Building thermal modeling and model predictive control with physically consistent deep learning for decarbonization and energy optimization T Xiao, F You Applied Energy 342, 121165, 2023 | 46 | 2023 |
Recurrent neural-network-based model predictive control of a plasma etch process T Xiao, Z Wu, PD Christofides, A Armaou, D Ni Industrial & Engineering Chemistry Research 61 (1), 638-652, 2021 | 21 | 2021 |
Multiscale modeling and neural network model based control of a plasma etch process T Xiao, D Ni Chemical Engineering Research and Design 164, 113-124, 2020 | 12 | 2020 |
Physically consistent deep learning-based day-ahead energy dispatching and thermal comfort control for grid-interactive communities T Xiao, F You Applied Energy 353, 122133, 2024 | 11 | 2024 |
Multiscale modeling and recurrent neural network based optimization of a plasma etch process T Xiao, D Ni Processes 9 (1), 151, 2021 | 9 | 2021 |
Physically Consistent Deep Learning-Based Model Predictive Control for Community Energy Management T Xiao, F You Chemical Engineering Transactions 103, 103-108, 2023 | 1 | 2023 |
Energy Scheduling and Control of Grid-Interactive Communities with Physically Consistent Deep Learning T Xiao, F You 2024 American Control Conference (ACC), 3013-3018, 2024 | | 2024 |