Publications
] . "Coupled simulations for naturally ventilated rooms between building simulation (BS) and computational fluid dynamics (CFD) for better prediction of indoor thermal environment." Building and Environment 44.1 (2009) 95-112.
. "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.
. "A coupling method to increase the accuracy of natural ventilation prediction in thermal simulation program." the 2nd International conference on sustainable architecture and urban design in tropical regions, Jogjakarta. 2006.
. "The Energy Saving Potential of Membrane-Based Enthalpy Recovery in VAV System for Commercial Office Buildings." SimBuild 2012. Madison, Wisconsin, 2012.
. "A convenient coupled simulation method for thermal environment prediction in naturally ventilated buildings." 2nd PALENC conference and 28th AIVC conference, 27-29 September. 2007.
. "Predicting plug loads with occupant count data through a deep learning approach." Energy 181 (2019) 29 - 42. 
PDF (1.28 MB)
Related Files
PDF (1.28 MB). "The Energy Saving Potential of Membrane-Based Enthalpy Recovery in Vav Systems for Commercial Office Buildings." SimBuild 2012 IBPSA Conference. 2012. LBNL-6032E. PDF (1.11 MB)
Related Files
PDF (1.11 MB). "Coupling between the CFD simulation and building simulation for better prediction of natural ventilation." the 2nd International conference on sustainable architecture and urban design in tropical regions, Jogjakarta. 2006.
. "Data fusion in predicting internal heat gains for office buildings through a deep learning approach." Applied Energy 240 (2019) 386 - 398. PDF (1004.68 KB)
Related Files
PDF (1004.68 KB). "Facade design optimization for naturally ventilated residential buildings in Singapore." Energy and Buildings 39.8 (2007) 954-961.
. "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. PDF (1.86 MB)
Related Files
PDF (1.86 MB). "Discussion of strategies for UK zero energy building design." 2nd PALENC conference and 28th AIVC conference, 27-29 September. 2007.
. "Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification." Applied Energy 236 (2019) 55 - 69. PDF (2.05 MB)
Related Files
PDF (2.05 MB). "A numerical study of vertical solar chimney for Enhancing stack ventilation in buildings." The 21st International Conference on Passive and Low Energy Architecture, The Netherlands. 2004.
. "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294. PDF (1.11 MB)
Related Files
PDF (1.11 MB). "A Case Study Demonstrating the Utility of Inter-Program Comparative Testing for Diagnosing Errors in Building Simulation Programs." eSim 2006 2006.
. "Analysis of heating load diversity in German residential districts and implications for the application in district heating systems." Energy and Buildings 139 (2017) 302-313. PDF (2.25 MB)
Related Files
PDF (2.25 MB). "Recent developments of the Modelica Buildings library for building energy and control systems." the 8th International Modelica Conference 2011. LBNL-4793E. PDF (427.93 KB)
Related Files
PDF (427.93 KB). BuildOpt 1.0.1 validation. 2004. LBNL-54658.
. "A convergent optimization method using pattern search algorithms with adaptive precision simulation." Building Services Engineering Research and Technology 25.4 (2004) 327-338.
. "Control Description Language." 1st American Modelica Conference. 2018. LBNL-2001219. PDF (1011.1 KB)
Related Files
PDF (1011.1 KB). "Using SPARK as a Solver for Modelica." SimBuild 2008. Berkeley, CA, USA, 2008.
. "Design choices for thermofluid flow components and systems that are exported as Functional Mockup Units." (2015). LBNL-1002826. PDF (494.49 KB)
Related Files
PDF (494.49 KB). "A Modelica-Based Model Library for Building Energy and Control Systems." Building Simulation '09. Glasgow, Scotland, 2008.
