Publications
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] Filters: Keyword is energy efficiency [Clear All Filters]
. "Building fault detection and diagnostics: Achieved savings, and methods to evaluate algorithm performance." Building and Environment 168 (2020) 106505. 
PDF (3.7 MB)
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PDF (3.7 MB). "A Community Energy Operations and Planning System: Concept, Use cases, Metrics, and Benefits." The American Council for an Energy-Efficient Economy. 2020. PDF (1.32 MB)
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PDF (1.32 MB). Energy and BehaviourDeveloping quantitative insights on building occupant behaviour: Supporting modelling tools and datasets. Elsevier, 2020. PDF (886.11 KB)
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PDF (886.11 KB). "Harvesting the low-hanging fruit of high energy savings -- Virtual Occupancy using Wi-Fi Data." ACEEE Summer Study. Virtual, 2020. PDF (3.69 MB)
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PDF (3.69 MB). High-Performance Integrated Window and Façade Solutions for California. Sacramento: California Energy Commission, 2020. PDF (3.68 MB)
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PDF (3.68 MB). "Messaging for Impact: Behavioral Science-Based Communication Strategies to Advance Energy Efficiency." ACEEE 2020 Summer Study on Energy Efficiency in Buildings. 2020. PDF (979.49 KB)
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PDF (979.49 KB). "Nexus of thermal resilience and energy efficiency in buildings: A case study of a nursing home." Building and Environment 177 (2020) 106842. PDF (2.23 MB)
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PDF (2.23 MB). "Spatio-temporal impacts of a utility’s efficiency portfolio on the distribution grid." Energy 212.118669 (2020). PDF (2.2 MB)
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PDF (2.2 MB). Accelerating the Deployment of Advanced Energy Communities: The Oakland EcoBlock A Zero Net Energy, Low Water Use Retrofit Neighborhood Demonstration Project. 2019. PDF (18.65 MB)
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PDF (18.65 MB). "Advanced Building Control via Deep Reinforcement Learning." Energy Procedia 158 (2019) 6158 - 6163. PDF (997.71 KB)
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PDF (997.71 KB). "Design of machine learning models with domain experts for automated sensor selection for energy fault detection." Applied Energy 235 (2019) 117 - 128. PDF (1.6 MB)
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PDF (1.6 MB). A Plug-Loads Game Changer: Computer Gaming Energy Efficiency without Performance Compromise. CEC, 2019. PDF (3.28 MB)
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PDF (3.28 MB). "Changing Institutional Procurement Behavior to Achieve Energy Savings." 2018 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA, 2018. LBNL-2001182. PDF (544.23 KB)
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PDF (544.23 KB). "Gradient boosting machine for modeling the energy consumption of commercial buildings." Energy and Buildings (2018). LBNL-2001097. PDF (1.21 MB)
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PDF (1.21 MB). "Modeling occupancy distribution in large spaces with multi-feature classification algorithm." Building and Environment 137 (2018). PDF (912.79 KB)
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PDF (912.79 KB). "The United States Federal Energy Management Program lighting energy efficiency 2017 update and impacts." Applied Energy 233-234 (2018) 99 - 104. PDF (1.15 MB)
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PDF (1.15 MB). "Categories and functionality of smart home technology for energy management." Building and Environment 123 (2017) 543 - 554.
. "Occupant thermal feedback for improved efficiency in university buildings." Energy and Buildings 144 (2017) 241 - 250.
. Small and Medium Building Efficiency Toolkit and Community Demonstration Program. 2017. LBNL-2001054. PDF (1.89 MB)
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PDF (1.89 MB). "A Thorough Assessment of China’s Standard for Energy Consumption of Buildings." Energy and Buildings (2017). PDF (1.5 MB)
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PDF (1.5 MB). "Action-Oriented Energy Benchmarking for Nonresidential Buildings." Proceedings of the IEEE 104.4 (2016) 697-712.
. "Assessing Energy Efficiency Opportunities in US Industrial and Commercial Building Motor Systems." Energy Efficiency in Motor Driven Systems, 2015. 2016. LBNL-1005023. PDF (243.26 KB)
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PDF (243.26 KB). "Job Creation and Energy Savings Through a Transition to Modern Off-grid Lighting." Energy for Sustainable Development 33 (2016) 155-166.
. United States Data Center Energy Usage Report. 2016. LBNL-1005775. PDF (3.85 MB)
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PDF (3.85 MB)