Publications
"Data fusion in predicting internal heat gains for office buildings through a deep learning approach." Applied Energy 240 (2019) 386 - 398.
. "Facade design optimization for naturally ventilated residential buildings in Singapore." Energy and Buildings 39.8 (2007) 954-961.
. "The impacts of facade and ventilation strategies on indoor thermal environment for a naturally ventilated residential building in Singapore." the 10th International conference on Indoor Air Quality and Climate, Beijing. 2005.
. "Coupled simulations for naturally ventilated residential buildings." Automation in Construction 17.4 (2008) 386-398.
. "Occupancy prediction through machine learning and data fusion of environmental sensing and Wi-Fi sensing in buildings." Automation in Construction 94 (2018) 233 - 243.
. "Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification." Applied Energy 236 (2019) 55 - 69.
. "The impacts of facade designs: orientations, window to wall ratios and shading devices on indoor environment for naturally ventilated residential buildings in Singapore." the 23st International conference on Passive and Low energy architecture, Geneva. 2006.
. "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294.
. "Effect of Particle Material on the Static Thermal Conductivity of Nanofluids." Heat Transfer Conference. San Francisco, CA, 2005.
. "Development of an isothermal 2D zonal air volume model with impulse conservation." Clima 2010, 10th Rehva World Congress "Sustainable Energy Use in Buildings". Antalya, Turkey, 2010.
. "Dynamic equation-based thermo-hydraulic pipe model for district heating and cooling systems." Energy Conversion and Management 151 (2017). 2001049.
. "Comparison of MPC Formulations for Building Control under Commercial Time-of-Use Tariffs." IEEE PowerTech Milan 2019. 2019.
. "Use of Building Emulators to Evaluate the Performance of Building Energy Management Systems." Building Simulation '91 1991: 209-213.
. A Technical Framework to Describe Occupant Behavior for Building Energy Simulations. 2014. LBNL-6671E.
. "An implementation of co-simulation for performance prediction of innovative integrated HVAC systems in buildings." Proc. of the 11th IBPSA Conference 2009: 724-731.
. "Co-simulation of innovative integrated HVAC systems in buildings." Journal of Building Performance Simulation 2.3 (2009) 209-230.
. "Comparison of Co-Simulation Approaches for Building and HVAC/R System Simulation." Proc. Building Simulation 2007. Beijing, China, 2007.
. "Comparison of co-simulation approaches for building and HVAC/R system simulation.
." Proc. of the 10th IBPSA Conference 2007: 1418-1425.
. "Co-simulation for performance prediction of integrated building and HVAC systems - An analysis of solution characteristics using a two-body system." Simulation Modelling Practice and Theory 18.7 (2010) 957-970.
. "Multi-Criteria Optimisation using Past, Real Time and Predictive Performance Benchmarks." Simulation Modelling Practice and Theory 19.4 (2011) 1258-1265.
. "Multi-criteria optimisation using past, historical, real time and predictive performance benchmarks." SEEP 2009: 3rd International Conference on Sustainable Energy & Environmental Protection. 2009.
. "Zero Energy Buildings: A Critical Look at the Definition." 2006 ACEEE Summer Study on Energy Efficiency in Buildings 2006.
. "Radiant Slab Cooling: A Case Study of Building Energy Performance." SimBuild 2006 2006.
. . "A pattern-based automated approach to building energy model calibration." (2015). LBNL-1004495.
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