Publications
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. "Design of Underlying Network Infrastructure of Smart Buildings." 2008 IET 4th International Conference on Intelligent Environments. Seattle, WA, 2008.
. "Development and Testing of Model Predictive Control for a Campus Chilled Water Plant with Thermal Storage." 2010 ACEEE Summer Study on Energy Efficiency in Buildings. Asilomar, California, USA: Omnipress, 2010.
. "Development of an isothermal 2D zonal air volume model with impulse conservation." Clima 2010, 10th Rehva World Congress "Sustainable Energy Use in Buildings". Antalya, Turkey, 2010. 
PDF (160.71 KB)
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PDF (160.71 KB). "Data Enviroments and Processing in Sem-Automated Simulation with EnergyPlus." CIB W078-W102. Sophia Antipolis, France, 2011.
. "Development of a user interface for the EnergyPlus whole building energy simulation program." IBPSA Building Simulation 2011. Sydney, Australia, 2011.
. Data Analysis and Modeling of Lighting Energy Use in Large Office Buildings. 2013. PDF (1.74 MB)
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PDF (1.74 MB). "A Detailed Loads Comparison of Three Building Energy Modeling Programs: EnergyPlus, DeST and DOE-2.1E." Building Simulation 6.3 (2013) 323-335. PDF (597.89 KB)
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PDF (597.89 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). "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). 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). "Development of Automated Procedures to Generate Reference Building Models for ASHRAE Standard 90.1 and India’s Building Energy Code and Implementation in OpenStudio." Building Simulation 2017. San Francisco, CA, 2017. LBNL-2001052. PDF (591.89 KB)
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PDF (591.89 KB). "Dynamic equation-based thermo-hydraulic pipe model for district heating and cooling systems." Energy Conversion and Management 151 (2017). 2001049. PDF (1.9 MB)
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PDF (1.9 MB). "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)
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PDF (1004.68 KB). "Development of city buildings dataset for urban building energy modeling." Energy and Buildings 183 (2019) 252 - 265. PDF (1.41 MB)
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PDF (1.41 MB)