基于人工智能的配电网智能调度优化研究
Research on Intelligent Dispatching Optimization of Distribution Network Based on Artificial Intelligence
王若松 1曾艳1
作者信息
- 1. 国网山东省电力公司德州供电公司,山东德州 253000
- 折叠
摘要
为提高配电网的运行效率、可靠性以及安全性,文章研究基于人工智能的配电网系统智能调度优化方法.通过分析配电网系统的结构与功能、人工智能技术在配电网中的应用现状及自动化优化需求,主要包括数据采集与预处理、智能负荷预测与分析、智能设备状态诊断与维护及智能优化调度算法等内容,提出一套完整的配电网系统自动化优化方法.文章验证了这些方法的有效性和实用性,并通过实验分析提供了重要的理论和技术支持,实现了配电网系统的智能化升级.
Abstract
In order to improve the operational efficiency,reliability,and safety of distribution networks,this paper aims to study the intelligent dispatch optimization method of distribution network system based on artificial intelligence.By analyzing the structure and function of distribution network systems,the current application status of artificial intelligence technology in distribution networks,and the demand for automated optimization,including data collection and preprocessing,intelligent load forecasting and analysis,intelligent device status diagnosis and maintenance,and intelligent optimization scheduling algorithms,a comprehensive set of automated optimization methods for distribution network systems is proposed.The effectiveness and practicality of these methods have been verified,and important theoretical and technical support has been provided through experimental analysis,enabling the distribution network system to achieve intelligent upgrades.
关键词
配电网系统/人工智能/自动化优化/智能调度/数据分析Key words
distribution network system/artificial intelligence/automated optimization/intelligent scheduling/data analysis引用本文复制引用
出版年
2024
NETL
NSTL
万方数据