{"title":"非侵入式监测杂项和电子负载","authors":"Michael Zeifman, C. Akers, K. Roth","doi":"10.1109/ICCE.2015.7066424","DOIUrl":null,"url":null,"abstract":"A new method is proposed for monitoring miscellaneous and electronic loads (MELs) in a household. In this method, the current signal obtained at a main breaker or circuit level is disaggregated by detection of transients and classification of the waveforms. The classification is realized by probabilistic fusion of a harmonics-based classifier and a multivariate statistical technique. The results demonstrate the feasibility of the proposed method.","PeriodicalId":169402,"journal":{"name":"2015 IEEE International Conference on Consumer Electronics (ICCE)","volume":"223 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Nonintrusive monitoring of miscellaneous and electronic loads\",\"authors\":\"Michael Zeifman, C. Akers, K. Roth\",\"doi\":\"10.1109/ICCE.2015.7066424\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A new method is proposed for monitoring miscellaneous and electronic loads (MELs) in a household. In this method, the current signal obtained at a main breaker or circuit level is disaggregated by detection of transients and classification of the waveforms. The classification is realized by probabilistic fusion of a harmonics-based classifier and a multivariate statistical technique. The results demonstrate the feasibility of the proposed method.\",\"PeriodicalId\":169402,\"journal\":{\"name\":\"2015 IEEE International Conference on Consumer Electronics (ICCE)\",\"volume\":\"223 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-03-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE International Conference on Consumer Electronics (ICCE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCE.2015.7066424\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Conference on Consumer Electronics (ICCE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCE.2015.7066424","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Nonintrusive monitoring of miscellaneous and electronic loads
A new method is proposed for monitoring miscellaneous and electronic loads (MELs) in a household. In this method, the current signal obtained at a main breaker or circuit level is disaggregated by detection of transients and classification of the waveforms. The classification is realized by probabilistic fusion of a harmonics-based classifier and a multivariate statistical technique. The results demonstrate the feasibility of the proposed method.
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