产业科技创新2024，6（4）：47~50IndustrialTechnologyInnovation
人工智能技术在电力设备运维检修中的研究及应用
Research?and?Application?of?Artificial?Intelligence?Technology?
in?Power?Equipment?Operation?and?Maintenance
刘?博，翟文松
Bo?Liu,?Wensong?Zhai
（国网宁夏电力有限公司中卫供电公司，宁夏?中卫?755000）
(Zhongwei?Power?Supply?Company?of?State?Grid?Ningxia?Electric?Power?Co.,?LTD，Zhongwei,Ningxia?755000,China)
摘要：电力设备运行状态直接关系到电力供应稳定性，实时把握电力设备运行状态并高质量
开展运维工作具有重要现实意义。基于此，本文首先对智能变电站运维流程进行分析，并对
机器学习技术、知识推理技术等人工智能应用于电力设备运维中的典型关键技术进行阐述，
在此基础上结合运维检修信息抽取及构建知识库、电力设备健康状态评估等具体场景对人工
智能技术应用要点进行分析，明确人工智能技术在电力设备运维检修中的应用价值。
Abstract:?The?operating?status?of?power?equipment?is?directly?related?to?the?stability?of?
power?supply.?Real?time?monitoring?of?the?operating?status?of?power?equipment?and?high-quality?
operation?and?maintenance?work?have?important?practical?significance.?Based?on?this,?this?
article?first?analyzes?the?operation?and?maintenance?process?of?intelligent?substations,?and?
elaborates?on?typical?key?technologies?of?artificial?intelligence?applied?to?power?equipment?
operation?and?maintenance,?such?as?machine?learning?technology?and?knowledge?reasoning?
technology.?On?this?basis,?combined?with?specific?scenarios?such?as?operation?and?maintenance?
information?extraction,?knowledge?base?construction,?and?power?equipment?health?status?
assessment,?the?key?points?of?artificial?intelligence?technology?application?are?analyzed,?
and?the?application?value?of?artificial?intelligence?technology?in?power?equipment?operation?
and?maintenance?is?clarified.
关键词：人工智能技术；电力设备；运维检修
Keywords:?Artificial?intelligence?technology;?Power?equipment;?Operation?and?maintenance
中图分类号：TM732?文献标识码：A?文章编号：2096-6164（2024）04-0047-04
作为全球科技革命核心驱动力，人工智能化水平，同时其也是推动设备状态运维检修逐
技术在实际发展中对现有数