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Khee P. Lam

Affiliations: 
Carnegie Mellon University, Pittsburgh, PA 
Area:
Architectural Engineering, Computer Science, Mechanical Engineering
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"Khee Lam"
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Parents

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Children

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Bing 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
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