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Non-Intrusive Load Monitoring of Residential Water-Heating Circuit Using Ensemble Machine Learning T...

Non-Intrusive Load Monitoring of Residential Water-Heating Circuit Using Ensemble Machine Learning T...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_37b423ba43074a06a6f98a947e6fa0dc

Non-Intrusive Load Monitoring of Residential Water-Heating Circuit Using Ensemble Machine Learning Techniques

About this item

Full title

Non-Intrusive Load Monitoring of Residential Water-Heating Circuit Using Ensemble Machine Learning Techniques

Publisher

Basel: MDPI AG

Journal title

Inventions (Basel), 2020-12, Vol.5 (4), p.57

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

The recent advancement in computational capabilities and deployment of smart meters have caused non-intrusive load monitoring to revive itself as one of the promising techniques of energy monitoring. Toward effective energy monitoring, this paper presents a non-invasive load inference approach assisted by feature selection and ensemble machine lear...

Alternative Titles

Full title

Non-Intrusive Load Monitoring of Residential Water-Heating Circuit Using Ensemble Machine Learning Techniques

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_37b423ba43074a06a6f98a947e6fa0dc

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_37b423ba43074a06a6f98a947e6fa0dc

Other Identifiers

ISSN

2411-5134

E-ISSN

2411-5134

DOI

10.3390/inventions5040057

How to access this item