A modified method of suppressing narrow-band interference using FFT power spectrum

作者: Xin Luo , Haiqing Niu , Juzhuo Wu

DOI: 10.1109/ICSD.2013.6619806

关键词:

摘要: Suppressing narrow-band interference is one of the key techniques partial discharge (PD) on-line monitoring. Based on characteristics analysis FFT power spectrum PD signals with and without interference, peaks energy ratio defined. Thus, a method suppressing using pretreatment proposed, steps are also detailed. Besides, magnitude fuzzified adaptive fuzzy C-mean threshold algorithm proposed to extract ratio. The denoising results show that could pick from real signal.

参考文章(9)
Xu Zhongrong, Tang Ju, Sun Caixin, Application of Complex Wavelet Transform to Suppress White Noise in GIS UHF PD Signals IEEE Transactions on Power Delivery. ,vol. 22, pp. 1498- 1504 ,(2007) , 10.1109/TPWRD.2007.899767
X. Ma, C. Zhou, I.J. Kemp, Automated wavelet selection and thresholding for PD detection IEEE Electrical Insulation Magazine. ,vol. 18, pp. 37- 45 ,(2002) , 10.1109/57.995398
Ju Tang, Qian Zhou, Ming Tang, Yanbin Xie, Study on mathematical model for VHF partial discharge of typical insulated defects in GIS IEEE Transactions on Dielectrics and Electrical Insulation. ,vol. 14, pp. 30- 38 ,(2007) , 10.1109/TDEI.2007.302869
Li Xuemei, Deng Yuyan, Ding Lixing, Jiang Liangzhong, Building cooling load forecasting using fuzzy support vector machine and fuzzy C-mean clustering international conference on computer and communication technologies in agriculture engineering. ,vol. 1, pp. 438- 441 ,(2010) , 10.1109/CCTAE.2010.5543577
X. Zhou, C. Zhou, I.J. Kemp, An improved methodology for application of wavelet transform to partial discharge measurement denoising IEEE Transactions on Dielectrics and Electrical Insulation. ,vol. 12, pp. 586- 594 ,(2005) , 10.1109/TDEI.2005.1453464
D.L. Donoho, De-noising by soft-thresholding IEEE Transactions on Information Theory. ,vol. 41, pp. 613- 627 ,(1995) , 10.1109/18.382009