Publications
] . "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). "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). "Comparison of Building Energy Use Data Between the United States and China." Energy and Buildings 78 (2014) 165-175. LBNL-6669E. PDF (639.55 KB)
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PDF (639.55 KB). "Data and Analytics to Inform Energy Retrofit of High Performance Buildings." Applied Energy 126 (2014) 90-106.
. Development of Diagnostic and Measurement and Verification Tools for Commercial Buildings. California Energy Commission, 2014. LBNL-188324. PDF (2.6 MB)
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PDF (2.6 MB). "Integrated Design for High Performance Buildings." (2014). LBNL-6991E. PDF (1.02 MB)
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PDF (1.02 MB). "A New Model to Simulate Energy Performance of VRF Systems." 2014. LBNL-6666E. PDF (455.98 KB)
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PDF (455.98 KB). Review of Existing Energy Retrofit Tools. 2014. LBNL-6774E. PDF (2.07 MB)
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PDF (2.07 MB). "Revisit of Energy Use and Technologies of High Performance Buildings." 2014 ASHRAE Annual Conference. Seattle, WA: ASHRAE, 2014. LBNL-6667E. PDF (379.31 KB)
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PDF (379.31 KB)