| A hybrid modeling approach integrating first-principles knowledge with statistical methods for fault detection in HVAC systems H Hassanpour, P Mhaskar, JM House, TI Salsbury Computers & Chemical Engineering 142, 107022, 2020 | 40 | 2020 |
| Integrating dynamic neural network models with principal component analysis for adaptive model predictive control H Hassanpour, B Corbett, P Mhaskar Chemical Engineering Research and Design 161, 26-37, 2020 | 37 | 2020 |
| Artificial neural network-based model predictive control using correlated data H Hassanpour, B Corbett, P Mhaskar Industrial & Engineering Chemistry Research 61 (8), 3075-3090, 2022 | 14 | 2022 |
| Artificial neural network based model predictive control: Implementing achievable set‐points H Hassanpour, B Corbett, P Mhaskar AIChE Journal 68 (1), e17436, 2022 | 7 | 2022 |
| A hybrid machine learning approach integrating recurrent neural networks with subspace identification for modelling HVAC systems H Hassanpour, P Mhaskar, MJ Risbeck The Canadian Journal of Chemical Engineering 100 (12), 3620-3634, 2022 | 5 | 2022 |
| A practically implementable reinforcement learning‐based process controller design H Hassanpour, X Wang, B Corbett, P Mhaskar AIChE Journal 70 (1), e18245, 2024 | 2 | 2024 |
| A hybrid clustering approach integrating first-principles knowledge with data for fault detection in HVAC systems H Hassanpour, AH Hamedi, P Mhaskar, JM House, TI Salsbury Computers & Chemical Engineering 187, 108717, 2024 | | 2024 |
| A practically implementable reinforcement learning control approach by leveraging offset-free model predictive control H Hassanpour, P Mhaskar, B Corbett Computers & Chemical Engineering 181, 108511, 2024 | | 2024 |
| Reinforcement Learning (RL)-Based Process Controller Design: An Implementable Approach H Hassanpour, X Wang, B Corbett, P Mhaskar 2023 AIChE Annual Meeting, 2023 | | 2023 |
| IDEAL COMMUNITIES P Mhaskar, M Mahmood CEP, 2023 | | 2023 |
| Handling Correlated Data for Artificial Neural Network (ANN)-Based Model Predictive Control (MPC) Implementations H Hassanpour, B Corbett, P Mhaskar 2022 AIChE Annual Meeting, 2022 | | 2022 |
| Hybrid and machine learning based modeling, fault detection, and control of complex processes H Hassanpour | | 2022 |
| Integrating Machine-Learning Methods for Adaptive Model Predictive Control Design H Hassanpour, B Corbett, P Mhaskar 2020 Virtual AIChE Annual Meeting, 2020 | | 2020 |
| Integrating Dynamic Neural Network Models with Principal Component Analysis for Model Predictive Control H Hassanpour, B Corbett, P Mhaskar IFAC-PapersOnLine 53 (2), 11313-11318, 2020 | | 2020 |
| A Hybrid Modeling Approach for Fault Detection and Isolation of HVAC Systems H Hassanpour, P Mhaskar, JM House, TI Salsbury 2019 AIChE Annual Meeting, 2019 | | 2019 |
Prashant MhaskarProfessor of Chemical Engineering, McMaster UniversityVerified email at mcmaster.ca
