Model predictive control with adaptive machine-learning-based model for building energy efficiency and comfort optimization S Yang, MP Wan, W Chen, BF Ng, S Dubey Applied Energy 271, 115147, 2020 | 253 | 2020 |
A state-space thermal model incorporating humidity and thermal comfort for model predictive control in buildings S Yang, MP Wan, BF Ng, T Zhang, S Babu, Z Zhang, W Chen, S Dubey Energy and Buildings 170, 25-39, 2018 | 109 | 2018 |
Experiment study of machine-learning-based approximate model predictive control for energy-efficient building control S Yang, MP Wan, W Chen, BF Ng, S Dubey Applied Energy 288, 116648, 2021 | 81 | 2021 |
An adaptive robust model predictive control for indoor climate optimization and uncertainties handling in buildings S Yang, MP Wan, W Chen, BF Ng, D Zhai Building and Environment 163, 106326, 2019 | 70 | 2019 |
Experimental study of model predictive control for an air-conditioning system with dedicated outdoor air system S Yang, MP Wan, BF Ng, S Dubey, GP Henze, W Chen, K Baskaran Applied Energy 257, 113920, 2020 | 68 | 2020 |
Model predictive control for integrated control of air-conditioning and mechanical ventilation, lighting and shading systems S Yang, MP Wan, BF Ng, S Dubey, GP Henze, W Chen, K Baskaran Applied Energy 297, 117112, 2021 | 58 | 2021 |
Machine-learning-based model predictive control with instantaneous linearization–A case study on an air-conditioning and mechanical ventilation system S Yang, MP Wan Applied Energy 306, 118041, 2022 | 40 | 2022 |
Experimental study of a model predictive control system for active chilled beam (ACB) air-conditioning system S Yang, MP Wan, BF Ng, S Dubey, GP Henze, SK Rai, K Baskaran Energy and Buildings 203, 109451, 2019 | 37 | 2019 |
Model predictive control in phase-change-material-wallboard-enhanced building energy management considering electricity price dynamics S Yang, HO Gao, F You Applied Energy 326, 120023, 2022 | 28 | 2022 |
Model predictive control for Demand-and Market-Responsive building energy management by leveraging active latent heat storage S Yang, HO Gao, F You Applied Energy 327, 120054, 2022 | 26 | 2022 |
Model predictive control for building energy reduction and temperature regulation T Zhang, MP Wan, BF Ng, S Yang 2018 IEEE Green Technologies Conference (GreenTech), 100-106, 2018 | 24 | 2018 |
Building electrification and carbon emissions: Integrated energy management considering the dynamics of the electricity mix and pricing S Yang, HO Gao, F You Advances in Applied Energy 10, 100141, 2023 | 20 | 2023 |
Integrated optimization in operations control and systems design for carbon emission reduction in building electrification with distributed energy resources S Yang, HO Gao, F You Advances in Applied Energy 12, 100144, 2023 | 18 | 2023 |
Study on heating strategies of nose cone electrothermal anti-icing L Ding, S Chang, S Yang, M Leng Journal of Aircraft 55 (3), 1311-1316, 2018 | 12 | 2018 |
Analysis of aircraft integrated thermal management using fuel as heat sink S Qian, CS Nan, YS Yu 2016 IEEE International Conference on Aircraft Utility Systems (AUS), 774-779, 2016 | 12 | 2016 |
A machine-learning-based event-triggered model predictive control for building energy management S Yang, W Chen, MP Wan Building and Environment 233, 110101, 2023 | 11 | 2023 |
Sub-hourly measurement datasets from 6 real buildings: Energy use and indoor climate I Sartori, HT Walnum, KS Skeie, L Georges, MD Knudsen, P Bacher, ... Data in Brief 48, 109149, 2023 | 7 | 2023 |
Energy performance of an integrated automated blinds and dimmable lighting system with model-predictive control (MPC) AS Lamano, S Yang, MP Wan, M Zhou, J Zhou, S Babu, JN Sarvaiya, ... Proceedings of 4th International Conference on Building Energy, Environment …, 2018 | 6 | 2018 |
Demand flexibility and cost-saving potentials via smart building energy management: Opportunities in residential space heating across the US S Yang, HO Gao, F You Advances in Applied Energy 14, 100171, 2024 | 5 | 2024 |
旋转帽罩电加热防冰瞬态过程研究 杨诗雨, 常士楠, 高艳欣, 冷梦尧, 陶茂升 空气动力学学报, 2016 | 4 | 2016 |