Publications: BTUS Energy Analytics
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2026
Granderson, Jessica, Samuel Fernandes, and Eliot Crowe."A hybrid statistical-engineering approach to enhance the performance of non-routine event detection in building energy savings estimation."Energy and Buildings
360 (2026) 117318. DOI
Hart, Nora, Ashleigh Papakyriakou, Sonam Shah, Tom Abram, Nathan McKenzie, and Jessica Granderson."A Central Plant Retrofit Assessment Guide for Owners."
(2026). DOI
Less, Brennan, and Iain S Walker."Characterizing peak electricity demand for U.S. households: an assessment of end-use loads and demand factors."Applied Energy
410 (2026) 127422. DOI
Shackelford, Jordan."Project Report: School Retrofit Demonstration of Lighting and Outlet Controls with LED Upgrades."
(2026). DOI
2025
Shackelford, Jordan." Request for Proposal (RFP) for School Facility Energy Auditing and Benchmarking Services ."
(2025).
Granderson, Jessica, Armando Casillas, Marco Pritoni, and Weiping Huang."An open control sequence specification to scale building demand flexibility via analytics software."Energy and Buildings
337 (2025) 115616. DOI
Mulayim, Ozan Baris, Anand Prakash, Lazlo Paul, and Marco Pritoni."Extraction and Analysis of Time Series Data from Building Automation Systems Using Large Language Models."
(2025). DOI
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
Siegel, Lino Sanchez, Luis L Fernandes, Paul A Mathew, and Sang Hoon Lee."A building performance-based approach to determining energy resilience for grocery stores in the event of a power outage."Science and Technology for the Built Environment
(2025) 1-17. 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
Crowe, Eliot, Nora Hart, and John House."Going Big on Small Buildings: Spotlight on efforts to improve controls for packaged rooftop HVAC units."
(2024).
Shackelford, Jordan, Spencer M Dutton, Cynthia Regnier, Wanyu R Chan, and Alastair Robinson."Modeled Retrofit Package Performance for Schools."
(2024). DOI
Fernandes, Samuel, Eliot Crowe, Jessica Granderson, Brian Clarke, Jason Rodriguez, Robert Renz, Xiaohui Zhou, and Scott Hackel." Energy Management and Information Systems (EMIS) Technology Transfer Guidance for Implementing Smart Building Data Analytics."
(2024).
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
Granderson, Jessica, Samuel Fernandes, Eliot Crowe, Mrinalini Sharma, David A Jump, and Devan Johnson."Accuracy of hourly energy predictions for demand flexibility applications."Energy and Buildings
Vol.295 No..113297 (2023). DOI
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). 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