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 | 13 | 2023 |
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 | 5 | 2023 |
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 | 2 | 2024 |
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 | 1 | 2024 |
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 |