Jessica Granderson

Publications

Viewing 25 of 127 publications

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.

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Hart, Nora, Ashleigh Papakyriakou, Sonam Shah, Tom Abram, Nathan McKenzie, and Jessica Granderson. A Central Plant Retrofit Assessment Guide for Owners. Lawrence Berkeley National Laboratory , 2026.

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.

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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.

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2024

Kramer, Hannah, Nora Hart, Alexandra Duncan, Joshua Kace, Haley Tong, and Jessica Granderson. Building Performance Software: Portfolio-Level Capabilities and Applications. 2024.

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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.

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Casillas, Armando, Yimin Chen, Jessica Granderson, Guanjing Lin, Zhelun Chen, Jin Wen, and Sen Huang. "Development of high-fidelity air handling unit fault models for FDD innovation: lessons learned and recommendations." Journal of Building Performance Simulation 17.5 (2024) 615–630.

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Casillas, Armando, Jessica Granderson, Yimin Chen, John House, Guanjing Lin, Weiping Huang, Guhan Velmurugan, and Marco Pritoni. "Innovating the next generation of commercial smart building software." ACEEE Summer Study . 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.

Lin, Guanjing, Armando Casillas, Maggie Sheng, and Jessica Granderson. "Performance Evaluation of an Occupancy-Based HVAC Control System in an Office Building." Energies 16.20 (2023) 7088.

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Sartori, Igor, Harald Taxt Walnum, Kristian S Skeie, Laurent Georges, Michael D Knudsen, Peder Bacher, José Candanedo, Anna-Maria Sigounis, Anand Prakash, Marco Pritoni, Jessica Granderson, Shiyu Yang, and Man Pun Wan. "Sub-hourly measurement datasets from 6 real buildings: Energy use and indoor climate." Data in Brief 48 (2023) 109149.

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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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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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Kramer, Hannah, Nora Hart, Jessica Granderson, and Tom Abram. Framework for Greenhouse Gas Emissions Reduction Planning: Building Portfolios. 2023.

Granderson, Jessica, Samuel Fernandes, and Anand Prakash. "Unmanned Aerial Vehicle Image Dataset of the Built Environment for 3D reconstruction (UAVID3D)." (2023).

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Lin, Guanjing, Marco Pritoni, Yimin Chen, Raphael Vitti, Christopher Weyandt, and Jessica Granderson. "Implementation and test of an automated control hunting fault correction algorithm." Energy & Buildings Vol.283 No.112796 (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.

Casillas, Armando, Guanjing Lin, Jessica Granderson, Sen Huang, and Yan Chen. "Development of a Simulated Air Handling Unit Fault Dataset for FDD Tools: Lessons Learned and Considerations for FDD Developers." 2022 ACEEE Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 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.

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, Armando Casillas, Maggie Sheng, and Jessica Granderson. "Evaluating the Performance of HVAC Optimal Control Based on Real-time Floor-by-Floor Occupancy Data." 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.

Casillas, Armando, Yimin Chen, Guanjing Lin, Jessica Granderson, Sen Huang, and Zhelun Chen. "Modeling Air Handling Units to Create a Diverse Fault Dataset for FDD Innovation: Lessons Learned and Recommendations." 7th International High Performance Buildings Conference. West Lafayette, Indiana: Purdue University, 2022.