Publications
] . "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). "A Tale of Three District Energy Systems: Metrics and Future Opportunities." 2016 ACEEE Summer Study on Energy Efficiency in Buildings. 2016. PDF (1.17 MB)
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PDF (1.17 MB). "Accelerating the energy retrofit of commercial buildings using a database of energy efficiency performance." Energy (2015). LBNL-1004494. PDF (1006.75 KB)
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PDF (1006.75 KB). "Assessment of the Potential to Achieve Very Low Energy Use in Public Buildings in China with Advanced Window and Shading Systems." Buildings 5.2 (2015) 668-699. LBNL-187100. PDF (1.31 MB)
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PDF (1.31 MB). "Commercial Building Energy Saver: An energy retrofit analysis toolkit." Applied Energy 159 (2015). LBNL-1004502. PDF (1.86 MB)
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PDF (1.86 MB). "Data Analysis and Stochastic Modeling of Lighting Energy Use in Large Office Buildings in China." Energy and Buildings 86 (2015) 275-287. LBNL-180389. PDF (771.42 KB)
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PDF (771.42 KB). "Data Mining of Space Heating System Performance in Affordable Housing." Building and Environment 89 (2015) 1-13. LBNL-180239. PDF (1.05 MB)
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PDF (1.05 MB). "A Data-mining Approach to Discover Patterns of Window Opening and Closing Behavior in Offices." (2015). LBNL-180274. PDF (1.09 MB)
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PDF (1.09 MB). "DEEP: A Database of Energy Efficiency Performance to Accelerate Energy Retrofitting of Commercial Buildings." (2015). LBNL-180309. PDF (391.32 KB)
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PDF (391.32 KB). "Design choices for thermofluid flow components and systems that are exported as Functional Mockup Units." (2015). LBNL-1002826. PDF (494.49 KB)
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PDF (494.49 KB). "Development and validation of a new variable refrigerant flow systemmodel in EnergyPlus." Energy and Buildings 117 (2015). LBNL-1004499. PDF (3.18 MB)
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PDF (3.18 MB). "Energy retrofit analysis toolkit for commercial buildings: A review." 89 (2015) 1087-1100. LBNL-1004503.
. "Equation-based languages – A new paradigm for building energy modeling, simulation and optimization." Energy and Buildings 117 (2015) 290-300. LBNL-1003383. PDF (2.84 MB)
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PDF (2.84 MB). "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). "Modelica Buildings Library." (2015). LBNL-1002944. PDF (934.09 KB)
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PDF (934.09 KB). "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)