BTUS Energy Analytics

Levinson, Ronnen M, Mansour Alhazmi, Jackson Becce, Andre Desjarlais, Haley E Gilbert, Greg Kats, Jacob Miller, Emily Morin, David J Sailor, and Sarah Schneider. United States Cool Surfaces Deployment Plan. 2023.

u.s._cool_surfaces_deployment_plan_appendices_2023-06-28.pdf

Levinson, Ronnen M, Edward A Arens, Emmanuel Bozonnet, Vincenzo Corrado, Haley E Gilbert, Peter Holzer, Pierre Jaboyedoff, Amanda Krelling, Anaïs Machard, Wendy Miller, Mamak P.Tootkaboni, Stephen E Selkowitz, and Hui Zhang. Policy Recommendations from IEA EBC Annex 80: Resilient Cooling of Buildings. 2023.

Granderson, Jessica, Guanjing Lin, Yimin Chen, Armando Casillas, Jin Wen, Zhelun Chen, Piljae Im, Sen Huang, and Jiazhen Ling. "A labeled dataset for building HVAC systems operating in faulted and fault-free states." Scientific Data 10 (2023).

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Chen, Zhelun, Zheng O’Neill, Jin Wen, Ojas Pradhan, Tao Yang, Xing Lu, Guanjing Lin, Shohei Miyata, Seungjae Lee, Chou Shen, Roberto Chiosa, Marco Savino Piscitelli, Alfonso Capozzoli, Franz Hengel, Alexander Kuhrer, Marco Pritoni, Wei Liu, John Claub, Yimin Chen, and Terry Herr. "A review of data-driven fault detection and diagnostics for building HVAC systems." Applied Energy Vol.339 No.121030 (2023).

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Lin, Guanjing, Eliot Crowe, Valerie Nibler, and Jessica Granderson. "Assessing EMIS Benefits: A new field evaluation protocol offers rigor and flexibility." The 7th International High Performance Buildings Conference at Purdue. 2022.

Singh, Reshma, Samuel Fernandes, Anand Prakash, Paul A Mathew, Jessica Granderson, Colman Snaith, Rahul Pusapati, Pratap Jadhav, Avideh Zakhor, Rishi Upadhyay, Ozgur Gonen, and Harry Bergmann. "Scaling Building Energy Audits through Machine Learning Methods on Novel Drone Image Data." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Crowe, Eliot, Yimin Chen, Jessica Granderson, Hayden Reeve, LucasTroup LucasTroup, David Yuill, and Yuxuan Chen. "What We Learned From Analyzing 18 Million Rows of Commercial Buildings’ HVAC Fault Data." ACEEE Summer Study on Energy Efficiency in Buildings. 2022.

Liu, Jingjing, Rongxin Yin, Lili Yu, Mary Ann Piette, Marco Pritoni, Armando Casillas, Jiarong Xie, Tianzhen Hong, Monica Neukomm, and Peter Schwartz. "Defining and applying an electricity demand flexibility benchmarking metrics framework for grid-interactive efficient commercial buildings." Advances in Applied Energy 8 (2022) 100107.

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Gautier, Antoine, Michael Wetter, and Matthias Sulzer. "Resilient cooling through geothermal district energy system." Applied Energy 325 (2022) 119880.

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Roa, Carlos Duarte, Paul Raftery, Ruiji Sun, Lazlo Paul, Anand Prakash, Marco Pritoni, Gabe Fierro, and Therese Peffer. "Towards a Stronger Foundation: Digitizing Commercial Buildings with Brick to Enable Portable Advanced Applications." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Prakash, Anand, Marco Pritoni, Margarita Kloss, Mary Ann Piette, Michel Kamel, and Dotty Hage. "Cloud-Control of Legacy Building Automation System: A case study." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Yu, Lili, Jingjing Liu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, Monica Neukomm, and Amir Roth. "When Do Efficiency and Demand Flexibility Go Hand-in-hand?" 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Liu, Jingjing, Lili Yu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, Monica Neukomm, and Amir Roth. "Benchmarking Demand Flexibility in Commercial Buildings and Flattening the Duck – Addressing Baseline and Commissioning Challenges." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Roa, Carlos Duarte, Paul Raftery, Rupam Singla, Marco Pritoni, and Therese Peffer. "Detecting Passing Valves at Scale Across Different Buildings and Systems: A Brick Enabled and Mortar Tested Application." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Roth, Amir, Michael Wetter, Kyle Benne, Yan Chen, Gabriel Fierro, Marco Pritoni, Avijit Saha, and Draguna Vrabie. "Towards Digital and Performance-Based Supervisory HVAC Control Delivery." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Fauchier-Magnan, Nicolas, Joshua Morejohn, and Marco Pritoni. "A low-cost centralized HVAC control system solution for energy savings, load shedding, and improved maintenance." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Pritoni, Marco, Guanjing Lin, Yimin Chen, John House, Eliot Crowe, and Jessica Granderson. "Market Barriers and Drivers for the Next Generation Fault Detection and Diagnostic Tools." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Bennani, Imane Lahmam, Anand Prakash, Marina Zafiris, Lazlo Paul, Carlos Duarte Roa, Paul Raftery, Marco Pritoni, and Gabe Fierro. "Query relaxation for portable brick-based applications." BuildSys ’21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. Coimbra, Portugal: ACM, 2021.

Lin, Guanjing, Hannah Kramer, Valerie Nibler, Eliot Crowe, and Jessica Granderson. "Building Analytics Tool Deployment at Scale: Benefits, Costs, and Deployment Practices." Energies Vol.15 (2022).

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Chen, Yimin, Jin Wen, and James Lo. "Using Weather and Schedule based Pattern Matching and Feature based PCA for Whole Building Fault Detection — Part I Development of the Method." ASME Journal of Engineering for Sustainable Buildings and Cities 3 (2022).

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