杨涛, 钱德银, 雷东, 刘宇飞, 周涛涛, 王波勇, 叶子雍. 基于功率特征分段提取的隔离开关智能监测与诊断技术研究[J]. 智慧电力, 2021, 49(12): 52-58.
引用本文: 杨涛, 钱德银, 雷东, 刘宇飞, 周涛涛, 王波勇, 叶子雍. 基于功率特征分段提取的隔离开关智能监测与诊断技术研究[J]. 智慧电力, 2021, 49(12): 52-58.
YANG Tao, QIAN De-yin, LEI Dong, LIU Yu-fei, ZHOU Tao-tao, WANG Bo-yong, YE Zi-yong. Intelligent Monitoring and Diagnosis Technology of Disconnector Based on Power Features Segment Extraction[J]. Smart Power, 2021, 49(12): 52-58.
Citation: YANG Tao, QIAN De-yin, LEI Dong, LIU Yu-fei, ZHOU Tao-tao, WANG Bo-yong, YE Zi-yong. Intelligent Monitoring and Diagnosis Technology of Disconnector Based on Power Features Segment Extraction[J]. Smart Power, 2021, 49(12): 52-58.

基于功率特征分段提取的隔离开关智能监测与诊断技术研究

Intelligent Monitoring and Diagnosis Technology of Disconnector Based on Power Features Segment Extraction

  • 摘要: 通过搭建隔离开关机电联合仿真模型并进行故障模拟结果分析,阐释了隔离开关全行程的功率-应力映射关系。根据各故障特征与行程区间的对应关系,提出了典型故障功率特征的分段提取方法。提取了运动时间及不同运动阶段输出功率均值、方差等共10个原始特征量,在仿真模拟的卡涩、三相不同期、动作不到位典型故障的诊断中进行了算法验证,采用SVM算法实现其机械状态的智能监测与故障诊断。最终通过GW4型隔离开关故障模拟实验,验证了所提智能算法在工业实际中的有效性与准确性。

     

    Abstract: By establishing the electromechanical co-simulation model of disconnector and analyzing the fault simulation results,this paper expounds the mapping relationship between the power and stress of the whole stroke of the disconnector,and proposes the segment extraction method of typical fault power characteristics according to the corresponding relationship between the fault characteristics and stroke interval. A total of 10 original characteristic quantities are extracted such as motion time,the mean value and variance of output power in different motion stages. The algorithm is verified in the diagnosis of the typical faults such as jamming,three-phase un-synchronization and inadequate action in the simulation. The SVM algorithm is used to realize the intelligent monitoring and fault diagnosis of the mechanical state of the disconnector. In the end,through the fault simulation experiment of GW4 disconnector,the effectiveness and accuracy of the proposed intelligent algorithm in industrial practice is verified.

     

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