Jessica Granderson

Publications

Viewing 25 of 127 publications

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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Chen, Yimin, Zhelun Chen, Guanjing Lin, Jin Wen, and Jessica Granderson. "A simulation-based method to analyze fan coil unit fault impacts." 2022 ASHRAE Summer Conference. 2022.

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

Chen, Yimin, Guanjing Lin, Zhelun Chen, Jin Wen, and Jessica Granderson. "A simulation-based evaluation of fan coil unit fault effects." Energy and Buildings 263 (2022).

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Pritoni, Marco, Guanjing Lin, Yimin Chen, Raphael Vitti, Christopher Weyandt, and Jessica Granderson. "From fault-detection to automated fault correction: a field study." Building and Environment 214 (2022).

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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.

Zhang, Kun, David Blum, Hwakong Cheng, Gwelen Paliaga, Michael Wetter, and Jessica Granderson. "Estimating ASHRAE Guideline 36 energy savings for multi-zone variable air volume systems using Spawn of EnergyPlus." Journal of Building Performance Simulation 15.2 (2022) 215–236.

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2021

Touzani, Samir, Anand Prakash, Zhe Wang, Shreya Agarwal, Marco Pritoni, Mariam Kiran, Richard E Brown, and Jessica Granderson. "Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency." Applied Energy (2021).

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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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Touzani, Samir, Marc Wudunn, Samuel Fernandes, Avideh Zakhor, Rohullah Najibi, and Jessica Granderson. A MACHINE LEARNING APPROACH TO ESTIMATE WINDOWS-TO-WALL RATIO USING DRONE IMAGER. 2021.

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

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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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Touzani, Samir, and Jessica Granderson. "Open Data and Deep Semantic Segmentation for Automated Extraction of Building Footprints." Remote Sensing Vol.13 No.2578 (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.

Lin, Guanjing, Marco Pritoni, Yimin Chen, Christopher Weyandt, Raphael Vitti, and Jessica Granderson. "Fault “Auto-correction” for HVAC Systems: A Preliminary Study." The 6th International High Performance Buildings Conference at Purdue. 2021.

Satchwell, Andrew, Mary Ann Piette, Aditya Khandekar, Jessica Granderson, Natalie Mims Frick, Ryan Hledik, Ahmad Faruqui, Long Lam, Stephanie Ross, Jesse Cohen, Kitty Wang, Daniela Urigwe, Dan Delurey, Monica Neukomm, and David Nemtzow. A National Roadmap for Grid-Interactive Efficient Buildings. 2021.

Pritoni, Marco, Drew Paine, Gabriel Fierro, Cory Mosiman, Michael Poplawski, Avijit Saha, Joel Bender, and Jessica Granderson. "Metadata Schemas and Ontologies for Building Energy Applications: A Critical Review and Use Case Analysis." Energies 14.7 (2021) 2024.

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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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Prakash, Anand, Samir Touzani, Mariam Kiran, Shreya Agarwal, Marco Pritoni, and Jessica Granderson. "Deep Reinforcement Learning in Buildings: Implicit Assumptions and their Impact." RLEM’20: Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities. 2020.

Bergmann, Harry, Cory Mosiman, Avijit Saha, Selam Haile, William Livingood, Steven Bushby, Gabe Fierro, Joel Bender, Michael Poplawski, Jessica Granderson, and Marco Pritoni. "Semantic Interoperability to Enable Smart, Grid-Interactive Efficient Buildings." 2020 Summer Study on Energy Efficiency in Buildings. 2020.

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).

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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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