Concepedia
Statistics
Publications
8
Citations
205
H-Index
Active since
2020
Affiliations
McMaster University(Current)
Johnson Controls (United States)
Hesam Hassanpour is an author at McMaster University specializing in machine learning, control systems, and engineering.
Publications per year
2020–2024
Integrating dynamic neural network models with principal component analysis for adaptive model predictive control
Hesam Hassanpour, Brandon Corbett, Prashant Mhaskar · Process Safety and Environmental Protection · 2020 · 48 citations
Engineering, Systems Engineering, Dynamical Systems +15
A hybrid modeling approach integrating first-principles knowledge with statistical methods for fault detection in HVAC systems
Hesam Hassanpour, Prashant Mhaskar, John M. House et al. · Computers & Chemical Engineering · 2020 · 39 citations
Engineering, Systems Engineering, Hvac Systems +16
Artificial Neural Network-Based Model Predictive Control Using Correlated Data
Hesam Hassanpour, Brandon Corbett, Prashant Mhaskar · Industrial & Engineering Chemistry Research · 2022 · 29 citations
Computing, Computer Science, Machine Learning +16
A practically implementable reinforcement learning‐based process controller design
Hesam Hassanpour, Xiaonian Wang, Brandon Corbett et al. · AIChE Journal · 2023 · 26 citations
Engineering, Chemical Engineering, Machine Learning +16
A practically implementable reinforcement learning control approach by leveraging offset-free model predictive control
Hesam Hassanpour, Prashant Mhaskar, Brandon Corbett · Computers & Chemical Engineering · 2023 · 23 citations
Computing, Computer Science, Machine Learning +15
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