东北电力技术2025，Vol.46Issue(12)：16-21,6.
基于机器学习技术的变电站运维检修技术研究
Research on Substation Operation and Maintenance Technology Based on Machine Learning
林峰 1蒋宇翔 1周旺 1孙振威 1吴延波1
作者信息
- 1. 国网浙江省电力有限公司金华供电公司,浙江 金华 321101
- 折叠
摘要
Abstract
The operation and maintenance of substations have a wide range of application scenarios for artificial intelligence.It explores new operation and maintenance to repair technologies for substations based on machine learning technology.By analyzing vari-ous machine learning technologies applicable to the operation,maintenance and repair of smart substations,it proposes a new type of intelligent operation,maintenance and repair technology for substations based on machine learning technology,integrating inspection,recording,analysis,decision-making and execution.It also analyzes the current application status and deficiencies of intelligent ro-bots in substations.Taking the entire process of discovering the overheating problem of the contact surface of the disconnector clamp during inspection,proposing solutions and eliminating overheating as an example,it expounds the new operation and maintenance re-pair technology of substations based on machine learning technology,and looks forward to the prospects of the intelligent operation and maintenance repair technology of substations.关键词
变电站/运维检修/机器学习Key words
substation/operation and maintenance/machine learning分类
信息技术与安全科学引用本文复制引用
林峰,蒋宇翔,周旺,孙振威,吴延波..基于机器学习技术的变电站运维检修技术研究[J].东北电力技术,2025,46(12):16-21,6.
