Exploration of the Application of Intelligent Energy Management System for Microgrids Based on Power Prediction
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.
power predictionmicrogridintelligent energy managementfunctional modulesLSTM model
万方数据
维普
