Mohammadhosein Bakhtiaridoust

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

Mohammadhosein Bakhtiaridoust, Meysam Yadegar, Nader Meskin · ISA Transactions · 2022 · 31 citations

Fault Diagnosis, Data-driven Fault Detection, Engineering +7

Model-Free Geometric Fault Detection and Isolation for Nonlinear Systems Using Koopman Operator

Mohammadhosein Bakhtiaridoust, Meysam Yadegar, Nader Meskin et al. · IEEE Access · 2022 · 22 citations · Full text

Engineering, Model-free Fault Detection, Fault Analysis +7

Data‐driven sensor fault detection and isolation of nonlinear systems: Deep neural‐network Koopman operator

Mohammadhosein Bakhtiaridoust, Fatemeh Negar Irani, Meysam Yadegar et al. · IET Control Theory and Applications · 2022 · 21 citations · Full text

Fault Diagnosis, Nonlinear System Identification, Robotic Systems +14

A data-driven approach for fault diagnosis in multi-zone HVAC systems: Deep neural bilinear Koopman parity

Fatemeh Negar Irani, Mohammadhosein Bakhtiaridoust, Meysam Yadegar et al. · Journal of Building Engineering · 2023 · 18 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +17