Publications
"Cross-source sensing data fusion for building occupancy prediction with adaptive lasso feature filtering." Building and Environment 162 (2019) 106280.
. "Investigation of the possibility of applying natural ventilation for thermal comfort in residential buildings in Singapore." Architectural Science Review 50 (2007) 190-199.
. "Natural ventilation simulation by using coupling building simulation and CFD simulation program for accurate prediction of indoor thermal environment." the 23st International conference on Passive and Low energy architecture , Geneva. 2006.
. "Design, Construction and Commissioning of Building Emulators for EMCS Applications." ASHRAE Transactions 100.Pt. 1 (1994).
. "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 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.
. "Uncertainties in energy consumption introduced by building operations and weather for a medium-size office building." Energy and Buildings 53 (2012) 152 - 158. LBNL-5888E.
. "Predicting plug loads with occupant count data through a deep learning approach." Energy 181 (2019) 29 - 42.
. "Data fusion in predicting internal heat gains for office buildings through a deep learning approach." Applied Energy 240 (2019) 386 - 398.
. "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.
. "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 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.
. "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294.
. "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.
. "BuildOpt - A new building energy simulation program that is built on smooth models." Building and Environment 40.8 (2004). LBNL-54657.
. "A Modelica-based model library for building energy and control systems." Proceedings of the 11th IBPSA Conference. Glasgow, Scotland, 2009. 652-659. LBNL-2739E.
. "Control Description Language." 1st American Modelica Conference. 2018. LBNL-2001219.
. "Co-simulation of building energy and control systems with the Building Controls Virtual Test Bed." Journal of Building Performance Simulation 3.4 (2011).
. Quayside Energy Systems Analysis. 2019. LBNL 2001197.
. "Modelica Buildings Library." (2015). LBNL-1002944.
. "Comparison of a generalized pattern search and a genetic algorithm optimization method." . Proc. of the 8th IBPSA Conference 2003: 1401-1408.
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