基于人工智能的新能源发电系统优化设计  

Optimization Design of New Energy Power Generation Systems Based on Artificial Intelligence

作　　者：王建华 WANG Jianhua

机构地区：[1]内蒙古慧电规划设计有限责任公司,呼和浩特010013

出　　处：《科技创新与应用》2025年第8期41-43,47,共4页Technology Innovation and Application

摘　　要：由于可再生能源的需求越来越大,新能源发电系统的优化设计成为提高系统效率和经济性的关键。该文概述新能源发电系统的定义、分类及其特点和挑战,详细介绍人工智能在新能源发电系统优化方面的应用,提出基于人工智能的系统框架设计。通过具体案例分析揭示人工智能模型在新能源发电系统中的应用过程及其带来的显著效果,旨在为新能源发电系统智能化升级提供理论基础和技术支撑。Due to the increasing demand for renewable energy,the optimal design of new energy power generation systems has become the key to improving system efficiency and economy.This paper outlines the definition,classification,characteristics and challenges of new energy power generation systems,introduces in detail the application of artificial intelligence in the optimization of new energy power generation systems,and proposes a system framework design based on artificial intelligence.Through specific case analysis,the application process of artificial intelligence models in new energy power generation systems and their significant effects are revealed,aiming to provide theoretical foundation and technical support for the intelligent upgrading of new energy power generation systems.

关 键 词：人工智能 新能源发电 发电预测 能源管理 故障检测 

分 类 号：TM615[电气工程—电力系统及自动化]