With the rapid development of renewable energy and the rise of microgrids,intelligent energy management systems have become crucial in improving the energy utilization efficiency and economy of microgrids.This study aims to explore the application of an intelligent energy management system based on power prediction in microgrids.Through an overview of microgrids and intelligent energy management systems,as well as an analysis of the challenges and problems faced by existing microgrid management technologies,we have designed a microgrid intelligent energy management system based on power prediction.The system includes the selection and establishment of power prediction models,the architecture design of intelligent energy management systems,providing useful references for research and practice in the field of microgrids.
关键词
功率预测/微电网/智能能源管理/功能模块/LSTM模型
Key words
power prediction/microgrid/intelligent energy management/functional modules/LSTM model
维普
万方数据