DocumentCode :
3342614
Title :
A modified method of suppressing narrow-band interference using FFT power spectrum
Author :
Xin Luo ; Haiqing Niu ; Juzhuo Wu
Author_Institution :
Sch. of Electr. Power, South China Univ. of Technol., Guangzhou, China
fYear :
2013
fDate :
June 30 2013-July 4 2013
Firstpage :
83
Lastpage :
87
Abstract :
Suppressing narrow-band interference is one of the key techniques of partial discharge (PD) on-line monitoring. Based on the characteristics analysis of FFT power spectrum of PD signals with and without the narrow-band interference, the partial peaks and partial energy ratio is defined. Thus, a method of suppressing narrow-band interference using partial energy ratio pretreatment is proposed, and the steps are also detailed. Besides, the magnitude of partial energy ratio is fuzzified and the adaptive fuzzy C-mean threshold algorithm is proposed to extract the threshold of partial energy ratio. The denoising results show that the proposed method could pick narrow-band interference from the real PD signal.
Keywords :
fast Fourier transforms; fuzzy set theory; interference suppression; partial discharges; FFT power spectrum; characteristics analysis; fuzzy C-mean threshold algorithm; narrow-band interference suppression; partial discharge on-line monitoring; partial energy; Frequency-domain analysis; Interference; Mathematical model; Monitoring; Noise; Noise reduction; Partial discharges; FFT power spectrum; Fuzzy C-mean; Narrow-band Interference; Partial Discharge; Partial Energy Ratio; denoising;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Solid Dielectrics (ICSD), 2013 IEEE International Conference on
Conference_Location :
Bologna
ISSN :
2159-1687
Print_ISBN :
978-1-4799-0807-3
Type :
conf
DOI :
10.1109/ICSD.2013.6619806
Filename :
6619806
Link To Document :
بازگشت