Zhe Wang

Reinforcement learning for building controls: The opportunities and challenges

Zhe Wang, Tianzhen Hong · Applied Energy · 2020 · 529 citations · Full text

Architecture, Building Science, Markov Decision Processes +9

Building thermal load prediction through shallow machine learning and deep learning

Zhe Wang, Tianzhen Hong, Mary Ann Piette · Applied Energy · 2020 · 474 citations · Full text

Engineering, Building Science, Computer Science +15

State-of-the-art on research and applications of machine learning in the building life cycle

Tianzhen Hong, Zhe Wang, Xuan Luo et al. · Energy and Buildings · 2020 · 324 citations · Full text

Architecture, Architectural Engineering, Building Science +14

Human metabolic rate and thermal comfort in buildings: The problem and challenge

Maohui Luo, Zhe Wang, Kevin Ke et al. · Building and Environment · 2018 · 220 citations · Full text

Architecture, Architectural Engineering, Building Science +14

Field demonstration and implementation analysis of model predictive control in an office HVAC system

David Blum, Zhe Wang, Christopher Weyandt et al. · Applied Energy · 2022 · 185 citations · Full text

Architecture, Architectural Engineering, Systems Engineering +17