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 Library of HVAC Component Models for use in Automated Diagnostics." SimBuild 2006 2006. PDF (296.5 KB)
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PDF (296.5 KB). Library of component reference models for fault detection. 2003. LBNL-53505.
. "A Library of Building Occupant Behaviour Models Represented in a Standardised Schema." Energy Efficiency (2018). PDF (390 KB)
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PDF (390 KB). "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). "Key Factors - Methodology for Enhancement and Support of Building Energy Performance." Building Simulation 2009. Glasgow, Scotland, 2009.
. "Investigation of the Reliability of Building Emulators for Testing Energy Management and Control Systems." ASHRAE Transactions 100.Pt. 1 (1994).
. "Investigation of the possibility of applying natural ventilation for thermal comfort in residential buildings in Singapore." Architectural Science Review 50 (2007) 190-199.
. "An inverse approach to solving zone air infiltration rate and people count using indoor environmental sensor data." Energy and Buildings 198 (2019) 228 - 242. PDF (7.49 MB)
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PDF (7.49 MB). "Introduction to an occupant behavior motivation survey framework." (2016). LBNL-1004496. PDF (429.75 KB)
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PDF (429.75 KB). "The Integration of Graphic and Thermal Simulation Models." Computer Graphics '85 Conference 1985.
. "The Integration of Engineering and Architecture: a Perspective on Natural Ventilation for the new San Francisco Federal Building." 2002 ACEEE Summer Study on Energy Efficiency in Buildings 2002. LBNL-51134. PDF (395.14 KB)
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PDF (395.14 KB). "Integrating the Specification, Acquisition and Processing of Building Performance Information." 12th International Conference on Computing in Civil and Building Engineering. Beijing, China, 2008.
. "Integrating physics-based models with sensor data: An inverse modeling approach." Building and Environment 154 (2019) 23 - 31. PDF (275.63 KB)
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PDF (275.63 KB). "Integrated Static Pressure Reset with Fan Air Flow Station in Dual-duct VAV System Control." ASME Energy Sustainability. Long Beach, CA, 2007.
. "Integrated Design for High Performance Buildings." (2014). LBNL-6991E. PDF (1.02 MB)
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PDF (1.02 MB). "Integrated building design system." HV&AC, in Chinese 6 (1995).
. "An Insight into Actual Energy Use and Its Drivers in High-Performance Buildings." (2015). LBNL-180169. PDF (1.24 MB)
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PDF (1.24 MB). "The Influence of Tuning on the Performance of a Building Control System." System Simulation in Buildings '90 1990.
. "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 In-Depth Analysis of Space Heating Energy Use in Office Buildings." ACEEE 2012 Summer Study. Asilomar, CA: ACEEE, 2012. LBNL-5732E. PDF (1.27 MB)
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PDF (1.27 MB). "Incorporating machine learning with building network analysis to predict multi-building energy use." Energy and Buildings 186 (2019) 80 - 97. PDF (2.38 MB)
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PDF (2.38 MB). "Improving the Data Available to Simulation Programs." IBPSA Building Simulation 2005. Montreal, Canada, 2005.
. "Improving the accuracy of energy baseline models for commercial buildings with occupancy data." Applied Energy (2016). PDF (2.19 MB)
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PDF (2.19 MB). "Improving Control and Operation of a Single Duct VAV System through CCLEP." ASHRAE Transactions 115.2 (2009) 760-768.
