Keyword explanations (from PDF file with the data)

• Generator Capacity: Solar panel capacity recorded on the application for connection for each customer.

• Consumption Category:

  • GC:General Consumption for electricity supplied all the time excluding solar generation and controlled load supply
  • CL:Controlled Load Consumption (only in Australia) We will add CL and GG to find final energy generation.
  • GG:Gross Generation for electricity generated by the solar system with a gross metering configuration, measured separately to household loads

• Half-hourly data: Kilowatt hours (kWh) of electrical energy consumed or generated in the half hour ending at 0:30 (eg. between 0:00 and 0:30).
  The value is positive regardless of whether it is consumption or generation.

• Features:weather information(UV Index, Temperature, Humidity, Wind Speed, Wind direction, Rain chance, etc)
• Using models such as **Random Forest, XGBoost, Logistic regression

• Features: time (will add other features)
• Using time-series models such as **ARIMA, SARIMAX, Prophet and naive LSTM(DL)