Khee Poh Lam

Latest

• The effects of a mismatch between thermal comfort modeling and HVAC controls from an occupancy perspective
• Effects of ceiling fans on airborne transmission in an air-conditioned space
• A new BIM to BEM framework: The development and verification of an open-source gbXML to EnergyPlus translator for supporting building life cycle performance analysis
• Whole building energy model for HVAC optimal control: A practical framework based on deep reinforcement learning
• A Deep Reinforcement Learning Approach to Using Whole Building Energy Model For HVAC Optimal Control
• A comparison of MCMC algorithms for the Bayesian calibration of building energy models
• Bayesian calibration of building energy models with large datasets
• Improving evolutionary algorithm performance for integer type multi-objective building system design optimization
• Imputation of missing values in building sensor data
• Multi-objective optimization of building envelope, lighting and HVAC system designs
• Uncertainty analysis and parameter estimation of HVAC systems in building energy models
• Uncertainty analysis in building energy simulation: A practical approach