Publications: BTUS Energy Analytics

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2025

Lin, Guanjing, John House, Yimin Chen, Jessica Granderson, and Wanpeng Zhang."Active multi-mode data analysis to improve fault diagnosis in AHUs."Energy and Buildings (2025) 115621. DOI
Marnay, Chris, Tao Xu, Yuko Hirase, Patricio Mendoza-Araya, Nikos Hatziargyriou, and Shuai Lu."Microgrids 2025 editorial."Applied Energy 381 (2025) 125348. DOI
Earni, Shankar, Alex Hubbard, Amy Pevzner, Paul Sheaffer, Prakash Rao, Sean Wynne, and Ross Charland."Field Validation of Thermoelectric Generation System at Holcim Cement Plant in Alpena, Michigan." (2025). DOI

2024

Kramer, Hannah, Nora Hart, Alexandra Duncan, Joshua Kace, Haley Tong, and Jessica Granderson."Building Performance Software: Portfolio-Level Capabilities and Applications." (2024). DOI
Shackelford, Jordan, Spencer M Dutton, Cynthia Regnier, Wanyu R Chan, and Alastair Robinson."Modeled Retrofit Package Performance for Schools." (2024). DOI

2023

Liu, Jingjing, Lili Yu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, and Peter Schwartz."Factors Influencing Building Demand Flexibility." (2023). DOI
Crowe, Eliot, Yimin Chen, Hayden Reeve, David Yuill, Amir Ebrahimifakhar, Yuxuan Chen, Lucas Troup, Amanda Smith, and Jessica Granderson."Empirical Analysis of the Prevalence of HVAC Faults in Commercial Buildings." (2023). DOI
Shackelford, Jordan, Alastair Robinson, Cynthia Regnier, and Sang Hoon Lee."Getting Beyond Widgets: Performance of Efficient Indoor Air Quality System Retrofit Packages for Schools." (2023). DOI
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). DOI
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). DOI
Kramer, Hannah, Nora Hart, Jessica Granderson, and Tom Abram."Framework for Greenhouse Gas Emissions Reduction Planning: Building Portfolios." (2023).
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). DOI

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. DOI
Gautier, Antoine, Michael Wetter, and Matthias Sulzer."Resilient cooling through geothermal district energy system."Applied Energy 325 (2022) 119880. DOI
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 (2022). DOI
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 (2022). DOI
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 (2022). DOI
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 (2022). DOI
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 (2022). DOI
Singh, Reshma, Samuel Fernandes, Anand Prakash, Paul A Mathew, Jessica Granderson, Colman Snaith, Rahul Pusapati, Prakash 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 (2022). DOI
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 (2022). DOI
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 (2022). DOI
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).
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 (2022). DOI
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).