Publications

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Author Title Type [ Year(Asc)]
2020
Haves, Philip, Baptiste Ravache, and Mehry Yazdanian. Accuracy of HVAC Load Predictions: Validation of EnergyPlus and DOE-2 using FLEXLAB Measurements. 2020.

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Pritoni, Marco, Anand Prakash, David Blum, Kun Zhang, Rui Tang, and Jessica Granderson. "Advanced control sequences and FDD technology. Just shiny objects, or ready for scale?." ACEEE Summer Study 2020. 2020.

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Pritoni, Marco, Anand Prakash, David Blum, Kun Zhang, Rui Tang, and Jessica Granderson. "Advanced control sequences and FDD technology. Just shiny objects, or ready for scale?." ACEEE Summer Study 2020. 2020.

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WuDunn, Mark, Avideh Zakhor, Samir Touzani, and Jessica Granderson. "​Aerial 3D Building Reconstruction from RGB Drone Imagery." SPIE Geospatial Informatics X. 2020.

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Drgoňa, Ján, Javier Arroyo, Iago Cupeiro Figueroa, David Blum, Krzysztof Arendt, Donghun Kim, Enric Perarnau Ollé, Juraj Oravec, Michael Wetter, Draguna L Vrabie, and Lieve Helsen. "All you need to know about model predictive control for buildings." Annual Reviews in Control (2020).
Drgoňa, Ján, Javier Arroyo, Iago Cupeiro Figueroa, David Blum, Krzysztof Arendt, Donghun Kim, Enric Perarnau Ollé, Juraj Oravec, Michael Wetter, Draguna L Vrabie, and Lieve Helsen. "All you need to know about model predictive control for buildings." Annual Reviews in Control (2020).
Crowe, Eliot, Evan Mills, Tom Poeling, Claire Curtin, Diana Bjornskov, Liz Fischer, and Jessica Granderson. "Building Commissioning Costs and Savings Across Three Decades and 1,500 North American Buildings." Energy and Buildings 227.110408 (2020).

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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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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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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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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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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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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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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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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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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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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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