Publications
] . "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.
. "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.
. "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). "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). "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.
. "Case study of zero energy house design in UK." Energy and Buildings 41.11 (2009) 1215-1222.
. "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." Building and Environment 42.12 (2007) 4006-4015.
. "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.
. "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). "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). "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)
Related Files
PDF (1.94 MB). "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.
. "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). "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.
. "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)
Related Files
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.
