A Novel Generalised Model for Residential Energy Management System

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aut.relation.endpage158
aut.relation.issue3en_NZ
aut.relation.journalHighlights of Sustainabilityen_NZ
aut.relation.startpage134
aut.relation.volume1en_NZ
aut.researcherLie, Tek
dc.contributor.authorLie, TTen_NZ
dc.contributor.authorJean-Paul, Pen_NZ
dc.contributor.authorAnderson, TNen_NZ
dc.contributor.authorValles, Ben_NZ
dc.date.accessioned2023-01-27T01:44:13Z
dc.date.available2023-01-27T01:44:13Z
dc.date.copyright2022-07-11en_NZ
dc.date.issued2022-07-11en_NZ
dc.description.abstractDisaggregated data is often used to model the cost-benefit of residential energy management systems. However, obtaining such data is time-intensive and monetarily expensive. This hinders the depth of analysis that can be done on these systems and negatively influences their large-scale uptake. This study proposes a novel generalised model of these systems that uses smart meter load profile data to model their cost-benefit. Using two years of half-hourly electricity consumption data from 5379 households in London, the model was used to examine how sociodemographic, tariff structures, and the choice of operational objectives of these systems, interact to influence their cost-benefit. The results showed that the proposed model produced reliable cost-benefit results within what is normally obtained in literature. The model demonstrated that applying one set of objectives to different customers leads to an inequitable distribution in benefits; rather, an optimal set of objectives for a given customer under a specific tariff structure can be found to produce a more equitable distribution in benefits across all customers. The proposed model is replicable and uses data that can be obtained easily and cheaply from smart meters, making it versatile for large-scale cost-benefit analysis by any electricity retailer.
dc.identifier.citationHighlights of Sustainability, 1(3), 134–158. https://doi.org/10.54175/hsustain1030011
dc.identifier.doi10.54175/hsustain1030011en_NZ
dc.identifier.issn2696-628Xen_NZ
dc.identifier.urihttps://hdl.handle.net/10292/15848
dc.publisherHighlights of Science
dc.relation.urihttps://www.hos.pub/articles/hsustain1030011
dc.rights.accessrightsOpenAccessen_NZ
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectresidential energy management system; benefit-cost metric; load modelling
dc.titleA Novel Generalised Model for Residential Energy Management Systemen_NZ
dc.typeJournal Article
pubs.elements-id458370
pubs.organisational-data/AUT
pubs.organisational-data/AUT/Faculty of Design & Creative Technologies
pubs.organisational-data/AUT/PBRF
pubs.organisational-data/AUT/PBRF/PBRF Design and Creative Technologies
pubs.organisational-data/AUT/PBRF/PBRF Design and Creative Technologies/PBRF ECMS
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