Robust model predictive control of irrigation systems with active uncertainty learning and data analytics C Shang, WH Chen, AD Stroock, F You IEEE transactions on control systems technology 28 (4), 1493-1504, 2019 | 94 | 2019 |
Semiclosed greenhouse climate control under uncertainty via machine learning and data-driven robust model predictive control WH Chen, F You IEEE Transactions on Control Systems Technology 30 (3), 1186-1197, 2021 | 66 | 2021 |
Sustainable building climate control with renewable energy sources using nonlinear model predictive control WH Chen, F You Renewable and Sustainable Energy Reviews 168, 112830, 2022 | 56 | 2022 |
Intelligent control and energy optimization in controlled environment agriculture via nonlinear model predictive control of semi-closed greenhouse WH Chen, NS Mattson, F You Applied Energy 320, 119334, 2022 | 52 | 2022 |
Smart greenhouse control under harsh climate conditions based on data-driven robust model predictive control with principal component analysis and kernel density estimation WH Chen, F You Journal of Process Control 107, 103-113, 2021 | 47 | 2021 |
Data-driven robust model predictive control framework for stem water potential regulation and irrigation in water management WH Chen, C Shang, S Zhu, K Haldeman, M Santiago, AD Stroock, F You Control Engineering Practice 113, 104841, 2021 | 33 | 2021 |
Efficient Greenhouse temperature control with data-driven robust model predictive WH Chen, F You 2020 American Control Conference (ACC), 1986-1991, 2020 | 14 | 2020 |
Robust constrained model predictive control of irrigation systems based on data-driven uncertainty set constructions C Shang, WH Chen, F You 2019 American Control Conference (ACC), 1-6, 2019 | 8 | 2019 |
Theoretical Exploration of Irrigation Control for Stem Water Potential through Model Predictive Control WH Chen, C Shang, S Zhu, K Haldeman, M Santiago, AD Stroock, F You 2020 American Control Conference (ACC), 1992-1997, 2020 | 5 | 2020 |
Decarbonization through smart energy management: Climate control in building-integrated rooftop greenhouses for urban agriculture across various climate conditions WH Chen, F You Journal of Cleaner Production 458, 142544, 2024 | 2 | 2024 |
Sustainable energy management and control for Decarbonization of complex multi-zone buildings with renewable solar and geothermal energies using machine learning, robust … WH Chen, F You Applied Energy 372, 123802, 2024 | | 2024 |
MPC for the Indoor Climate Control and Energy Optimization of a Building-Integrated Rooftop Greenhouse Systems WH Chen, F You IFAC-PapersOnLine 58 (13), 164-169, 2024 | | 2024 |