基于神经网络技术的高压带电作业安全预警  

A Safety Warning Solution for High-voltage Live Working Based on Neural Network Technology

作　　者：刘琢 邢书理 宋辉 LIU Zhuo;XING Shuli;SONG Hui

机构地区：[1]国网河南省电力公司内乡县供电公司,河南南阳474350

出　　处：《今日自动化》2024年第2期58-60,共3页Automation Today

摘　　要：高压带电作业是维护和修复电力设备的重要手段,其允许作业人员在设备运行的状态下进行检修、维护及故障排除,提高了电力系统的可靠性和可用性。然而,由于其特殊的作业环境和高风险性,具有严重的安全隐患。且传统的高压带电作业中,作业人员需要凭借经验和直觉来判断作业风险,并采取相应的预防措施,存在一定的不确定性和主观性,难以满足实际作业的需求。文章将神经网络技术应用于高压带电作业安全预警,可快速、准确地识别和预警潜在作业风险,提高作业人员的安全性和作业效率。High voltage live operation is an important means to maintain and repair power equipment,which allows operators to overhaul,maintain and troubleshoot the equipment in the running state,improving the reliability and availability of power system.However,due to its special operating environment and high risk,it has serious security risks.In the traditional high-voltage live operation,operators need to judge the operation risk by experience and intuition,and take corresponding preventive measures.There are certain uncertainties and subjectivity,which is difficult to meet the needs of actual operations.In this paper,the neural network technology is applied to the safety early warning of high voltage live work,which can quickly and accurately identify and warn the potential operational risks,and improve the safety and efficiency of operators.

关 键 词：神经网络技术 高压带电作业 安全预警 解决方案 

分 类 号：TM84[电气工程—高电压与绝缘技术]