd.date_range(datetime(year, 1, 1, 0), - periods=8760 / d_step_min, - freq=str(d_step_min) + 'H')) - # temporary fix - if len(input_profiles[parameters['temperature']][1]) < len(demand_df.index): - temp = list(input_profiles[parameters['temperature']]) - temp[1] = expand_profile_to_year(input_profiles[parameters['temperature']][1], year, d_step_min) - input_profiles[parameters['temperature']] = tuple(temp) - year_profile = ThermalDemand(demand_df.index, - shlp_type='EFH', - temperature=input_profiles[parameters['temperature']][1], - building_class=1, - wind_class=1, - annual_heat_demand=parameters['yearly_demand'], - name='DomesticHotWaterDemand_EFH', - ww_incl=1).get_bdew_profile() - profiles.append(year_profile) - profile = pd.concat(profiles) - return profile - else: - raise Exception("Generator for profile type " + str(profile_type) + " is not implemented!") - - -def modify_profile(name, mod_type: str, parameters, input_profiles, t_start, dynamic, d_step_min): - # Example of the parameters for use in the runme - # ------------------------------------------------------------------------------------------------------------------ - # 'temperature_1': ['prophet', 'modify', 'input_files/data/temperature/temperature.csv', 'temperature', - # {"winter1": 0, "spring": 0, "summer": 0,"fall": 0,"winter2": 0}, - # "Tooling/Modifier/prophet_models/serialized_model_08032023.json", True, True] - # ------------------------------------------------------------------------------------------------------------------ - - if mod_type == "prophet": - # t_start : timestamp, e.g.: pd.Timestamp("2021-01-01 00:00:00") - # t_horizon: int, number of days that should be created, for now hardcoded to 365 due to external dependencies - # parameters[]: array of additional parameters, should contain csv_path, season_offset, model_path, new, save. - # For details on the specific parameters look at the documentation of the prophet_based_modification - profile = Modifier.prophet_based_modification(csv_path = parameters[0], - feature_name = parameters[1], - season_offset = parameters[2], - start = t_start, - model_path = parameters[3], - new = parameters[4], - mod_period = 365, - save = parameters[5]) - return profile - else: - raise Exception("Modification for mod type " + str(mod_type) + " is not implemented!")