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Bridging performance gap for existing buildings: the role of calibration and the cascading effect
S Zhan, M Zhu, S Cheng, A Chong
Building Simulation, 2024
Energy flexibility quantification of a tropical net-zero office building using physically consistent neural network-based model predictive control
W Liang, H Li, S Zhan, A Chong, T Hong
Advances in Applied Energy, 2024
Experimental evaluation of thermal adaptation and transient thermal comfort in a tropical mixed-mode ventilation context
Y Lei, ZD Tekler, S Zhan, C Miller, A Chong
Building and Environment, 2024
Improving energy flexibility and PV self-consumption for a tropical net zero energy office building
S Zhan, B Dong, A Chong
Energy and Buildings, 2023
ROBOD, room-level occupancy and building operation dataset
ZD Tekler, E Ono, Y Peng, S Zhan, B Lasternas, A Chong
Building Simulation, 2022
A practical deep reinforcement learning framework for multivariate occupant-centric control in buildings
Y Lei, S Zhan, E Ono, Y Peng, Z Zhang, T Hasama, A Chong
Applied Energy, 2022
Impact of occupant related data on identification and model predictive control for buildings
S Zhan, Y Lei, Y Jin, D Yan, A Chong
Applied Energy, 2022
Calibrating building simulation models using multi-source datasets and meta-learned Bayesian optimization
S Zhan, G Wichern, C Laughman, A Chong, A Chakrabarty
Energy and Buildings, 2022
Forecasting building occupancy: A temporal-sequential analysis and machine learning integrated approach
Y Jin, D Yan, X Kang, A Chong, S Zhan
Energy and Buildings, 2021
Data science for building energy efficiency: A comprehensive text-mining driven review of scientific literature
MM Abdelrahman, S Zhan, C Miller, A Chong
Energy and Buildings, 2021
Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective
S Zhan, A Chong
Renewable and Sustainable Energy Reviews, 2021
Building occupancy and energy consumption: Case studies across building types
S Zhan, A Chong
Energy and Built Environment, 2021
Automated recognition and mapping of building management system (BMS) data points for building energy modeling (BEM)
S Zhan, A Chong, B Lasternas
Building Simulation, 2021
Building categorization revisited: A clustering-based approach to using smart meter data for building energy benchmarking
S Zhan, Z Liu, A Chong, D Yan
Applied energy, 2020