Publications
Publications by Research Area
] . "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). "Home energy management (HEM) database: A list with coded attributes of 308 devices commercially available in the US." Data in Brief 16 (2018) 71 - 74.
. "Human-building interaction at work: Findings from an interdisciplinary cross-country survey in Italy." Building and Environment 132 (2018). PDF (1.37 MB)
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PDF (1.37 MB). "Impacts of Building Geometry Modeling Methods on the Simulation Results of Urban Building Energy Models." Applied Energy 215 (2018). PDF (2.08 MB)
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PDF (2.08 MB). Implementation of ISO 50001 at Marine Corps Air Station Beaufort. Berkeley: Lawrence Berkeley National Laboratory, 2018. PDF (1.79 MB)
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PDF (1.79 MB). "Improving Characterization of Miscellaneous Energy Loads in Energy Demand Models." 2018 ACEEE Summer Study 2018.
. "Innovative Glazing Materials." Handbook of Energy Efficiency in Buildings A Life Cycle Approach. Cambridge: Butterworth-Heinemann, Elsevier Inc., 2018. LBNL-2001193. PDF (801.46 KB)
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PDF (801.46 KB). "Integrating Demand Response and Distributed Resources in Planning for Large-scale Renewable Energy Integration." 2018 Summer Study on Energy Efficiency in Buildings 2018.
. ISO 50001 for US Commercial Buildings – Current Status and Opportunities. Berkeley: Lawrence Berkeley National Laboratory, 2018. LBNL-2001129. PDF (2.14 MB)
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PDF (2.14 MB). "A Library of Building Occupant Behaviour Models Represented in a Standardised Schema." Energy Efficiency (2018). PDF (390 KB)
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PDF (390 KB). Macro pose-based non-invasive thermal comfort perception for energy efficiency. 2018. PDF (3.37 MB)
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PDF (3.37 MB). "Measured Pollutant Performance of Island Overhead Kitchen Exhaust." 39th AIVC Conference. 2018. 2001248. PDF (5.56 MB)
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PDF (5.56 MB). "Mobilizing the Anti-Duck Brigade: Technology and Market Pathways for Load-Shifting Demand Response in California." 2018 Summer Study on Energy Efficiency in Buildings 2018.
. "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). "Modeling the Direct Sun Component in Buildings Using Matrix Algebraic Approaches: Methods and Validation." Solar Energy 160 (2018) 380 - 395. LBNL-2001102. PDF (1.72 MB)
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PDF (1.72 MB). "A Novel Variable Refrigerant Flow (VRF) Heat Recovery System Model: Development and Validation." Energy and Buildings 168 (2018). PDF (1.96 MB)
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PDF (1.96 MB). "Numerical and experimental validation for the thermal transmittance of windows with cellular shades." Energy and Buildings 166 (2018) 358 - 371. PDF (1.54 MB)
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PDF (1.54 MB). Opportunities for Electricity Demand Management in Irrigated Agriculture. Berkeley: Lawrence Berkeley National Laboratory, 2018. PDF (1.31 MB)
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PDF (1.31 MB). "Packaged Scalable Energy Information Systems for Hotels." . Journal of Facilities Management 16.2 (2018) 119 - 141. PDF (2.95 MB)
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PDF (2.95 MB). "Parts of the House That Stay On . . . and On. Builder-Installed Electrical Loads." Home Energy Magazine 2018.
. "Performance analysis of pulsed flow control method for radiant slab system." Building and Environment 127 (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). "Quantifying the benefits of a building retrofit using an integrated system approach: A case study." Energy and Buildings 159 (2018). PDF (2.1 MB)
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PDF (2.1 MB). "Real-Time Itemized Electricity Consumption Intelligence for Military Bases." IEEE 2018. PDF (3.83 MB)
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PDF (3.83 MB). "Response of consumer and research grade indoor air quality monitors to residential sources of fine particles." Indoor Air 28.4 (2018) 624-639.