Short-Term Load Forecast of Electric Vehicle Charging Station Based on SE-ALSTM-CNN

With the rapid growth of electric vehicles (EV) over the past few years, accurate short-term load forecast of EV charging stations plays a critical role to reduce the impact of charging load on the power grid. To improve the forecasting accuracy, this paper proposes a short-term charging load forecasting method for the EV charging stations based on ALSTM-SE-CNN neural network. The experimental analysis and model comparison based on real EV …