Khee P. Lam
Affiliations: | Carnegie Mellon University, Pittsburgh, PA |
Area:
Architectural Engineering, Computer Science, Mechanical EngineeringGoogle:
"Khee Lam"Children
Sign in to add traineeBing Dong | grad student | 2010 | Carnegie Mellon |
Omer T. Karaguzel | grad student | 2013 | Carnegie Mellon |
Rongpeng Zhang | grad student | 2014 | Carnegie Mellon |
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Publications
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Zhang Z, Chong A, Pan Y, et al. (2019) Whole building energy model for HVAC optimal control: A practical framework based on deep reinforcement learning Energy and Buildings. 199: 472-490 |
Ding C, Lam KP. (2019) Data-driven model for cross ventilation potential in high-density cities based on coupled CFD simulation and machine learning Building and Environment. 165: 106394-106394 |
Ding C, Lam KP, Feng W. (2017) An Evaluation Index for Cross Ventilation Based on CFD Simulations and Ventilation Prediction Model Using Machine Learning algorithms Procedia Engineering. 205: 2948-2955 |
Chong A, Lam KP, Pozzi M, et al. (2017) Bayesian calibration of building energy models with large datasets Energy and Buildings. 154: 343-355 |
Luo X, Lam KP, Chen Y, et al. (2017) Performance evaluation of an agent-based occupancy simulation model Building and Environment. 115: 42-53 |
Ding C, Lam KP, Wong NH. (2016) Coupled Natural Ventilation Modeling for Contextual Parametric Design Decision Support Procedia Engineering. 169: 264-271 |
Xu W, Chong A, Karaguzel OT, et al. (2016) Improving evolutionary algorithm performance for integer type multi-objective building system design optimization Energy and Buildings. 127: 714-729 |
Zhao J, Lam KP, Ydstie BE, et al. (2016) Occupant-oriented mixed-mode EnergyPlus predictive control simulation Energy and Buildings. 117: 362-371 |
Zhao J, Lam KP, Biswas T, et al. (2015) An online platform to automate LEED energy performance evaluation and submission process Construction Innovation. 15: 313-332 |
Zhao J, Lam KP, Ydstie BE, et al. (2015) EnergyPlus model-based predictive control within design–build–operate energy information modelling infrastructure Journal of Building Performance Simulation. 8: 121-134 |