jiayuan ma

Research on Pearson correlation and improved CNN-LSTM algorithm for predicting photovoltaic power generation

2024

To enhance the grid connection reliability of distributed photovoltaic power plants, a hybrid prediction model integrating a convolutional neural network and short-term memory is proposed. Spatial features are extracted via CNN, while LSTM captures temporal …