Publications

X Term: BTUS Energy Analytics

2022

Roth, Amir, Michael Wetter, Kyle Benne, Yan Chen, Gabriel Fierro, Marco Pritoni, Avijit Saha, and Draguna Vrabie."Towards Digital and Performance-Based Supervisory HVAC Control Delivery."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
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).
Yu, Lili, Jingjing Liu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, Monica Neukomm, and Amir Roth."When Do Efficiency and Demand Flexibility Go Hand-in-hand?."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
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
Regnier, Cynthia, Paul A Mathew, Leo Rainer, and Christopher CaraDonna."Systems Packages for Washington State Building Performance Standard Incentive Program: Phase 1 Analysis." (2022).
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).

2021

Bennani, Imane Lahmam, Anand Prakash, Marina Zafiris, Lazlo Paul, Carlos Duarte Roa, Paul Raftery, Marco Pritoni, and Gabe Fierro."Query relaxation for portable brick-based applications."BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (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
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
Li, Han, Zhe Wang, Tianzhen Hong, and Mary Ann Piette."Energy flexibility of residential buildings: A systematic review of characterization and quantification methods and applications."Advances in Applied Energy 3 (2021) 100054. DOI
Mathew, Paul A, Lino Sanchez, Sang Hoon Lee, and Travis Walter."Assessing the Energy Resilience of Office Buildings: Development and Testing of a Simplified Metric for Real Estate Stakeholders."Building Vol.11(3) No.96 (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
Gerber, Daniel L, Fariborz Musavi, Omkar Ghatpande, Stephen M Frank, Jason Poon, Richard E Brown, and Wei Feng."A Comprehensive Loss Model and Comparison of AC and DC Boost Converters."Energies 14.11 (2021) 3131. DOI
Wang, Zhe, Tianzhen Hong, and Han Li."Informing the planning of rotating power outages in heat waves through data analytics of connected smart thermostats for residential buildings."Environmental Research Letters 16.7 (2021) 074003. 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).
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). DOI
Booten, Chuck, Prakash Rao, Vi H Rapp, Roderick Jackson, and Ravi S Prasher."Theoretical Minimum Thermal Load in Buildings."Joule 5.1 (2021) 24 - 46. DOI

2020

Fierro, Gabe, Marco Pritoni, Moustafa Abdelbaky, Daniel Lengyel, John Leyden, Anand Prakash, Pranav Gupta, Paul Raftery, Therese Peffer, Greg Thomson, and David Culler."Mortar: An Open Testbed for Portable Building Analytics."ACM Transactions on Sensor Networks 16.1 (2020) 1 - 31. DOI
Liu, Jingjing, and Norman Bourassa."Continuously Improving Energy and Water Management."ASHRAE Journal (2020). DOI
Cho, Brian, Teresa Dayrit, Yuan Gao, Zhe Wang, Tianzhen Hong, Alex Sim, and Kesheng Kesheng."Effective Missing Value Imputation Methods for Building Monitoring Data."IEEE BigData 2020 (2020). DOI
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). DOI
Mathew, Paul A, Alison Farmer, and Jacob Werner."Best Practices Guide: Benchmarking Energy Efficiency in Laboratories." (2020).
Fierro, Gabe, Anand Prakash, Cory Mosiman, Marco Pritoni, Paul Raftery, Michael Wetter, and David Culler."Interactive Metadata Integration with Brick."BuildSys '20: Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (2020). DOI
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). DOI