基于人工智能的超高压智能化变电站运维系统
Ultra-High Voltage Intelligent Substation Operation and Maintenance System Based on Artificial Intelligence
刘凯 1宋珊 1雷彪1
作者信息
- 1. 国网陕西超高压公司,陕西 西安 710000
- 折叠
摘要
随着超高压智能化变电站的规模扩大和复杂度提升,传统运维方式已难以满足需求.文章提出了一种基于人工智能的超高压智能化变电站运维系统,包括运行数据采集、故障诊断、运维决策支持3大模块.实验结果表明,与传统系统相比,文章系统在故障诊断准确率、检测时间、误报率以及漏报率等方面均有显著提升,同时在运维决策的合理性和经济性上表现出色,为提高超高压智能化变电站的运维效率和可靠性提供了有效解决方案.
Abstract
With the expansion and increasing complexity of ultra-high voltage intelligent substations,traditional operation and maintenance methods are no longer able to meet the demand.The article proposes an artificial intelligence based ultra-high voltage intelligent substation operation and maintenance system,which includes three modules:operation data acquisition,fault diagnosis,and operation and maintenance decision support.The experimental results show that compared with traditional systems,the article system has significantly improved in fault diagnosis accuracy,detection time,false alarm rate,and missed alarm rate.At the same time,it performs well in the rationality and economy of operation and maintenance decisions,providing an effective solution for improving the operation and maintenance efficiency and reliability of ultra-high voltage intelligent substations.
关键词
人工智能/超高压变电站/智能运维Key words
artificial intelligence/ultra-high voltage substation/intelligent operation and maintenance引用本文复制引用
出版年
2024
NETL
NSTL
万方数据