Research status and prospect of fault diagnosis technology for mine high voltage circuit breaker
惠阿丽秦祺李瑞荣相
HUI Ali;QIN Qi;LI Rui;RONG Xiang
西安科技大学 电气与控制工程学院中煤科工集团常州研究院有限公司天地(常州)自动化股份有限公司
介绍了矿用高压断路器机械故障诊断技术的基本情况,按照故障诊断的基本流程,从断路器状态特征信号、信号预处理、特征提取及降维筛选和故障诊断方法等4个环节综述了高压断路器机械故障诊断技术的目前的研究现状和主要不足。针对目前单一信号的局限性、发生复合故障、建立诊断模型工作量巨大和未考虑数据不平衡及故障数据未标记等问题,对高压断路器故障诊断未来的研究方向进行了展望。
This paper introduces the basic situation of mechanical fault diagnosis technology for mining high voltage circuit breaker. According to the basic process of fault diagnosis, the current research status and main shortcomings of mechanical fault diagnosis technology of high voltage circuit breaker are summarized from four aspects: circuit breaker state characteristic signal, signal preprocessing, feature extraction and dimension reduction screening and fault diagnosis method. In view of the limitations of the current single signal, the occurrence of composite faults, the huge workload of establishing diagnostic models, and the problems of without considering data imbalance and unmarked fault data, the future research direction of fault diagnosis of high-voltage circuit breakers is prospected.
煤矿供电高压断路器机械故障状态检修特征提取故障诊断
coal mine power supply;high voltage circuit breaker;mechanical failure;condition-based maintenance;feature extraction;fault diagnosis
主办单位:煤炭科学研究总院有限公司 中国煤炭学会学术期刊工作委员会