Challenges of inverter-based load disaggregation

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.creatorCruz, Marcos Vicente-
Autor(es): dc.creatorBernardino, Luiz Gustavo Reis-
Autor(es): dc.creatorMarafao, Fernando Pinhabel-
Data de aceite: dc.date.accessioned2025-08-21T20:25:30Z-
Data de disponibilização: dc.date.available2025-08-21T20:25:30Z-
Data de envio: dc.date.issued2025-04-29-
Data de envio: dc.date.issued2023-12-31-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1109/SEPOC63090.2024.10747446-
Fonte completa do material: dc.identifierhttps://hdl.handle.net/11449/305601-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/305601-
Descrição: dc.descriptionThis document addresses the challenges of disaggregating techniques for non-intrusive load monitoring (NILM) of inverter-based loads. Although inverter-based loads are more energy efficient they add an extra layer of complexity for NILM-based algorithms because of their variable energy consumption and rapid variations. There are few studies regarding these types of loads and they do not cover every combination of loads such as several inverter-based loads in the same energy network. There are several questions on whether or not such algorithms can be used for real-time applications because of their apparent high computational need and their storage requirements to perform the disaggregation.-
Descrição: dc.descriptionSigmasys Engenharia UNESP-
Descrição: dc.descriptionUNESP-
Descrição: dc.descriptionSigmasys Engenharia UNESP-
Descrição: dc.descriptionUNESP-
Idioma: dc.languageen-
Relação: dc.relation2024 16th Seminar on Power Electronics and Control, SEPOC 2024-
???dc.source???: dc.sourceScopus-
Palavras-chave: dc.subjectartificial intelligence-
Palavras-chave: dc.subjectenergy management-
Palavras-chave: dc.subjectinverter-based load-
Palavras-chave: dc.subjectload identification-
Palavras-chave: dc.subjectNILM-
Palavras-chave: dc.subjectDisaggregation-
Palavras-chave: dc.subjectEnergy-
Palavras-chave: dc.subjectEnergy efficient-
Palavras-chave: dc.subjectEnergy networks-
Palavras-chave: dc.subjectEnergy-consumption-
Palavras-chave: dc.subjectInverter-based-
Palavras-chave: dc.subjectInverter-based load-
Palavras-chave: dc.subjectLoad identification-
Palavras-chave: dc.subjectNonintrusive load monitoring-
Palavras-chave: dc.subjectRapid variation-
Título: dc.titleChallenges of inverter-based load disaggregation-
Tipo de arquivo: dc.typeaula digital-
Aparece nas coleções:Repositório Institucional - Unesp

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