A Data-Centric Analysis of the Impact of Non-Electric Data on the Performance of Load Disaggregation...
A Data-Centric Analysis of the Impact of Non-Electric Data on the Performance of Load Disaggregation Algorithms
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Publisher
Switzerland: MDPI AG
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Language
English
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Publisher
Switzerland: MDPI AG
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Contents
Recent research on non-intrusive load monitoring, or load disaggregation, suggests that the performance of algorithms can be affected by factors beyond energy data. In particular, by incorporating non-electric data in load disaggregation analysis, such as building and consumer characteristics, the estimation accuracy of consumption data may be impr...
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Full title
A Data-Centric Analysis of the Impact of Non-Electric Data on the Performance of Load Disaggregation Algorithms
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TN_cdi_doaj_primary_oai_doaj_org_article_e4f6991db7554bb399f8c520140de782
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e4f6991db7554bb399f8c520140de782
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ISSN
1424-8220
E-ISSN
1424-8220
DOI
10.3390/s22186914
