Publications by Research Area
Publications
Publications by Division
2023
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). DOI
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
(2022). DOI
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).
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
(2022). DOI
Langner, Rois, Eliot Crowe, and Jessica Granderson."Quantifying the Value of Grid-Interactive Efficient Buildings through Field Study."
(2022).
Singh, Reshma, Samuel Fernandes, Anand Prakash, Paul A. Mathew, Jessica Granderson, Colman Snaith, Rahul Pusapati, Prakash 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
(2022). DOI
Crowe, Eliot, Yimin Chen, Jessica Granderson, Hayden Reeve, 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).
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). DOI
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
(2022). DOI
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). DOI
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).
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. DOI
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).
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). DOI
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).
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
304 (2021) 117733. DOI
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). DOI
Chen, Yimin, Guanjing Lin, Eliot Crowe, and Jessica Granderson."Development of a Unified Taxonomy for HVAC System Faults."Energies
14.17 (2021) 5581. DOI
Chen, Yimin, Guanjing Lin, Eliot Crowe, and Jessica Granderson."Development of a Unified Taxonomy for HVAC System Faults."Energies
14 (2021).
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).
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). DOI
Touzani, Samir, and Jessica Granderson."Open Data and Deep Semantic Segmentation for Automated Extraction of Building Footprints."Remote Sensing
Vol.13 No..2578 (2021). DOI
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).