Publications
] . "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.
. "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). "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). "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.
. "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). "A numerical study of Trombe wall for enhancing stack ventilation in buildings." The 23rd International Conference on Passive and Low Energy Architecture, Geneva. 2006.
. "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). "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.
. "The Energy Saving Potential of Membrane-Based Enthalpy Recovery in VAV System for Commercial Office Buildings." SimBuild 2012. Madison, Wisconsin, 2012.
. "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). "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). "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. PDF (813.7 KB)
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PDF (813.7 KB). "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.
. "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)
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PDF (1.11 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). "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). "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.
. "Multizone Building Model for Thermal Building Simulation in Modelica." Proc. of the 5th International Modelica Conference 2006: 517-526.
. "A convergent optimization method using pattern search algorithms with adaptive precision simulation." Building Services Engineering Research and Technology 25.4 (2004) 327-338.
. "A Modelica-Based Model Library for Building Energy and Control Systems." Building Simulation '09. Glasgow, Scotland, 2008.
. "Using SPARK as a Solver for Modelica." SimBuild 2008. Berkeley, CA, USA, 2008.
. "Modelica Buildings Library." (2015). LBNL-1002944. PDF (934.09 KB)
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PDF (934.09 KB)