IEEE

Enhancing Reinforcement Learning-Based Energy Management Through Transfer Learning With Load and PV Forecasting

Abstract: Effective energy management in microgrids with renewable energy sources is crucial for maintaining system stability while minimizing operational costs. However, traditional Reinforcement ...
IEEE

Enhancing the Electrical Load Forecasting Efficacy for V2G Scheduling by Using LSTM Model and a Specific Loss Function

Abstract: As the number of electric vehicles (EVs) increases, vehicle-to-grid (V2G) technology is widely adopted to help the power system manage the additional charging load. To minimize load variance ...