Michael Ferry

Improved multistep ahead photovoltaic power prediction model based on LSTM and self-attention with weather forecast data

Machine learning-based energy management and power forecasting in grid-connected microgrids with multiple distributed energy sources

Energy dispatch schedule optimization for demand charge reduction using a photovoltaic-battery storage system with solar forecasting