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). DOI
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
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
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).
Casillas, Armando, Guanjing Lin, and Jessica Granderson."Curation of Ground-Truth Validated Benchmarking Datasets for Fault Detection & Diagnostics Tools."2020 ACEEE Summer Study (2020). DOI
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).
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. DOI
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). DOI
Granderson, Jessica, Rupam Singla, Ebony Mayhorn, Paul Ehrlich, Draguna Vrabie, and Stephen Frank."Characterization and Survey of Automated Fault Detection and Diagnostics Tools." (2017).
Granderson, Jessica, Samir Touzani, Claudine Y. Custodio, Michael D. Sohn, Samuel Fernandes, and David A. Jump."Assessment of Automated Measurement and Verification (M&V) Methods." (2015).
Mills, Evan, Jessica Granderson, Wanyu R. Chan, Richard C. Diamond, Philip Haves, Bruce Nordman, Paul A. Mathew, Mary Ann Piette, Gerald Robinson, and Stephen E. Selkowitz."Green, Clean, & Mean: Pushing the Energy Envelope in Tech Industry Buildings." (2015).