摘要
随着可再生能源的快速发展和微电网的兴起,智能能源管理系统在提高微电网的能源利用效率和经济性方面变得至关重要。本研究旨在探讨基于功率预测的智能能源管理系统在微电网中的应用。通过对微电网和智能能源管理系统的概述,以及现有微电网管理技术面临的挑战和问题进行分析,设计了一个基于功率预测的微电网智能能源管理系统。该系统包括功率预测模型的选择与建立、智能能源管理系统架构设计,为微电网领域的研究和实践提供了有益参考。
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.
出处
《电力系统装备》
2024年第10期163-165,共3页
Electric Power System Equipment
关键词
功率预测
微电网
智能能源管理
功能模块
LSTM模型
power prediction
microgrid
intelligent energy management
functional modules
LSTM model
