Whole Building Systems Department

Granderson, Jessica, Samuel Fernandes, and Anand Prakash. "Unmanned Aerial Vehicle Image Dataset of the Built Environment for 3D reconstruction (UAVID3D)." (2023).

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Zhao, Haoran, Woody Delp, Wanyu R Chan, Brett C Singer, and Iain S Walker. "Performance of Microwave Range Hoods Compared to Traditional Range Hoods." Indoor Air Conference. 2020.

Walker, Iain S, Nuria Casquero-Modrego, and Brennan Less. Challenges and Opportunities for Home Decarbonization. 2023.

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).

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Zhou, Nan, Nina Khanna, Jingjing Zhang, Hongyou Lu, Lynn K Price, David Fridley, Jing Ke, Wei Feng, Bo Shen, Jiang Lin, and Mark D Levine. China Energy Outlook 2022. 2022.

Regnier, Cynthia, Luis L Fernandes, Kaiyu Sun, Pia Engel-Moss, Tom Abram, Luke McGuire, and Ruju Rathod. Integrated Whole-Building Zero Net Energy Retrofits for Small Commercial Offices. 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).

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Chen, Zhelun, Zheng O’Neill, Jin Wen, Ojas Pradhan, Tao Yang, Xing Lu, Guanjing Lin, Shohei Miyata, Seungjae Lee, Chou Shen, Roberto Chiosa, Marco Savino Piscitelli, Alfonso Capozzoli, Franz Hengel, Alexander Kuhrer, Marco Pritonic, Wei Liu, John Claub, Yimin Chen, and Terry Herr. "A review of data-driven fault detection and diagnostics for building HVAC systems." Applied Energy Vol.339 No.121030 (2023).

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Hasanbeigi, Ali, Hongyou Lu, and Nan Zhou. Net-Zero Roadmap for China’s Steel Industry. 2023.

Mathew, Paul A, Jordan Shackelford, Cynthia Regnier, Sang Hoon Lee, and Travis Walter. "Energy efficiency package for rooftop unit replacement: laboratory testing and validation of energy savings." Science and Technology for the Built Environment (2022).

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Zhou, Nan, Reshma Singh, Carolyn Szum, and Mary Ann Piette. "NZW South East Asia Center For Innovation in the Built Environment (SEIBE) A Preliminary Blueprint." 2022.

Casquero-Modrego, Nuria, WR Chan, Brennan Less, and Iain S Walker. "Getting to Scale for Decarbonizing Homes in the US: An Industry Survey." SBE22Delft - Innovations for the Urban Energy Transition: Preparing for the European Renovation Wave. 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.

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.

Piette, Mary Ann, Jingjing Liu, Bruce Nordman, Sarah Josephine Smith, Richard E Brown, Marco Pritoni, and Brian F Gerke. "Accelerating Decarbonization with the California Load Flexibility Research and Deployment Hub." 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.

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. West Lafayette, Indiana: Purdue University, 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. Pacific Grove, CA: ACEEE, 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. Pacific Grove, CA: ACEEE, 2022.

Chen, Yimin, Jin Wen, Ojas Pradhan, James Lo, and Teresa Wu. "Using discrete Bayesian networks for diagnosing and isolating cross-level faults in HVAC systems." Applied Energy 327 (2022).

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