Publications

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2020
Lin, Guanjing, Hannah Kramer, and Jessica Granderson. "Building fault detection and diagnostics: Achieved savings, and methods to evaluate algorithm performance." Building and Environment 168 (2020) 106505.

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Hong, Tianzhen, Jared Langevin, Na Luo, and Kaiyu Sun. Energy and BehaviourDeveloping quantitative insights on building occupant behaviour: Supporting modelling tools and datasets. Elsevier, 2020.

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Lee, Eleanor S, Anothai Thanachareonkit, D. Charlie Curcija, Gregory J Ward, Taoning Wang, David Geisler-Moroder, Christoph Gehbauer, John Breshears, Luis L Fernandes, Stephen E Selkowitz, Robert Hart, Christian Kohler, David Blum, Jinqing Peng, and Howdy Goudey. High-Performance Integrated Window and Façade Solutions for California. Sacramento: California Energy Commission, 2020.

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Sun, Kaiyu, Michael Specian, and Tianzhen Hong. "Nexus of thermal resilience and energy efficiency in buildings: A case study of a nursing home." Building and Environment 177 (2020) 106842.

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2019
Barr, Zach, Norman Bourassa, John Bowie, Richard E Brown, Nora DeCuir, H. Jordan Diamond, Amy Dryden, Ethan Elkind, Harrison Fraker, Wenjie Fu, Ethan Guy, Daniel Hamilton, Ted Lamm, Maika Nicholson, Leo Rainer, Sandy Robertson, Christine Scott Thomson, Emma Tome, and Andréa Traber. Accelerating the Deployment of Advanced Energy Communities: The Oakland EcoBlock A Zero Net Energy, Low Water Use Retrofit Neighborhood Demonstration Project. 2019.

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Jia, Ruoxi, Ming Jin, Kaiyu Sun, Tianzhen Hong, and Costas Spanos. "Advanced Building Control via Deep Reinforcement Learning." Energy Procedia 158 (2019) 6158 - 6163.

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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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Mills, Evan, Norman Bourassa, Leo I Rainer, Jimmy Mai, Ian Vaino, Claire Curtin, Arman Shehabi, Louis-Benoit Desroches, and Nathaniel Mills. A Plug-Loads Game Changer: Computer Gaming Energy Efficiency without Performance Compromise. CEC, 2019.

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

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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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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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Wang, Wei, Jiayu Chen, and Tianzhen Hong. "Modeling occupancy distribution in large spaces with multi-feature classification algorithm." Building and Environment 137 (2018).

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Siap, David, Christopher T Payne, and Alex Lekov. "The United States Federal Energy Management Program lighting energy efficiency 2017 update and impacts." Applied Energy 233-234 (2018) 99 - 104.

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2017
Piette, Mary Ann, Tianzhen Hong, William J Fisk, Norman Bourassa, Wanyu R Chan, Yixing Chen, H.Y. Iris Cheung, Toshifumi Hotchi, Margarita Kloss, Sang Hoon Lee, Phillip N Price, Oren Schetrit, Kaiyu Sun, Sarah C Taylor-Lange, and Rongpeng Zhang. Small and Medium Building Efficiency Toolkit and Community Demonstration Program. 2017. LBNL-2001054.

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Yan, Da, Tianzhen Hong, Cheng Li, Qi Zhang, Jingjing An, and shan Hu. "A Thorough Assessment of China’s Standard for Energy Consumption of Buildings." Energy and Buildings (2017).

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2016
Mills, Evan. "Action-Oriented Energy Benchmarking for Nonresidential Buildings." Proceedings of the IEEE 104.4 (2016) 697-712.
Rao, Prakash, Paul Sheaffer, Aimee T McKane, and Paul Scheihing. "Assessing Energy Efficiency Opportunities in US Industrial and Commercial Building Motor Systems." Energy Efficiency in Motor Driven Systems, 2015. 2016. LBNL-1005023.

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Mills, Evan. "Job Creation and Energy Savings Through a Transition to Modern Off-grid Lighting." Energy for Sustainable Development 33 (2016) 155-166.
Shehabi, Arman, Sarah Josephine Smith, Dale A Sartor, Richard E Brown, Magnus Herrlin, Jonathan G Koomey, Eric R Masanet, Nathaniel Horner, Inês Lima Azevedo, and William Lintner. United States Data Center Energy Usage Report. 2016. LBNL-1005775.

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2015
Lee, Eleanor S, Xiufeng Pang, Andrew McNeil, Sabine Hoffmann, Anothai Thanachareonkit, Zhengrong Li, and Yong Ding. "Assessment of the Potential to Achieve Very Low Energy Use in Public Buildings in China with Advanced Window and Shading Systems." Buildings 5.2 (2015) 668-699. LBNL-187100.

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Hong, Tianzhen, Mary Ann Piette, Yixing Chen, Sang Hoon Lee, Sarah C Taylor-Lange, Rongpeng Zhang, Kaiyu Sun, and Phillip N Price. "Commercial Building Energy Saver: An energy retrofit analysis toolkit." Applied Energy 159 (2015). LBNL-1004502.

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Yan, Da, William O'Brien, Tianzhen Hong, Xiaohang Feng, H. Burak Gunay, Farhang Tahmasebi, and Ardeshir Mahdavi. "Occupant Behavior Modeling for Building Performance Simulation: Current State and Future Challenges." Energy and Buildings 107 (2015) 264-278. LBNL-1004504.

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Aghajanzadeh, Arian, Craig P Wray, and Aimee T McKane. Opportunities for Automated Demand Response in California Wastewater Treatment Facilities. 2015. LBNL-1003845.

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Aghajanzadeh, Arian, Craig P Wray, and Aimee T McKane. Opportunities for Automated Demand Response in California Wastewater Treatment Facilities. 2015. LBNL-1003845.

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Homan, Gregory K, Arian Aghajanzadeh, and Aimee T McKane. Opportunities for Automated Demand Response in California's Dairy Processing Industry. 2015. LBNL-1003486.

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