Publications by Research Area
Publications by Division
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
Walker, Iain S., Nuria Casquero-Modrego, and Brennan Less."Challenges and Opportunities for Home Decarbonization." (2023).
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).
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). DOI
Granderson, Jessica, Samuel Fernandes, and Anand Prakash."Unmanned Aerial Vehicle Image Dataset of the Built Environment for 3D reconstruction (UAVID3D)." (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
Liu, Jingjing, Rongxin Yin, Lili Yu, Mary Ann Piette, Marco Pritoni, Armando Casillas, Jiarong Xie, Tianzhen Hong, Monica Neukomm, and Peter Schwartz."Defining and applying an electricity demand flexibility benchmarking metrics framework for grid-interactive efficient commercial buildings."Advances in Applied Energy 8 (2022) 100107. DOI
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). DOI
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). DOI
Gautier, Antoine, Michael Wetter, and Matthias Sulzer."Resilient cooling through geothermal district energy system."Applied Energy 325 (2022) 119880. DOI
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). DOI
Piette, Mary Ann, Jingjing Liu, Bruce Nordman, Sarah Smith, Richard E. Brown, Marco Pritoni, and Brian F. Gerke."Accelerating Decarbonization with the California Load Flexibility Research and Deployment Hub." (2022).
Regnier, Cynthia, Paul A. Mathew, Jordan Shackelford, Sang Hoon Lee, Alastair Robinson, and Travis Walter."Multi-technology building system retrofits for utility incentive programs: Savings, costs and baseline considerations."Energy and Buildings (2022). DOI
Liu, Jingjing, Lili Yu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, Monica Neukomm, and Amir Roth."Benchmarking Demand Flexibility in Commercial Buildings and Flattening the Duck – Addressing Baseline and Commissioning Challenges."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
Prakash, Anand Krishnan, Marco Pritoni, Margarita Kloss, Mary Ann Piette, Michel Kamel, and Dotty Hage."Cloud-Control of Legacy Building Automation System: A case study."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI
Walker, Iain S., Brennan Less, David M. Lorenzetti, Michael D. Sohn, and Nuria Casquero-Modrego."Compartmentalization and Ventilation System Impacts on Air and Contaminant Transport for a Multifamily Building."Buildings XV Conference (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).
Helmns, Dre, Armando Casillas, Anand Prakash, David Blum, Marco Pritoni, Spencer M. Dutton, Jonathan Woolley, and Subhrajit Chakraborty."Heat Pumps with Phase Change Thermal Storage: Flexible, Efficient, and Electrification Friendly."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
Roa, Carlos Duarte, Paul Raftery, Ruiji Sun, Lazlo Paul, Anand Krishnan Prakash, Marco Pritoni, Gabe Fierro, and Therese Peffer."Towards a Stronger Foundation: Digitizing Commercial Buildings with Brick to Enable Portable Advanced Applications."2022 Summer Study on Energy Efficiency in Buildings (2022). DOI