Publications: FLEXLAB
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2020
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 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
Mathew, Paul A., Cynthia Regnier, Jordan Shackelford, and Travis Walter."Leading in Los Angeles: Demonstrating scalable emerging energy efficient technologies for integrated façade, lighting, and plug loads INTER System FLEXLAB Test Report."
(2020). DOI
Mathew, Paul A., Philip Coleman, Cynthia Regnier, Jordan Shackelford, Duane Kubischta, Sarah Zaleski, and Blake Dressel."Package deals for deep savings: Scaling deep retrofits in commercial buildings with integrated systems packages."ACEEE
(2020).
Regnier, Cynthia, Paul A. Mathew, Alastair Robinson, and Jordan Shackelford."System Retrofits in Efficiency Programs: Track Record and Outlook."ACEEE Summer Study
(2020).
Regnier, Cynthia, Paul A. Mathew, Alastair Robinson, Jordan Shackelford, and Travis Walter."Systems Retrofit Trends in Commercial Buildings: Opening Up Opportunities for Deeper Savings."
(2020).
Regnier, Cynthia, Luis L. Fernandes, Kaiyu Sun, and John Bruschi."ZNE for All! Enabling Zero Net Energy Retrofits for Small Commercial Offices."ACEEE Summer Study
(2020).
2019
Swenson, Tucker Jennings, Evangelos Vrettos, Joscha Mueller, and Christoph Gehbauer."Open µPMU Event Dataset: Detection and Characterization at LBNL Campus."2019 IEEE Power & Energy Society General Meeting (PESGM)
(2019). DOI
Singh, Reshma, Mary Ann Piette, Ashok J. Gadgil, Rajan Rawal, Narendra Bansal, Vishal Garg, Jyotirmay Mathur, Philip Haves, Paul A. Mathew, Christian Kohler, Mahabir Bhandari, Gail Brager, Vivian Loftness, Narendran Nadarajah, Ronnen M. Levinson, Richard E. Brown, Andre Desjarlais, Milind Rane, Sanyogita Manu, Yash Shukla, and Mona Doctor-Pingel."R&D and Implementation Outcomes From The U.S.-India Bilateral Center For Building Energy Research And Development Program."
(2019). DOI
Mathew, Paul A., Philip Coleman, Janie Page, Cynthia Regnier, Jordan Shackelford, Greg Hopkins, Matt Jungclaus, and Victor Olgyay."Energy Efficiency and the Real Estate Lifecycle: Stakeholder Perspectives."
(2019).
Singh, Reshma, Baptiste Ravache, and Mary Ann Piette."Energy Modeling in Urban Districts: Forecast of multi-sector Energy Use and GHG Emissions."
(2019).
Vrettos, Evangelos, and Christoph Gehbauer."A Hybrid Approach for Short-Term PV Power Forecasting in Predictive Control Applications."2019 IEEE Milan PowerTech
(2019). DOI
Hong, Tianzhen, and Sang Hoon Lee."Integrating physics-based models with sensor data: An inverse modeling approach."Building and Environment
154 (2019) 23 - 31. DOI
Lee, , Sang Hoon, and Tianzhen Hong."Validation of an inverse model of zone air heat balance."Building and Environment
161 (2019) 106232. DOI