DocumentCode :
358114
Title :
Study on a spatially selective noise filtration technique for suppressing noises in partial discharge on-line monitoring
Author :
Mingyou, Hu ; Xie, Hengkun ; Tiong, Tan Boon ; Wu, Xinyan
Author_Institution :
Div. of Inf. Eng., Nanyang Technol. Univ., Singapore
Volume :
2
fYear :
2000
fDate :
2000
Firstpage :
689
Abstract :
Partial discharge (PD) on-line monitoring has been used extensively to evaluate the insulation condition of electrical equipment in service. However, its sensitivity and credibility are affected by strong noise such as communication signals and random noise produced by the detection system itself. In recent years, the wavelet transform has been used for signal processing. In this paper, a novel method for extracting PD signals from noise is presented based on the nonstationary algorithm. The proposed algorithm combines multiresolution analysis with hard threshold in order to construct a wavelet transform-based stationary-nonstationary (WTST-NST) filter. The simulating signals and some experimental data obtained in a power plant are processed by using the new filtration technique. The results indicate that this method can extract the PD signal from noise effectively. Compared with other methods adopted to extract PD signals, the WTST-NST filter performs more accurately, and with lower computation time. It has been used in PD on-line monitoring systems successfully
Keywords :
condition monitoring; high-voltage techniques; insulation testing; partial discharge measurement; random noise; signal processing; wavelet transforms; PD signals; WTST-NST filter; communication signals; computation time; electrical equipment; hard threshold; insulation condition; multiresolution analysis; noise; nonstationary algorithm; partial discharge on-line monitoring; power plant; random noise; sensitivity; signal processing; spatially selective noise filtration technique; wavelet transform; wavelet transform-based stationary-nonstationary filter; Condition monitoring; Data mining; Dielectrics and electrical insulation; Filters; Filtration; Multiresolution analysis; Partial discharges; Signal processing algorithms; Wavelet analysis; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Properties and Applications of Dielectric Materials, 2000. Proceedings of the 6th International Conference on
Conference_Location :
Xi´an
Print_ISBN :
0-7803-5459-1
Type :
conf
DOI :
10.1109/ICPADM.2000.876115
Filename :
876115
Link To Document :
بازگشت