Mehmet Çunkaş

Short-term forecasting of rooftop photovoltaic energy generation using machine learning techniques

The results demonstrate that incorporating physically meaningful orientation-aware features substantially improves forecasting accuracy for heterogeneous rooftop PV systems and can improve the accuracy of distributed PV generation forecasts and net demand forecasts at the distribution level compared to traditional aggr...