Publications

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Author Title Type [ Year(Asc)]
2020
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette. "Building thermal load prediction through shallow machine learning and deep learning." Applied Energy 263 (2020) 114683.

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Gerke, Brian F, Giulia Gallo, Sarah Josephine Smith, Jingjing Liu, Shuba V Raghavan, Peter Schwartz, Mary Ann Piette, Rongxin Yin, and Sofia Stensson. The California Demand Response Potential Study, Phase 3: Final Report on the Shift Resource through 2030. 2020.

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Lin, Guanjing, Marco Pritoni, Yimin Chen, Jessica Granderson, Ricardo Moromisato, and Stephen Kozlen. "Can We Fix It Automatically? Development of Fault Auto-Correction Algorithms for HVAC and Lighting Systems." ACEEE Summer Study. 2020.

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Chen, Bingqing, Jonathan Francis, Marco Pritoni, Soummya Kar, and Mario Bergés. "COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility." BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationProceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. Virtual Event JapanNew York, NY, USA: ACM, 2020.

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Singh, Reshma, Anand Prakash, Mary Ann Piette, and Shreya Agarwal. "A Community Energy Operations and Planning System: Concept, Use cases, Metrics, and Benefits." The American Council for an Energy-Efficient Economy. 2020.

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Satchwell, Andrew, Peter Cappers, Jeff Deason, Sydney Forrester, Natalie Mims Frick, Brian F Gerke, and Mary Ann Piette. A Conceptual Framework to Describe Energy Efficiency and Demand Response Interactions. 2020.

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Malik, Jeetika, Ronita Bardhan, Tianzhen Hong, and Mary Ann Piette. "Contextualising adaptive comfort behaviour within low-income housing of Mumbai, India." Building and Environment 177 (2020) 106877.

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Liu, Jingjing, and Norman Bourassa. "Continuously Improving Energy and Water Management." ASHRAE Journal (2020).

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Shan, Xiaofang, Na Luo, Kaiyu Sun, Tianzhen Hong, Yi-Kuen LEE, and Wei-Zhen Lu. "Coupling CFD and building energy modelling to optimize the operation of a large open office space for occupant comfort." Sustainable Cities and Society 60 (2020) 102257.

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Chen, Chien-fei, Tianzhen Hong, Gerardo Zarazua de Rubens, Selin Yilmaz, Karol Bandurski, Zsófia Deme Bélafi, Marilena De Simone, Mateus Vinícius Bavaresco, Yu Wang, Pei-ling Liu, Verena M Barthelmes, Jacqueline Adams, Simona D'Oca, and Łukasz Przybylski. "Culture, conformity, and carbon? A multi-country analysis of heating and cooling practices in office buildings." Energy Research & Social Science 61 (2020) 101344.

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Casillas, Armando, Guanjing Lin, and Jessica Granderson. "Curation of Ground-Truth Validated Benchmarking Datasets for Fault Detection & Diagnostics Tools." 2020 ACEEE Summer Study. 2020.

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Chan, Wanyu R, Yang-Seon Kim, William W Delp, Iain S Walker, and Brett C Singer. "Dataset: Indoor air quality in California homes with code-required mechanical ventilation." 2020.
Zhao, Haoran, Wanyu R Chan, Sebastian Cohn, William W Delp, Iain S Walker, and Brett C Singer. "Dataset: Indoor air quality in new and renovated low‐income apartments with mechanical ventilation and natural gas cooking in California." 2020.
Prakash, Anand, Samir Touzani, Mariam Kiran, Shreya Agarwal, Marco Pritoni, and Jessica Granderson. "Deep Reinforcement Learning in Buildings: Implicit Assumptions and their Impact." RLEM'20: Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities. 2020.

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Fernandes, Samuel, Eliot Crowe, Samir Touzani, and Jessica Granderson. "Detecting the undetected: Dealing with non-routine events using advanced M&V meter-based savings approaches." ACEEE Summer Study on Energy Efficiency in Buildings. 2020.

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Langevin, Jared, Janet L Reyna, S. Ebrahimigharehbaghi, N. Sandberg, P. Fennell, C. Nägeli, J. Laverge, M. Delghust, É. Mata, M. Van Hove, J. Webster, F. Federico, M. Jakob, and C. Camarasa. "Developing a common approach for classifying building stock energy models." Renewable and Sustainable Energy Reviews 133 (2020) 110276.

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Sanchez, Lino, Paul A Mathew, Sang Hoon Lee, and Travis Walter. "Developing and Evaluating a Metric for Office Building Energy Resilience During a Power Outage." 2020 Summer Study on Energy Efficiency in Buildings. 2020.

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Liu, Jingjing, Rongxin Yin, Marco Pritoni, Mary Ann Piette, and Monica Neukomm. "Developing and Evaluating Metrics for Demand Flexibility in Buildings: Comparing Simulations and Field Data." ACEEE Summer Study. 2020.

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Lin, Guanjing, Marco Pritoni, Yiming Chen, and Jessica Granderson. "Development and Implementation of Fault-Correction Algorithms in Fault Detection and Diagnostics Tools." Energies 13 (2020).

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Zhang, Kun, David H Blum, Milica Grahovac, Jianjun Hu, Jessica Granderson, and Michael Wetter. "Development and Verification of Control Sequences for Single- Zone Variable Air Volume System Based on ASHRAE Guideline 36." American Modelica Conference 2020. Boulder, Colorado: Proceedings of the American Modelica Conference 2020, 2020.

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Wang, Zhe, Jingyi Wang, Yueer He, Yanchen Liu, Borong Lin, and Tianzhen Hong. "Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning." Journal of Building Engineering 29 (2020) 101120.

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Yoon, Nari, Leslie K Norford, Ali Malkawi, Holly Samuelson, and Mary Ann Piette. "Dynamic metrics of natural ventilation cooling effectiveness for interactive modeling." Building and Environment 180.106994 (2020).

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Méndez, Juana Isabel, Pedro Ponce, Omar Mata, Alan K Meier, Therese Peffer, Arturo Molina, and Marlene Aguilar. "Empower saving energy into smart homes using a gamification structure by social products." 2020 IEEE International Conference on Consumer Electronics (ICCE)2020 IEEE International Conference on Consumer Electronics (ICCE). Las Vegas, NV, USA: IEEE, 2020.

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

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Mathew, Paul A, Cynthia Regnier, Jordan Shackelford, and Travis Walter. "Energy Efficiency Package for Tenant Fit-Out:Laboratory Testing and Validation of Energy Savingsand Indoor Environmental Quality." Energies (2020).

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