{"title":"Analysis and classification of power quality events using Hilbert transform and fuzzy system","authors":"P. Sundaram, R. Neela","doi":"10.1109/SSPS.2017.8071604","DOIUrl":null,"url":null,"abstract":"This paper presents a novel method for analysis and assessment of various power quality events using Hilbert transform based Fuzzy system. Hilbert transform analyzes the distorted kinds of voltage waveforms and then extract their important features. The various kinds of distorted voltage waveforms are developed through the Matlab parametric equation. These extracted features are given to Fuzzy system in order to classify both the single and combined form of power quality events. The results indicates that the Hilbert transform based Fuzzy system can effectively classify the single and combined form of Power Quality events. The classification accuracy of the proposed method are validated by comparing them against Kalman filter, S-transform based fuzzy classifiers.","PeriodicalId":382353,"journal":{"name":"2017 Third International Conference on Sensing, Signal Processing and Security (ICSSS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Third International Conference on Sensing, Signal Processing and Security (ICSSS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SSPS.2017.8071604","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
This paper presents a novel method for analysis and assessment of various power quality events using Hilbert transform based Fuzzy system. Hilbert transform analyzes the distorted kinds of voltage waveforms and then extract their important features. The various kinds of distorted voltage waveforms are developed through the Matlab parametric equation. These extracted features are given to Fuzzy system in order to classify both the single and combined form of power quality events. The results indicates that the Hilbert transform based Fuzzy system can effectively classify the single and combined form of Power Quality events. The classification accuracy of the proposed method are validated by comparing them against Kalman filter, S-transform based fuzzy classifiers.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
