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Shiyu Yang
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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
2532020
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
1092018
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
812021
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
702019
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
682020
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
582021
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
402022
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
372019
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
282022
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
262022
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
242018
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
202023
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
182023
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
122018
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
122016
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
112023
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
72023
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
62018
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
52024
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
42016
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