Publications
] . "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)
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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.
. "An Improved Simple Chilled Water Cooling Coil Model." SimBuild 2012 IBPSA Conference. 2012. LBNL-6031E. PDF (1006.14 KB)
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PDF (1006.14 KB). "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294. PDF (1.11 MB)
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PDF (1.11 MB). "Investigation of the possibility of applying natural ventilation for thermal comfort in residential buildings in Singapore." Architectural Science Review 50 (2007) 190-199.
. "Occupancy prediction through Markov based feedback recurrent neural network (M-FRNN) algorithm with WiFi probe technology." Building and Environment 138 (2018) 160 - 170. PDF (1.94 MB)
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PDF (1.94 MB). "Buildings.Occupants: a Modelica package for modelling occupant behaviour in buildings." Journal of Building Performance Simulation (2018) 1 - 12. PDF (645.02 KB)
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PDF (645.02 KB). "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).
. "The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes." Building and Environment 151 (2019) 219 - 227. PDF (1.17 MB)
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PDF (1.17 MB). "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.
. "Forecasting district-scale energy dynamics through integrating building network and long short-term memory learning algorithm." Applied Energy 248 (2019) 217 - 230. PDF (1.24 MB)
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PDF (1.24 MB). "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.
. "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.
. "Learning occupants’ indoor comfort temperature through a Bayesian inference approach for office buildings in United States." Renewable and Sustainable Energy Reviews (2019) 109593. PDF (1.84 MB)
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PDF (1.84 MB). "Modeling occupancy distribution in large spaces with multi-feature classification algorithm." Building and Environment 137 (2018). PDF (912.79 KB)
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PDF (912.79 KB). "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)
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PDF (2.25 MB). "Modeling of Heat Transfer in Rooms in the Modelica "Buildings" Library." 12th Conference of International Building Performance Ssimulation Association 2011: 1096-1103. LBNL-5563E. PDF (564.83 KB)
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PDF (564.83 KB). "Building Design Optimization Using a Convergent Pattern Search Algorithm with Adaptive Precision Simulations." Energy and Buildings 37 (2004) 603-612.
. "Using SPARK as a solver for Modelica." Proc. of the 3rd SimBuild Conference 2008. LBNL-634E. PDF (299.17 KB)
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PDF (299.17 KB). "A Modular Building Controls Virtual Test Bed for the Integration of Heterogeneous Systems." SimBuild 2008, July 30-August 1. Berkeley, CA, 2008. LBNL-650E. PDF (154.83 KB)
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PDF (154.83 KB). "Multizone Building Model for Thermal Building Simulation in Modelica." Proc. of the 5th International Modelica Conference 2006: 517-526.
. "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)
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PDF (2.84 MB). "BuildOpt - A new building energy simulation program that is built on smooth models." Building and Environment 40.8 (2004). LBNL-54657.
