首页|基于小波包分析的低压配电系统接地故障诊断

基于小波包分析的低压配电系统接地故障诊断

Grounding Fault Diagnosis of Low Voltage Distribution System Based on Wavelet Packet Analysis

扫码查看
传统方法在低压配电系统接地故障诊断中应用效果不佳,不仅错诊率比较高,而且召回率比较低,无法达到预期的故障诊断效果,为此提出基于小波包分析的低压配电系统接地故障诊断.利用无线传感技术采集系统运行电压信号,并对其进行标准化处理,利用小波包分析技术分解电压信号,提取接地故障特征向量,根据特征向量确定低压配电系统相对误差与绝对误差,识别诊断出低压配电系统是否存在接地故障,以此实现基于小波包分析的低压配电系统接地故障诊断.经实验证明,该设计方法错诊率低于 1%,召回率高于 95%,在低压配电系统接地故障诊断方面具有良好的应用前景.
Traditional methods are inferior in diagnosing grounding faults in low-voltage distribution systems,as the mis-diagnosis rate is relatively high and the recall rate is low,which cannot achieve the expected fault diagnosis effect.There-fore,a wavelet-packet-analysis-based method to diagnose low-voltage distribution system grounding faults is proposed.The wireless sensor technology is used to collect the and standardize operating voltage signal of the system.The wavelet packet analysis technology is used to decompose the voltage signal,extract the grounding fault feature vector,determine the relative error and absolute error of the low-voltage distribution system according to the feature vector,identify and di-agnose whether there is a grounding fault in the low-voltage distribution system,and thus realize the grounding fault diag-nosis of the low-voltage distribution system based on the wavelet packet analysis.Through experiments,it has been prov-en that the designed method has a misdiagnosis rate of less than 1%and a recall rate of higher than 95%,which has good application prospects in the diagnosis of grounding faults in low-voltage distribution systems.

wavelet packet analysislow voltage distribution systemgrounding faultdiagnosisfault characteristicsrelative error

钱晓仲

展开 >

国网北京客服中心,北京 100010

小波包分析 低压配电系统 接地故障 诊断 故障特征 相对误差

2024

电工技术
重庆西南信息有限公司(原科技部西南信息中心)

电工技术

影响因子:0.177
ISSN:1002-1388
年,卷(期):2024.(3)
  • 10