Publications
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. "Energy retrofit analysis toolkit for commercial buildings: A review." 89 (2015) 1087-1100. LBNL-1004503.
. "Green, Clean, & Mean: Pushing the Energy Envelope in Tech Industry Buildings." 2015. LBNL-1005070E. 
PDF (6.7 MB)
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PDF (6.7 MB). "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). "Occupancy Schedules Learning Process Through a Data Mining Framework." Energy and Buildings 88 (2015) 395-408. LBNL-180204. PDF (1017.49 KB)
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PDF (1017.49 KB). "Occupant Behavior Modeling for Building Performance Simulation: Current State and Future Challenges." Energy and Buildings 107 (2015) 264-278. LBNL-1004504. PDF (1.35 MB)
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PDF (1.35 MB). "An Ontology to Represent Energy-Related Occupant Behavior in Buildings. Part II: Implementation of the DNAS framework using an XML schema." Building and Environment 94.1 (2015) 196-205. LBNL-1004501. PDF (532.05 KB)
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PDF (532.05 KB). "An Ontology to Represent Energy-related Occupant Behavior in Buildings Part I: Introduction to the DNAs Framework." Building and Environment 92 (2015) 764-777. LBNL-180349. PDF (488.98 KB)
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PDF (488.98 KB). "A pattern-based automated approach to building energy model calibration." (2015). LBNL-1004495. PDF (1.5 MB)
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PDF (1.5 MB). "Simulation of Occupancy in Buildings." Energy and Buildings 87 (2015) 348-359. LBNL-180424. PDF (933.28 KB)
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PDF (933.28 KB). "Simulation Speed Analysis and Improvements of Modelica Models for Building Energy Simulation." (2015). LBNL-1002904. PDF (684.67 KB)
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PDF (684.67 KB). "Updates to the China Design Standard for Energy Efficiency in Public Buildings." Energy Policy 87 (2015) 187-198. LBNL-1004493. PDF (2.11 MB)
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PDF (2.11 MB). "Advances in research and applications of energy-related occupant behavior in buildings." Energy and Buildings 116 (2016) 694-702. LBNL-1004497. PDF (1.13 MB)
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PDF (1.13 MB). "An Agent-Based Occupancy Simulator for Building Performance Simulation." 2016. LBNL-1004492. PDF (1.86 MB)
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PDF (1.86 MB). "A Comparative Study on Energy Performance of Variable Refrigerant Flow Systems and Variable Air Volume Systems in Office Buildings." Applied Energy (2016). PDF (1.13 MB)
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PDF (1.13 MB). "The Impact of Evaporation Process on Thermal Performance of Roofs - Model Development and Numerical Analysis." Energy and Buildings (2016). PDF (967.07 KB)
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PDF (967.07 KB). "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). "Introduction to an occupant behavior motivation survey framework." (2016). LBNL-1004496. PDF (429.75 KB)
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PDF (429.75 KB). "Modeling and Simulation of Operational Faults of HVAC Systems Using Energyplus." 2016. LBNL-1004498. PDF (455.8 KB)
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PDF (455.8 KB). "Occupancy data analytics and prediction: a case study." 2016. PDF (1.46 MB)
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PDF (1.46 MB). "A Simulation Approach to Estimate Energy Savings Potential of Occupant Behavior Measures." Energy and Buildings (2016). PDF (1.55 MB)
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PDF (1.55 MB). An Agent-Based Stochastic Occupancy Simulator. 2017. PDF (1.45 MB)
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PDF (1.45 MB). "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). Automatic Generation and Simulation of Urban Building Energy Models Based on City Datasets for City-Scale Building Retrofit Analysis. 2017. PDF (1.64 MB)
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PDF (1.64 MB). "Comparison of typical year and multiyear building simulations using a 55-year actual weather data set from China." Applied Energy 195 (2017) 890-904. PDF (1.24 MB)
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PDF (1.24 MB). Data Analytics and Optimization of an Ice-Based Energy Storage System for Commercial Buildings. 2017. PDF (3.43 MB)
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PDF (3.43 MB)