Update models/energy_anomaly_detection.py

models/energy_anomaly_detection.py

@@ -27,7 +27,7 @@ def detect_energy_anomalies(file_path):
     Returns:
     - anomaly (str): Energy anomaly detection result
     """
-    # Load energy generation data (assumes CSV format with timestamp and generation columns)
+    # Load energy generation data
     if not os.path.exists(file_path):
         raise FileNotFoundError(f"Error: Data file {file_path} not found.")
     try:
@@ -57,7 +57,7 @@ def detect_energy_anomalies(file_path):
     prediction = model.predict(X)
     last_predicted_value = prediction[-1][0]  # Get last prediction
     
-    # Define threshold for anomaly (e.g., 10% deviation from the normal value)
+    # Define threshold for anomaly
     threshold = 0.1
     anomaly = "Anomaly Detected" if abs(last_predicted_value - energy_data[-1][0]) > threshold else "No Anomaly"