Jessica Granderson

Publications

Viewing 25 of 114 publications

2020

Granderson, Jessica, Guanjing Lin, Ari Harding, Piljae Im, and Yan Chen. "Building fault detection data to aid diagnostic algorithm creation and performance testing." Nature: Scientific Data Vol.7 No.65 (2020).

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Lin, Guanjing, Hannah Kramer, and Jessica Granderson. "Building fault detection and diagnostics: Achieved savings, and methods to evaluate algorithm performance." Building and Environment 168 (2020) 106505.

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2019

Hart, Nora, Tripp Shealy, Kristen Parrish, and Jessica Granderson. "Cognitive barriers during monitoring-based commissioning of buildings." Sustainable Cities and Society 46 (2019) 101389.

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Singh, Reshma, Paul A Mathew, Jessica Granderson, and Yash Shukla. Energy Information Systems: From the Basement to the Boardroom. 2019.

Kramer, Hannah, Guanjing Lin, Jessica Granderson, Claire Curtin, and Eliot Crowe. "Synthesis of Year Two Outcomes in the Smart Energy Analytics Campaign." (2019).

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Granderson, Jessica, Samir Touzani, Eliot Crowe, Samuel Fernandes, Shankar Earni, and Kaiyu Sun. Realizing high-accuracy low-cost measurement and verification for deep cost savings. 2019.

Crowe, Eliot, Jessica Granderson, and Samuel Fernandes. "From Theory to Practice: Lessons Learned from an Advanced M&V Commercial Pilot." International Energy Program Evaluation Conference. 2019.

Frank, Stephen, Guanjing Lin, Xin Jin, Rupam Singla, Amanda Farthing, and Jessica Granderson. "A performance evaluation framework for building fault detection and diagnosis algorithms." Energy and Buildings 192 (2019) 84–92.

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Touzani, Samir, Jessica Granderson, David A Jump, and Derrick Rebello. "Evaluation of Methods to Assess the Uncertainty in Estimated Energy Savings." Energy and Buildings 193 (2019).

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Kramer, Hannah, Guanjing Lin, Claire Curtin, Eliot Crowe, and Jessica Granderson. "Building analytics and monitoring-based commissioning: industry practice, costs, and savings." Energy Efficiency (2019).

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Touzani, Samir, Baptiste Ravache, Eliot Crowe, and Jessica Granderson. "Statistical change detection of building energy consumption: Applications to savings estimation." Energy and Buildings 185 (2019) 123–136.

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Granderson, Jessica, Guanjing Lin, David Blum, Janie Page, Michael Spears, and Mary Ann Piette. "Integrating diagnostics and model-based optimization." Energy and Buildings 182 (2019) 187–195.

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Hu, R L, Jessica Granderson, David M Auslander, and Alice M Agogino. "Design of machine learning models with domain experts for automated sensor selection for energy fault detection." Applied Energy 235 (2019) 117–128.

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2011

Meier, Alan K, Cecilia Aragon, Daniel Perry, Therese Peffer, Marco Pritoni, and Jessica Granderson. "Measuring the Usability of Appliance Controls." Energy Efficiency in Domestic Appliances and Lighting Conference 2011.

Granderson, Jessica, Mary Ann Piette, Ben Rosenblum, R Lily Hu, Daniel Harris, Paul A Mathew, Phillip N Price, Geoffrey C Bell, Srinivas Katipamula, and Michael Brambley. Energy Information Handbook: Applications for Energy-Efficient Building Operations. Berkeley: Lawrence Berkeley National Laboratory, 2011.

2012

Pritoni, Marco, Therese Peffer, Jessica Granderson, Margarita Kloss, Alan K Meier, and Cecilia Aragon. "Folk Labeling: Insights on Improving Usability and Saving Energy Gleaned from After-Market Graffiti on Common Appliances." 2012 ACEEE Summer Study on Energy Efficiency in Buildings 2012.

Granderson, Jessica, and Phillip N Price. Evaluation of the Predictive Accuracy of Five Whole-Building Baseline Models. Berkeley: Lawrence Berkeley National Laboratory, 2012.

2018

Granderson, Jessica, Guanjing Lin, Rupam Singla, Samuel Fernandes, and Samir Touzani. BuildingIQ Technology Field Validation. 2018.

Blum, David, Guanjing Lin, Michael Spears, Janie Page, and Jessica Granderson. "When Data Analytics Meet Site Operation: Benefits and Challenges." 2018 ACEEE Summer Study on Energy Efficiency in Buildings. 2018.

Granderson, Jessica, Guanjing Lin, Rupam Singla, Ebony Mayhorn, Paul Ehrlich, and Draguna Vrabie. "Commercial Fault Detection and Diagnostics Tools: What They Offer, How They Differ, and What’s Still Needed." 2018 ACEEE Summer Study on Energy Efficiency in Buildings. 2018.

Singh, Reshma, Paul A Mathew, Jessica Granderson, Yash Shukla, and Amiya Ranjan Behera. "Packaged Scalable Energy Information Systems for Hotels." Ed. Michael Pitt. Journal of Facilities Management 16.2 (2018) 119–141.

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Granderson, Jessica, Guanjing Lin, Rupam Singla, Samuel Fernandes, and Samir Touzani. "Field evaluation of performance of HVAC optimization system in commercial buildings." Energy and Buildings 173 (2018) 577–586.

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Hart, Nora, Tripp Shealy, Hannah Kramer, Jessica Granderson, and Georg Reichard. "A Framework for Monitoring-Based Commissioning: Identifying Variables That Act as Barriers and Enablers to the Process." Energy and Buildings 168 (2018) 331–346.

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Touzani, Samir, Jessica Granderson, and Samuel Fernandes. "Gradient boosting machine for modeling the energy consumption of commercial buildings." Energy and Buildings (2018).

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2017

Granderson, Jessica, Guanjing Lin, David Blum, Shankar Earni, Janie Page, and Mary Ann Piette. Optimizing Operational Efficiency: Integrating Energy Information Systems and Model-Based Diagnostics. 2017.