基于AI的配电网供电可靠性风险隐患评估系统
AI-based Power Distribution Network Reliability Risk Assessment System
黄李珂1
作者信息
- 1. 广西电网有限责任公司南宁宾阳供电局,广西南宁 530499
- 折叠
摘要
随着电网规模扩大和复杂度提升,配电网供电可靠性面临诸多风险隐患.文章提出了一种基于人工智能(Artificial Intelligence,AI)的配电网供电可靠性风险隐患评估系统,包括数据整合、数据传输、智能分析建模以及风险评估预警 4 个功能模块.实验结果表明,该系统在风险识别准确率、等级划分准确率、定位精度以及响应时间等指标上均显著优于传统方法,为提升配电网供电可靠性提供了有力工具,对构建智能电网具有重要意义.
Abstract
With the expansion of the scale and complexity of the power grid,the power supply reliability of the distribution network faces many risks and hidden dangers.This paper proposes an Artificial Intelligence(AI)-based power supply reliability risk assessment system for distribution network,which includes four functional modules:data integration,data transmission,intelligent analysis and modeling,and risk assessment and early warning.The experimental results show that the system is significantly superior to the traditional methods in risk identification accuracy,grade classification accuracy,positioning accuracy and response time,etc.It provides a powerful tool for improving the reliability of distribution network power supply,and is of great significance for the construction of smart grid.
关键词
人工智能(AI)/配电网/供电可靠性/风险评估Key words
Artificial Intelligence(AI)/distribution network/power supply reliability/risk assessment引用本文复制引用
出版年
2024
NETL
NSTL
万方数据