Publications
2022
Regnier, Cynthia, Paul A. Mathew, Leo Rainer, and Christopher CaraDonna."Systems Packages for Washington State Building Performance Standard Incentive Program: Phase 1 Analysis."
(2022).
Chen, Yimin, Jin Wen, and James Lo."Using Weather and Schedule based Pattern Matching and Feature based PCA for Whole Building Fault Detection — Part I Development of the Method."ASME Journal of Engineering for Sustainable Buildings and Cities
3 (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
(2021). DOI
Pradhan, Ojas, Jin Wen, Yimin Chen, Xing Lu, Mengyuan Chu, Yangyang Fu, Zheng O'Neill, Teresa Wu, and Selcuk Candan."Dynamic Bayesian Network-Based Fault Diagnosis for ASHRAE Guideline 36: High Performance Sequence of Operation for HVAC Systems."The 1st ACM International Workshop on Big Data and Machine Learning for Smart Buildings and Cities (ACM BALANCES)
(2021). DOI
Baudette, Maxime, Jaimie Swartz, Keith Moffat, Jasper Pakshong, Leo Chu, Christoph Gehbauer, and Alexandra von Meier."Hardware-In-the-Loop Benchmarking Setup for Phasor Based Control Validation."
(2021). DOI
Singer, Brett C., Haoran Zhao, Chelsea V. Preble, William W. Delp, Jovan Pantelic, Michael D. Sohn, and Thomas W. Kirchstetter."Measured Influence of Overhead HVAC on Exposure to Airborne Contaminants from Simulated Speaking in a Meeting and a Classroom."Indoor Air
(2021). DOI
Shackelford, Jordan, and Alan K. Meier."Laboratory Evaluation of Tunable White LEDs for Circadian Lighting in Commercial Offices."
(2021).
Singer, Brett C., Wanyu R. Chan, William W. Delp, Iain S. Walker, and Haoran Zhao."Effective Kitchen Ventilation for Healthy Zero Net Energy Homes with Natural Gas."
(2021).
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).
2020
Mathew, Paul A., Cynthia Regnier, Jordan Shackelford, and Travis Walter."Energy Efficiency Package for Tenant Fit-Out:Laboratory Testing and Validation of Energy Savingsand Indoor Environmental Quality."Energies
(2020). DOI
Carbonnier, Kevin, Cathy Higgins, Katie Wilson, Michael Mutmansky, John Rossi, and Paul A. Mathew."Blind to Blinds: Opening Our Eyes to Savings from New Automated Shading Systems."ACEEE Summer Study in Buildings 2020
(2020). DOI
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
Liu, Jingjing, Rongxin Yin, Marco Pritoni, Mary Ann Piette, and Monica Neukomm."Developing and Evaluating Metrics for Demand Flexibility in Buildings: Comparing Simulations and Field Data."ACEEE Summer Study
(2020). DOI
Zhao, Haoran, Wanyu R. Chan, William W. Delp, Iain S. Walker, and Brett C. Singer."Measured Performance of Over the Range Microwave Range Hoods."
(2020).
Haves, Philip, Baptiste Ravache, and Mehry Yazdanian."Accuracy of HVAC Load Predictions: Validation of EnergyPlus and DOE-2 using FLEXLAB Measurements."
(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).
Gehbauer, Christoph, Joscha Mueller, Tucker Jennings Swenson, and Evangelos Vrettos."Photovoltaic and Behind-the-Meter Battery Storage: Advanced Smart Inverter Controls and Field Demonstration."
(2020).
Baudette, Maxime, Daniel Arnold, Craig Breaden, Michael D. Sankur, Duncan S. Callaway, and Jason S. MacDonald."HIL-validation of an Extremum Seeking-based Controller for Advanced DER Management."2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)
(2020). DOI
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
Brown, Richard E., Peter Schwartz, Bruce Nordman, Jordan Shackelford, Aditya Khandekar, Neal Jackson, Anand Prakash, Srijit Ghosh, and Erik Page."Developing Flexible, Networked Lighting Control Systems That Reliably Save Energy in California Buildings."
(2020). DOI
Lee, Eleanor S., Anothai Thanachareonkit, D. Charlie Curcija, Gregory J. Ward, Taoning Wang, David Geisler-Moroder, Christoph Gehbauer, John Breshears, Luis L. Fernandes, Stephen E. Selkowitz, Robert Hart, Christian Kohler, David H. Blum, Jinqing Peng, and Howdy Goudey."High-Performance Integrated Window and Façade Solutions for California."
(2020).
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
Shackelford, Jordan, Paul A. Mathew, Cynthia Regnier, and Travis Walter."Laboratory Validation of Integrated Lighting Systems Retrofit Performance and Energy Savings."Energies
(2020). DOI