Publications
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. "Occupancy prediction through Markov based feedback recurrent neural network (M-FRNN) algorithm with WiFi probe technology." Building and Environment 138 (2018) 160 - 170. 
PDF (1.94 MB)
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PDF (1.94 MB). "OpenBuildingControl: Modeling Feedback Control as a Step Towards Formal Design, Specification, Deployment and Verification of Building Control Sequences." 2018 Building Performance Modeling Conference and SimBuild co-organized by ASHRAE and IBPSA-USA. Chicago, IL, 2018.
. "Performance-Based Evaluation of Courtyard Design in China’s Cold-Winter Hot-Summer Climate Regions." Sustainability 10.11 (2018) 3950. PDF (2.55 MB)
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PDF (2.55 MB). "Simplifications for hydronic system models in Modelica." Journal of Building Performance Simulation (2018).
. "Translating climate change and heating system electrification impacts on building energy use to future greenhouse gas emissions and electric grid capacity requirements in California." Applied Energy 225 (2018) 522 - 534. PDF (1.39 MB)
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PDF (1.39 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). 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). "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). "Energy saving potential of a two-pipe system for simultaneous heating and cooling of office buildings." Energy and Buildings 134 (2017) 234 - 247. PDF (2.41 MB)
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PDF (2.41 MB). "MPCPy: An Open-Source Software Platform for Model Predictive Control in Buildings." Proceedings of the 15th IBPSA Conference: Building Simulation 2017. San Francisco, 2017. LBNL-2001226. PDF (844.06 KB)
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PDF (844.06 KB). "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). "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). "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). "Modelica Buildings Library." (2015). LBNL-1002944. PDF (934.09 KB)
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PDF (934.09 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). 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). "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). "Functional Mock-Up Unit Import in EnergyPlus For Co-Simulation." 13th Conference of International Building Performance Simulation 2013. LBNL-6413E. PDF (1.51 MB)
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PDF (1.51 MB). "Comparative research in building energy modeling programs." China Annual HVACR Conference. China (in Chinese), 2012.
. Comparison of Building Energy Modeling Programs: Building Loads. 2012. LBNL-6034E. PDF (1.46 MB)
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PDF (1.46 MB). "The Energy Saving Potential of Membrane-Based Enthalpy Recovery in Vav Systems for Commercial Office Buildings." SimBuild 2012 IBPSA Conference. 2012. LBNL-6032E. PDF (1.11 MB)
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PDF (1.11 MB). "The Energy Saving Potential of Membrane-Based Enthalpy Recovery in VAV System for Commercial Office Buildings." SimBuild 2012. Madison, Wisconsin, 2012.
. "A framework for simulation-based real-time whole building performance assessment." Building and Environment 54 (2012) 100-108. 0360-1323. PDF (1.71 MB)
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PDF (1.71 MB)