diff --git a/examples/NIS-workshop/battery.json b/examples/NIS-workshop/battery.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4bcb27f456083b3f0cb6391736f8710b579fa4b
--- /dev/null
+++ b/examples/NIS-workshop/battery.json
@@ -0,0 +1,10 @@
+{
+    "specific_capital_expenditure": 1000,
+    "service_life": 15,
+    "factor_effort_maintenance_operation": 0.02,
+    "input_efficiency": 0.99,
+    "output_efficiency": 0.99,
+    "e2p_in": 1,
+    "e2p_out": 1,
+    "self_discharging_loss": 0.0
+}
\ No newline at end of file
diff --git a/examples/simple_prosumer/data.csv b/examples/NIS-workshop/data.csv
similarity index 100%
rename from examples/simple_prosumer/data.csv
rename to examples/NIS-workshop/data.csv
diff --git a/examples/NIS-workshop/inverter_battery.json b/examples/NIS-workshop/inverter_battery.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d8fbfdd34539f0ee7a5d3531a184454ebaae2a2
--- /dev/null
+++ b/examples/NIS-workshop/inverter_battery.json
@@ -0,0 +1,9 @@
+{
+    "specific_capital_expenditure": 250,
+    "service_life": 15,
+    "factor_effort_maintenance_operation": 0.02,
+    "efficiency_a": 0.95,
+    "efficiency_b": 0.95,
+    "rated_power_side_a": "input",
+    "rated_power_side_b": "output"
+}
\ No newline at end of file
diff --git a/examples/simple_prosumer/inverter_pv.json b/examples/NIS-workshop/inverter_pv.json
similarity index 100%
rename from examples/simple_prosumer/inverter_pv.json
rename to examples/NIS-workshop/inverter_pv.json
diff --git a/examples/NIS-workshop/prosumer.json b/examples/NIS-workshop/prosumer.json
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/examples/simple_prosumer/pv.json b/examples/NIS-workshop/pv.json
similarity index 100%
rename from examples/simple_prosumer/pv.json
rename to examples/NIS-workshop/pv.json
diff --git a/examples/simple_prosumer/runme.py b/examples/NIS-workshop/runme_task.py
similarity index 66%
rename from examples/simple_prosumer/runme.py
rename to examples/NIS-workshop/runme_task.py
index ed187920a0278650e9fcf459c9df32bbd4bb4700..240112e4213b44af52b7dac1e32832b6c63c26b0 100644
--- a/examples/simple_prosumer/runme.py
+++ b/examples/NIS-workshop/runme_task.py
@@ -21,29 +21,28 @@ 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 necessary modules from the custom model library
 from Model_Library.architecture import Architecture, Profile
 from Model_Library.dynamics import DynamicTree
 from Model_Library.topology import Prosumer
-
 import json
 import numpy as np
 
-architecture = Architecture(DynamicTree(np.full(24, 3600, dtype=int)).root())
-
-input_profiles = Profile.from_csv("data.csv", architecture.get_dynamic(""))
+# === Create system architecture with time resolution ===
 
-with open("prosumer.json") as f:
-    prosumer_json = json.load(f)
+# === Load input profiles from CSV and the Prosumer configuration from JSON ===
 
-prosumer_json["components"]["pv"]["irradiance"] = input_profiles["irradiance"]
-prosumer_json["components"]["pv"]["temperature"] = input_profiles["temperature"]
-prosumer_json["components"]["consumption"]["consumption"] = input_profiles[
-    "electricity_demand"
-]
+# === Inject time series data into the prosumer model ===
 
-prosumer = Prosumer("my_prosumer", prosumer_json)
+# === Instantiate the Prosumer object ===
 
-prosumer.optimize("sized", architecture, {}, ["annuity"], {})
+# === Run system sizing optimization ===
+# Objective: optimize component sizing to minimize annuity cost
+# Arguments: key, architecture, component_iden_strs, strategy, sub_configurations
+# - optimization type
+# - architecture
+# - component_iden_strs
+# - strategy
+# - sub_configurations
 
-prosumer.save_results("output_files")
+# === Save results to output directory ===
\ No newline at end of file
diff --git a/examples/simple_prosumer/prosumer.json b/examples/simple_prosumer/prosumer.json
deleted file mode 100644
index 208891503ba3ce63d7d17fde380d56c681beaa83..0000000000000000000000000000000000000000
--- a/examples/simple_prosumer/prosumer.json
+++ /dev/null
@@ -1,49 +0,0 @@
-{
-    "components": {
-        "pv": {
-            "type": "PVGenerator",
-            "model": "pv.json",
-            "min_capacity": 10,
-            "max_capacity": 10
-        },
-        "inverter_pv": {
-            "type": "PowerElectronic",
-            "model": "inverter_pv.json",
-            "min_capacity": 10,
-            "max_capacity": 10
-        },
-        "grid": {
-            "type": "ElectricalGrid",
-            "price": 0.3046,
-            "injection_price": 0.0793
-        },
-        "consumption": {
-            "type": "ElectricalConsumption"
-        }
-    },
-    "connections": [
-        {
-            "type": "OneToOne",
-            "from": "pv.output_1",
-            "to": "inverter_pv.input_1"
-        },
-        {
-            "type": "OneToOne",
-            "from": "inverter_pv.output_1",
-            "to": "grid.input_1"
-        },
-        {
-            "type": "OneToOne",
-            "from": "inverter_pv.output_1",
-            "to": "consumption.input_1"
-        },
-        {
-            "type": "OneToOne",
-            "from": "grid.output_1",
-            "to": "consumption.input_1"
-        }
-    ],
-    "planning_horizon": 20,
-    "price_change_factor": 1.02,
-    "interest_factor": 1.05
-}
\ No newline at end of file