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.

Afiliación

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 en En | MEDLINE | ID: mdl-37765746

Palabras clave

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

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Diagnostic_studies / Prognostic_studies Idioma: En Revista: Sensors (Basel) Año: 2023 Tipo del documento: Article País de afiliación: Australia Pais de publicación: Suiza

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