N. Suganthi

Machine Learning-Based Intelligent Energy Management System for Smart Grid Using Renewable Energy Sources

As solar and wind power are increasingly integrated into modern grids, intermittency and forecasting uncertainty pose a danger to system stability. The Machine Learning-Based Intelligent Energy Management System (ML-IEMS) proposed in this paper combines a hybrid CNN-LSTM model for short-term load and renewable generati...