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Fatemeh Negar Irani
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Data‐driven sensor fault detection and isolation of nonlinear systems: Deep neural‐network Koopman operator
M Bakhtiaridoust, FN Irani, M Yadegar, N Meskin
IET Control Theory & Applications 17 (2), 123-132, 2023
132023
A data-driven approach for fault diagnosis in multi-zone HVAC systems: Deep neural bilinear Koopman parity
FN Irani, M Bakhtiaridoust, M Yadegar, N Meskin
Journal of Building Engineering 76, 107127, 2023
52023
Koopman-based deep iISS bilinear parity approach for data-driven fault diagnosis: Experimental demonstration using three-tank system
FN Irani, M Yadegar, N Meskin
Control Engineering Practice 142, 105744, 2024
22024
Multi-objective optimization of building HVAC operation: Advanced strategy using Koopman predictive control and deep learning
M Soleimani, FN Irani, M Yadegar, M Davoodi
Building and Environment 248, 111073, 2024
12024
Deep transfer learning strategy in intelligent fault diagnosis of gas turbines based on the Koopman operator
FN Irani, M Soleimani, M Yadegar, N Meskin
Applied Energy 365, 123256, 2024
2024
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