Publications

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Author Title Type [ Year(Asc)]
2019
Hu, R. L, Jessica Granderson, David M Auslander, and Alice M Agogino. "Design of machine learning models with domain experts for automated sensor selection for energy fault detection." Applied Energy 235 (2019) 117 - 128.

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Granderson, Jessica, Guanjing Lin, David Blum, Janie Page, Michael Spears, and Mary Ann Piette. "Integrating diagnostics and model-based optimization." Energy and Buildings 182 (2019) 187 - 195.

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Blum, David, K. Arendt, Lisa Rivalin, Mary Ann Piette, Michael Wetter, and C.T. Veje. "Practical factors of envelope model setup and their effects on the performance of model predictive control for building heating, ventilating, and air conditioning systems." Applied Energy 236 (2019) 410 - 425.

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Touzani, Samir, Baptiste Ravache, Eliot Crowe, and Jessica Granderson. "Statistical change detection of building energy consumption: Applications to savings est." Energy and Buildings 185 (2019) 123 - 136.

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Hart, Robert, Stephen E Selkowitz, and D. Charlie Curcija. "Thermal performance and potential annual energy impact of retrofit thin-glass triple-pane glazing in US residential buildings." Building Simulation 12.1 (2019) 79 - 86.
2018
Wenzel, Thomas P. Assessment of NHTSA’s Report “Relationships Between Fatality Risk, Mass, and Footprint in Model Year 2004-2011 Passenger Cars and LTVs” (LBNL Phase 1). 2018. LBNL-2001137.

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Selkowitz, Stephen E, Robert Hart, and D. Charlie Curcija. "Breaking the 20 Year Logjam to Better Insulating Windows." 2018 ACEEE Summer Study on Energy Efficiency in Buildings 2018.
Singh, Reshma, Baptiste Ravache, and Dale A Sartor. Building Innovation: A Guide For High-Performance Energy Efficient Buildings In India. 2018. LBNL-2001147.

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Hong, Tianzhen, Jared Langevin, and Kaiyu Sun. "Building Simulation: Ten Challenges." Building Simulation 11 (2018).

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Chen, Sharon S, Hugo Destaillats, Jing Ge, and Ronnen M Levinson. Calibration of laboratory aging practice to replicate changes to roof albedo in a Chinese city. 2018. LBNL-2001005.

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Wang, Liyang, and Christopher T Payne. "Changing Institutional Procurement Behavior to Achieve Energy Savings." 2018 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA, 2018. LBNL-2001182.

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Granderson, Jessica, Guanjing Lin, Rupam Singla, Ebony Mayhorn, Paul Ehrlich, and Draguna Vrabie. "Commercial Fault Detection and Diagnostics Tools: What They Offer, How They Differ, and What’s Still Needed." 2018 ACEEE Summer Study on Energy Efficiency in Buildings. 2018.

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Zhou, Xin, Da Yan, Jingjing An, Tianzhen Hong, Xing Shi, and Xing Jin. "Comparative Study of Air-Conditioning Energy Use of Four Office Buildings in China and USA." Energy and Buildings 169 (2018).

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Taylor, Margaret, and K. Sydny Fujita. Consumer Behavior and the Plug-In Electric Vehicle Purchase Decision Process: A Research Synthesis. 2018. LBNL-2001122.

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Fernandes, Samuel, Jessica Granderson, Rupam Singla, and Samir Touzani. "Corporate Delivery of a Global Smart Buildings Program." Energy Engineering (2018). LBNL-2001096.

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Mathew, Paul A, Nancy Wallace, Paulo Issler, Baptiste Ravache, Philip Coleman, and Cindy Zhu. "Do energy costs really affect commercial mortgage default risk? New results and implications for energy efficiency investments." 2018 Summer Study on Energy Efficiency in Buildings 2018.

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Wenzel, Thomas P, and K. Sydny Fujita. Elasticity of Vehicle Miles of Travel to Changes in the Price of Gasoline and the Cost of Driving in Texas. 2018. LBNL-2001138.

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Hart, Robert, Howdy Goudey, and D. Charlie Curcija. "Experimental validation for thermal transmittances of window shading systems with perimeter gaps." Journal of Building Performance Simulation (2018) 1 - 13.

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Granderson, Jessica, Guanjing Lin, Rupam Singla, Samuel Fernandes, and Samir Touzani. "Field evaluation of performance of HVAC optimization system in commercial buildings." Energy and Buildings 173 (2018) 577 - 586.

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Harris, Nora, Tripp Shealy, Hannah Kramer, Jessica Granderson, and Georg Reichard. "A Framework for Monitoring-Based Commissioning: Identifying Variables That Act as Barriers and Enablers to the Process." Energy and Buildings 168 (2018) 331 - 346.

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Touzani, Samir, Jessica Granderson, and Samuel Fernandes. "Gradient boosting machine for modeling the energy consumption of commercial buildings." Energy and Buildings (2018). LBNL-2001097.

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Pritoni, Marco, Rebecca Ford, Beth Karlin, and Angela Sanguinetti. "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.
D'Oca, Simona, Anna Laura Pisello, Marilena De Simone, Verena M Barthelmes, Tianzhen Hong, and Stefano P Corgnati. "Human-building interaction at work: Findings from an interdisciplinary cross-country survey in Italy." Building and Environment 132 (2018).

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Chen, Yixing, and Tianzhen Hong. "Impacts of Building Geometry Modeling Methods on the Simulation Results of Urban Building Energy Models." Applied Energy 215 (2018).

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Therkelsen, Peter L, Jingjing Liu, Holly Grell-Lawe, and Randy Green. Implementation of ISO 50001 at Marine Corps Air Station Beaufort. Berkeley: Lawrence Berkeley National Laboratory, 2018.

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