تصفح Faculty Contributions حسب المؤلف "Yadegar, Meysam"
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Data-driven fault detection and isolation of nonlinear systems using deep learning for Koopman operator
Bakhtiaridoust, M.; Yadegar, Meysam; Meskin, Nader ( ISA - Instrumentation, Systems, and Automation Society , 2023 , Article)This paper proposes a data-driven actuator fault detection and isolation approach for the general class of nonlinear systems. The proposed method uses a deep neural network architecture to obtain an invariant set of basis ... -
Data-driven sensor fault detection and isolation of nonlinear systems: Deep neural-network Koopman operator
Bakhtiaridoust, M.; Irani, Fatemeh Negar; Yadegar, Meysam; Meskin, Nader ( John Wiley and Sons Inc , 2023 , Article)This paper proposes a data-driven sensor fault detection and isolation approach for the general class of nonlinear systems. The proposed method uses deep neural network architecture to obtain an invariant set of basis ...