Publications
] . "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.
. "Discussion of strategies for UK zero energy building design." 2nd PALENC conference and 28th AIVC conference, 27-29 September. 2007.
. "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). "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)
Related Files
PDF (2.05 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). "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). "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)
Related Files
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)
Related Files
PDF (645.02 KB). "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)
Related Files
PDF (1.17 MB). "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). "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)
Related Files
PDF (564.83 KB). "A convergent optimization method using pattern search algorithms with adaptive precision simulation." . Proceedings of the 8th IBPSA Conference 2003: 1393-1400.
. Quayside Energy Systems Analysis. 2019. LBNL 2001197. PDF (1.25 MB)
Related Files
PDF (1.25 MB). "BuildOpt - A new building energy simulation program that is built on smooth models." Building and Environment 40.8 (2005) 1085-1092.
. "Modelica Library for Building Heating, Ventilation and Air-Conditioning Systems." Proceedings of the 7th International Modelica Conference 2009. Paper PDF (358 KB) Abstract PDF (199.33 KB)
Related Files
Paper PDF (358 KB) Abstract PDF (199.33 KB). "Generic Optimization Program User Manual Version 3.0.0." 2009: 380-391. LBNL-2077E.
. "OpenBuildingControl: Modeling Feedback Control as a Step Towards Formal Design, Specification, Deployment and Verification of Building Control Sequences." 2018 Building Performance Modeling Conference and SimBuild co-organized by ASHRAE and IBPSA-USA. Chicago, IL, 2018.
