{"title":"利用FFT功率谱抑制窄带干扰的改进方法","authors":"Xin Luo, H. Niu, Juzhuo Wu","doi":"10.1109/ICSD.2013.6619806","DOIUrl":null,"url":null,"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.","PeriodicalId":437475,"journal":{"name":"2013 IEEE International Conference on Solid Dielectrics (ICSD)","volume":"17 7","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"A modified method of suppressing narrow-band interference using FFT power spectrum\",\"authors\":\"Xin Luo, H. Niu, Juzhuo Wu\",\"doi\":\"10.1109/ICSD.2013.6619806\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":437475,\"journal\":{\"name\":\"2013 IEEE International Conference on Solid Dielectrics (ICSD)\",\"volume\":\"17 7\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-10-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 IEEE International Conference on Solid Dielectrics (ICSD)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSD.2013.6619806\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 IEEE International Conference on Solid Dielectrics (ICSD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSD.2013.6619806","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A modified method of suppressing narrow-band interference using FFT power spectrum
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.