Renewable Energy Source

Renewable energy sources, primarily solar and wind power, are crucial for a sustainable energy future, driving research focused on improving their integration into existing grids and optimizing their utilization. Current research emphasizes accurate forecasting of energy generation using advanced machine learning techniques, including deep learning models like LSTM networks and convolutional neural networks, and reinforcement learning for efficient energy system design and control. These advancements aim to address the intermittency of renewable sources, enhancing grid stability and enabling more effective energy management, ultimately contributing to a more reliable and environmentally friendly energy supply.