Intelligent Morphological Filter Applied to the Signal Processing of Partial Discharge for XLPE Cable

被引:1
|
作者
Wang, Hui [1 ]
Zhang, Li [2 ]
Huang, Chengjun [1 ]
Qian, Yong [1 ]
Guo, Canxin [1 ]
Liu, Junhua [1 ]
Yao, Linpeng [1 ]
Jiang, Xiuchen [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200030, Peoples R China
[2] Shanghai Municipal Elect Power Co, Shanghai 200030, Peoples R China
关键词
partial discharge; XLPE cable; intelligent morphlogical filter; wavelet; baseline waveform;
D O I
10.1109/ICICISYS.2009.5358397
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Today the sensitive measurement of partial discharge (PD) signals in XLPE cable can be an important element for quality assurance and diagnostics in the factory and during the on-site test procedure The results clearly indicate that PD analysis of XLPE cable is an excellent online tool to assess its dielectric condition However, as the serious interference in-field, the acquired PD signals may, be Interrupted by periodic interferences and white noises, easily This paper describes an intelligent morphological filter algorithm to remove the periodic pulse interference and white noise contained in the PD signals The algorithm consists of two stages of morphological processing The performance of the algorithm is evaluated with simulated and real PD signals Compared with classical wavelet, there are substantial improvements in the indexes of average error, root mean square (rms) error and maximum error, especially in reducing distortion of the baseline waveform
引用
收藏
页码:708 / +
页数:2
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