Time-Lapse Image Method for Classifying Appliances in Nonintrusive Load Monitoring
Time-Lapse Image Method for Classifying Appliances in Nonintrusive Load Monitoring
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Publisher
Basel: MDPI AG
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Language
English
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Publisher
Basel: MDPI AG
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Contents
In this paper, a time-lapse image method is proposed to improve the classification accuracy for multistate appliances with complex patterns based on nonintrusive load monitoring (NILM). A log-likelihood ratio detector with a maxima algorithm was applied to construct a real-time event detection of home appliances. Moreover, a novel image-combining m...
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Full title
Time-Lapse Image Method for Classifying Appliances in Nonintrusive Load Monitoring
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TN_cdi_doaj_primary_oai_doaj_org_article_2b23a1c9cddb4bab96416c94b72d1034
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_2b23a1c9cddb4bab96416c94b72d1034
Other Identifiers
ISSN
1996-1073
E-ISSN
1996-1073
DOI
10.3390/en14227630
