Fatemeh Negar Irani

Deep transfer learning strategy in intelligent fault diagnosis of gas turbines based on the Koopman operator

Fatemeh Negar Irani, Mohammadjavad Soleimani, Meysam Yadegar et al. · Applied Energy · 2024 · 30 citations · Full text

Multi-objective optimization of building HVAC operation: Advanced strategy using Koopman predictive control and deep learning

Mohammadjavad Soleimani, Fatemeh Negar Irani, Meysam Yadegar et al. · Building and Environment · 2023 · 23 citations

Engineering, Smart Building, Energy Efficiency +8

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

Koopman-based deep iISS bilinear parity approach for data-driven fault diagnosis: Experimental demonstration using three-tank system

Fatemeh Negar Irani, Meysam Yadegar, Nader Meskin · Control Engineering Practice · 2023 · 14 citations

Fault Diagnosis, Reliability Engineering, Data-driven Fault Diagnosis +8