Developed a deterministic time series model in Python based on ARIMAX to forecast photovoltaic (PV) power output (AC power as the endogenous variable).
Exogenous variables included solar elevation angle, clear-sky power, cloud cover, and Fourier-based seasonality components.
The final model achieved a MAPE of 12.88% and served as a foundation for further improvements in forecasting accuracy.
- Data Analyst
- Data Collector
- Data Scientist
- +3




