Advancing Fault Detection in HVAC Systems: Unifying Gramian Angular Field and 2D Deep Convolutional Neural Networks for Enhanced Performance.

Tun, Wunna; Wong, Kwok-Wai Johnny; Ling, Sai-Ho

Tun, Wunna; Wong, Kwok-Wai Johnny; Ling, Sai-Ho.

Afiliação

Tun W; Faculty of Design, Architecture and Building, University of Technology Sydney, Ultimo, NSW 2007, Australia.
Wong KJ; Faculty of Design, Architecture and Building, University of Technology Sydney, Ultimo, NSW 2007, Australia.
Ling SH; Faculty of Engineering and IT, University of Technology Sydney, Ultimo, NSW 2007, Australia.

Sensors (Basel) ; 23(18)2023 Sep 06.

Article em En | MEDLINE | ID: mdl-37765746

Palavras-chave

Gramian angular field (GAF); HVAC SIMulation PLUS (HVACSIM+); convolutional neural networks (CNNs); fault detection and diganosis (FDD); heating, ventilation and air conditioning (HVAC)

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article