Data-driven fault detection and isolation of nonlinear systems using deep learning for Koopman operator.

Bakhtiaridoust, Mohammadhosein; Yadegar, Meysam; Meskin, Nader

Bakhtiaridoust, Mohammadhosein; Yadegar, Meysam; Meskin, Nader.

Afiliación

Bakhtiaridoust M; Department of Electrical Engineering, Qom University of Technology, Qom, Iran.
Yadegar M; Department of Electrical Engineering, Qom University of Technology, Qom, Iran. Electronic address: yadegar@qut.ac.ir.
Meskin N; Department of Electrical Engineering, Qatar University, Doha, Qatar.

ISA Trans ; 134: 200-211, 2023 Mar.

Article en En | MEDLINE | ID: mdl-36127184

Palabras clave

Data-driven; Deep learning; Dynamic mode decomposition; Fault detection and isolation; Koopman operator; Model-free; Neural network; Recursive fault detection

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Diagnostic_studies / Prognostic_studies Idioma: En Revista: ISA Trans Año: 2023 Tipo del documento: Article País de afiliación: Irán Pais de publicación: Estados Unidos

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