Publications
] . "Cross-source sensing data fusion for building occupancy prediction with adaptive lasso feature filtering." Building and Environment 162 (2019) 106280. 
PDF (1.36 MB)
Related Files
PDF (1.36 MB). "An Improved Simple Chilled Water Cooling Coil Model." SimBuild 2012 IBPSA Conference. 2012. LBNL-6031E. PDF (1006.14 KB)
Related Files
PDF (1006.14 KB). "Investigation of the possibility of applying natural ventilation for thermal comfort in residential buildings in Singapore." Architectural Science Review 50 (2007) 190-199.
. "A numerical study of Trombe wall for enhancing stack ventilation in buildings." The 23rd 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).
. "Thermal analysis of climate environments based on weather data in Singapore for naturally ventilated buildings." 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.
. "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). "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.
. "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). "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.
. "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). "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). "The Energy Saving Potential of Membrane-Based Enthalpy Recovery in VAV System for Commercial Office Buildings." SimBuild 2012. Madison, Wisconsin, 2012.
. "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). "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 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). "BuildOpt - A new building energy simulation program that is built on smooth models." Building and Environment 40.8 (2004). LBNL-54657.
. "Equation-based languages – A new paradigm for building energy modeling, simulation and optimization." Energy and Buildings 117 (2015) 290-300. LBNL-1003383. PDF (2.84 MB)
Related Files
PDF (2.84 MB). "Co-simulation of building energy and control systems with the Building Controls Virtual Test Bed." Journal of Building Performance Simulation 3.4 (2011). PDF (1.41 MB)
Related Files
PDF (1.41 MB). "Control Description Language." 1st American Modelica Conference. 2018. LBNL-2001219. PDF (1011.1 KB)
Related Files
PDF (1011.1 KB). Quayside Energy Systems Analysis. 2019. LBNL 2001197. PDF (1.25 MB)
Related Files
PDF (1.25 MB). "Modelica-based Modeling and Simulation to Support Research and Development in Building Energy and Control Systems." Journal of Building Performance Simulation 2.2 (2009) 143-161. LBNL-2740E.
. "GenOpt - A Generic Optimization Program." . Proc. of the 7th IBPSA Conference 2001: 601-608. LBNL-48371. PDF (129.23 KB)
Related Files
PDF (129.23 KB)