Publications
Publications by Research Area
] . "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). Developing Flexible, Networked Lighting Control Systems That Reliably Save Energy in California Buildings. California Energy Commission, 2019. PDF (13.06 MB)
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PDF (13.06 MB). "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). "Dressing for the Anthropocene*: A Future History." 2019. PDF (4.42 MB)
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PDF (4.42 MB). "Efficacy of occupancy-based smart ventilation control strategies in energy-efficient homes in the United States." Building and Environment 156 (2019) 253 - 267. LBNL-2001199. PDF (2.19 MB)
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PDF (2.19 MB). "Emerging Zero-Standby Solutions for Miscellaneous Electric Loads and the Internet of Things." Electronics 8.5 (2019).
. "The Energy Costs of Moisture." Home Energy Magazine 2019.
. Energy Efficiency and the Real Estate Lifecycle: Stakeholder Perspectives. 2019. LBNL 2001214. PDF (662.89 KB)
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PDF (662.89 KB). Energy Information Systems: From the Basement to the Boardroom. 2019. PDF (5.79 MB)
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PDF (5.79 MB). Energy Modeling in Urban Districts: Forecast of multi-sector Energy Use and GHG Emissions. 2019. 2001218. PDF (1.45 MB)
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PDF (1.45 MB). Energy Reporting: Device Demonstration, Communication Protocols, and Codes and Standards. Sacramento: California Energy Commission, 2019.
. "Energy savings with outdoor temperature-based smart ventilation control strategies in advanced California homes." Energy and Buildings 194 (2019) 317 - 327. 2001207. PDF (1.15 MB)
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PDF (1.15 MB). "Energy-saving opportunities of direct-DC loads in buildings." Applied Energy 248 (2019) 274 - 287. PDF (4.9 MB)
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PDF (4.9 MB). "Evaluation of an Integrated Pipe Water Cooling Strategy to Improve BIPV Structure Performance." ASES National Solar Conference 2019. PDF (1.06 MB)
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PDF (1.06 MB). "Evaluation of Methods to Assess the Uncertainty in Estimated Energy Savings." Energy and Buildings 193 (2019). PDF (1.26 MB)
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PDF (1.26 MB). "Evaluation of the Need for and Design of a City Energy Operations System." Proceedings of the 1st ACM International Workshop on Urban Building Energy Sensing, Controls, Big Data Analysis, and Visualization - UrbSys'19. New York, New York, USA: ACM Press, 2019.
. "Evaluation of U.S. Manufacturing Subsectors at Risk of Physical Water Shortages." Environmental Science & Technology (2019). PDF (1.1 MB)
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PDF (1.1 MB). Explaining jurisdictional compliance with California’s top-down streamlined solar permitting law (AB 2188). 2019. PDF (5.33 MB)
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PDF (5.33 MB). "Forecasting district-scale energy dynamics through integrating building network and long short-term memory learning algorithm." Applied Energy 248 (2019) 217 - 230. PDF (1.24 MB)
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PDF (1.24 MB). "From Theory to Practice: Lessons Learned from an Advanced M&V Commercial Pilot." International Energy Program Evaluation Conference. 2019. PDF (563.08 KB)
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PDF (563.08 KB). "Grid-interactive, efficient buildings: expanding value streams through optimized control of flexible building technologies." 2019. Presentation (PDF) (677.53 KB) PDF (3.37 MB)
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Presentation (PDF) (677.53 KB) PDF (3.37 MB). Heat Island Mitigation Assessment and Policy Development for the Kansas City Region. 2019. PDF (4.17 MB)
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PDF (4.17 MB). "Incorporating machine learning with building network analysis to predict multi-building energy use." Energy and Buildings 186 (2019) 80 - 97. PDF (2.38 MB)
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PDF (2.38 MB). "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294. PDF (1.11 MB)
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PDF (1.11 MB)