Publications

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Author Title Type [ Year(Asc)]
2020
Prakash, Anand, Kun Zhang, Pranav Gupta, David Blum, Marc Marshall, Gabe Fierro, Peter Alstone, James Zoellic, Richard E Brown, and Marco Pritoni. "Solar+ Optimizer: A Model Predictive Control Optimization Platform for Grid Responsive Building Microgrids." Energies 13.12 (2020) 3093.
Granderson, Jessica, Samuel Fernandes, Samir Touzani, Chih-Cheng Lee, Eliot Crowe, and Margaret Sheridan. "Spatio-temporal impacts of a utility’s efficiency portfolio on the distribution grid." Energy 212.118669 (2020).

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Hong, Tianzhen, Zhe Wang, Xuan Luo, and Wanni Zhang. "State-of-the-art on research and applications of machine learning in the building life cycle." Energy and Buildings 212 (2020) 109831.

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Méndez, Juana Isabel, Omar Mata, Pedro Ponce, Alan K Meier, Therese Peffer, and Arturo Molina. Studies in Systems, Decision and ControlChallenges and Trends in Multimodal Fall Detection for HealthcareMulti-sensor System, Gamification, and Artificial Intelligence for Benefit Elderly People. Vol. 273. Cham: Springer International Publishing, 2020.
Regnier, Cynthia, Paul A Mathew, Alastair Robinson, and Jordan Shackelford. "System Retrofits in Efficiency Programs: Track Record and Outlook." ACEEE Summer Study. 2020.

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Li, Han, Tianzhen Hong, Sang Hoon Lee, and Marina Sofos. "System-level key performance indicators for building performance evaluation." Energy and Buildings 209 (2020) 109703.

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Regnier, Cynthia, Paul A Mathew, Alastair Robinson, Jordan Shackelford, and Travis Walter. Systems Retrofit Trends in Commercial Buildings: Opening Up Opportunities for Deeper Savings. 2020.

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Hong, Tianzhen, Yixing Chen, Xuan Luo, Na Luo, and Sang Hoon Lee. "Ten questions on urban building energy modeling." Building and Environment 168 (2020) 106508.

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Chen, Yimin, Eliot Crowe, Guanjing Lin, and Jessica Granderson. "What's in a Name? Developing a Standardized Taxonomy for HVAC System Faults." 2020 ACEEE Summer Study on Energy Efficiency in Buildings. 2020.

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McIlvennie, Claire, Christopher Koliba, and Marco Pritoni. "Who Controls Energy in the Smart Home? A Multidisciplinary Taxonomy." 2020 Summer Study on Energy Efficiency in Buildings. 2020.

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Regnier, Cynthia, Luis L Fernandes, Kaiyu Sun, and John Bruschi. "ZNE for All! Enabling Zero Net Energy Retrofits for Small Commercial Offices." ACEEE Summer Study. 2020.

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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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Aghajanzadeh, Arian, and Peter L Therkelsen. "Agricultural demand response for decarbonizing the electricity grid." Journal of Cleaner Production 220 (2019) 827 - 835.

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Langevin, Jared, Chioke B Harris, and Janet L Reyna. "Assessing the Potential to Reduce U.S. Building CO2 Emissions 80% by 2050." Joule (2019).

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Satre-Meloy, Aven, and Jared Langevin. "Assessing the time-sensitive impacts of energy efficiency and flexibility in the US building sector." Environmental Research Letters 14.12 (2019) 124012.
Luo, Na, Wenguo Weng, Xiaoyu Xu, Tianzhen Hong, Ming Fu, and Kaiyu Sun. "Assessment of occupant-behavior-based indoor air quality and its impacts on human exposure risk: A case study based on the wildfires in Northern California." Science of The Total Environment 686 (2019) 1251 - 1261.

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Yin, Rongxin, Girish Ghatikar, and Mary Ann Piette. Big-Data Analytics for Electric Grid and Demand-Side Management. 2019.

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Walter, Travis, and Paul A Mathew. Is the BPD Nationally Representative? A Comparison of the Building Performance Database to the Commercial Buildings Energy Consumption Survey. 2019. LBNL-20001198.

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Kramer, Hannah, Guanjing Lin, Claire Curtin, Eliot Crowe, and Jessica Granderson. "Building analytics and monitoring-based commissioning: industry practice, costs, and savings." Energy Efficiency (2019).

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Mayer, Morgan A, Tyler Huntington, Ana Comesana, Vi H Rapp, and Kyle Niemeyer. "Can machine learning predict fuel properties accurately?." 2019 WSSCI Fall Technical Meeting. 2019.

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Harris, Nora, Tripp Shealy, Kristen Parrish, and Jessica Granderson. "Cognitive barriers during monitoring-based commissioning of buildings." Sustainable Cities and Society 46 (2019) 101389.

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Van Cutsem, Olivier, Maher Kayal, David Blum, and Marco Pritoni. "Comparison of MPC Formulations for Building Control under Commercial Time-of-Use Tariffs." IEEE PowerTech Milan 2019. 2019.

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Wang, Wei, Tianzhen Hong, Ning Xu, Xiaodong Xu, Jiayu Chen, and Xiaofang Shan. "Cross-source sensing data fusion for building occupancy prediction with adaptive lasso feature filtering." Building and Environment 162 (2019) 106280.

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Wang, Zhe, Tianzhen Hong, and Mary Ann Piette. "Data fusion in predicting internal heat gains for office buildings through a deep learning approach." Applied Energy 240 (2019) 386 - 398.

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