Eliot Crowe

Publications

Viewing 25 of 33 publications

2026

Murphy, Sean, Cisco DeVries, and Eliot Crowe. "DOE Energy Innovator Fellows informational webinar: Demand Flexibility Programs and Rates and Analytics." 2026.

Demand Flexibility Programs and Rates

Residential Flexible Demand

Load Management Analytics

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.

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2024

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.

Executive Summary PDF

Crowe, Eliot, Nora Hart, and John House. "Going Big on Small Buildings: Spotlight on efforts to improve controls for packaged rooftop HVAC units." Asilomar, Ca, 2024.

2023

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.

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).

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2022

Chen, Yimin, Eliot Crowe, Guanjing Lin, and Jessica Granderson. "Integration of FDD Data to Aid HVAC System Maintenance." The 9th ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys 2022). 2022.

Langner, Rois, Eliot Crowe, and Jessica Granderson. "Quantifying the Value of Grid-Interactive Efficient Buildings through Field Study." 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.

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.

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.

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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Lin, Guanjing, Eliot Crowe, Rui Tang, and Jessica Granderson. Energy Management and Information System Field Evaluation Protocol. 2022.

Crowe, Eliot. "What to Expect When You’re Expecting Fault Detection & Diagnostics (FDD)." 2022.

PDF Presentation Slides

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. 2022.

2021

Chen, Yimin, Guanjing Lin, Eliot Crowe, and Jessica Granderson. "Development of a Unified Taxonomy for HVAC System Faults." Energies 14.17 (2021) 5581.

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Chen, Yimin, Guanjing Lin, Eliot Crowe, and Jessica Granderson. "Development of a Unified Taxonomy for HVAC System Faults." Energies 14 (2021).

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Kramer, Hannah, Jessica Granderson, Valerie Nibler, Eliot Crowe, and Guanjing Lin. "EMIS Crash Course: An Overview of Energy Management and Information Systems." 2021.

PDF Presentation Slides

Granderson, Jessica, Mrinalini Sharma, Eliot Crowe, David A Jump, Samuel Fernandes, Samir Touzani, and Devan Johnson. "Assessment of Model-Based Peak Electric Consumption Prediction for Commercial Buildings." Energy and Building 245 (2021).

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Ebrahimifakhar, Amir, David Yuill, Amanda Smith, Jessica Granderson, Eliot Crowe, Yimin Chen, and Hayden Reeve. "Analysis of Automated Fault Detection and Diagnostics Records as an Indicator of HVAC Fault Prevalence: Methodology and Preliminary Results." International High Performance Buildings Conference. 2021.

Kim, Janghyun, Kim Trenbath, Jessica Granderson, Yimin Chen, Eliot Crowe, Hayden Reeve, Sarah Newman, and Paul Ehrlich. "Research challenges and directions in HVAC fault prevalence." Science and Technology for the Built Environment 27 (2021).

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2020

Granderson, Jessica, Samuel Fernandes, Samir Touzani, Chih-Cheng Lee, Eliot Crowe, and Margaret Sheridan. "Spatio-temporal impacts of a utility’s efficiency portfolio on the distribution grid." Energy 212.118669 (2020).

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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).

PDF Presentation

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Crowe, Eliot, Hannah Kramer, and Jessica Granderson. EMIS Applications Showcase. 2020.

Kramer, Hannah, Claire Curtin, Guanjing Lin, Eliot Crowe, and Jessica Granderson. Proving the Business Case for Building Analytics. 2020.

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