Publications

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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.
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." ACEEE Summer Study on Energy Efficiency in Buildings. 2020.
Sanchez, Lino, Paul A Mathew, Sang Hoon Lee, and Travis Walter. "Developing and Evaluating a Metric for Office Building Energy Resilience During a Power Outage." 2020 Summer Study on Energy Efficiency in Buildings. 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.
Lin, Guanjing, Marco Pritoni, Yiming Chen, and Jessica Granderson. "Development and Implementation of Fault-Correction Algorithms in Fault Detection and Diagnostics Tools." Energies 13 (2020).
Zhang, Kun, David H Blum, Milica Grahovac, Jianjun Hu, Jessica Granderson, and Michael Wetter. "Development and Verification of Control Sequences for Single- Zone Variable Air Volume System Based on ASHRAE Guideline 36." American Modelica Conference 2020. Boulder, Colorado: Proceedings of the American Modelica Conference 2020, 2020.
Wang, Zhe, Jingyi Wang, Yueer He, Yanchen Liu, Borong Lin, and Tianzhen Hong. "Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning." Journal of Building Engineering 29 (2020) 101120.
Yoon, Nari, Leslie K Norford, Ali Malkawi, Holly Samuelson, and Mary Ann Piette. "Dynamic metrics of natural ventilation cooling effectiveness for interactive modeling." Building and Environment 180.106994 (2020).
2018
Panagopoulos, Athanasios Aris, Michail Katsigiannis, Marco Pritoni, Gabe Fierro, Daniel Lengyel, Therese Peffer, Georgios Chalkiadakis, and David Culler. "Dealing with Expected Thermal Discomfort." ACEEE Summer Study on Energy Efficiency in Buildings 2018.
Kim, Yang-Seon, Iain S Walker, and William W Delp. "Development of a standard capture efficiency test method for residential kitchen ventilation." Science and Technology for the Built Environment 24 (2018) 176–187.
Mathew, Paul A, Nancy Wallace, Paulo Issler, Baptiste Ravache, Philip Coleman, and Cindy Zhu. "Do energy costs really affect commercial mortgage default risk? New results and implications for energy efficiency investments." 2018 Summer Study on Energy Efficiency in Buildings. 2018.
Gerke, Brian F, Jennifer Potter, Peter Schwartz, Alastair Robinson, David Jagger, Jasmine Shepard, Teddy Kisch, and Adel Suleiman. "Driving Adoption of Demand-Responsive Commercial Lighting with a Clarified Value Proposition: Site Level Energy Savings and Cost-Benefit Analysis." 2018 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA, 2018.
Lee, Eleanor S, Christoph Gehbauer, Anothai Thanachareonkit, Luis L Fernandes, and Taoning Wang. "Dual-Zone Solar Control Indoor Shade: Demonstration at the Ronald V. Dellums Federal Building and U.S. Courthouse, 1301 Clay Street, Oakland, California and the Lawrence Berkeley National Laboratory Advanced Windows Testbed, Berkeley, California." 2018. LBNL - 2001196.
2017
Luo, Na, Tianzhen Hong, Hui Li, Rouxi Jia, and Wenguo Weng. Data Analytics and Optimization of an Ice-Based Energy Storage System for Commercial Buildings. 2017.
McNeil, Andrew, Eleanor S Lee, and Jacob C Jonsson. "Daylight performance of a microstructured prismatic window film in deep open plan offices." Building and Environment 113 (2017) 280–297. LBNL-2001167.
Vossos, Vagelis, Stephen Pantano, Ruby Heard, and Richard E Brown. "DC Appliances and DC Power Distribution: A Bridge to the Future Net Zero Energy Home." 9th International Conference on Energy Efficiency in Domestic Appliances and Lighting . 2017. LBNL-2001084.
Alstone, Peter, Jennifer Potter, Mary Ann Piette, Peter Schwartz, Michael A Berger, Laurel N Dunn, Sarah Josephine Smith, Michael D Sohn, Arian Aghajanzadeh, Sofia Stensson, and Julia Szinai. Demand Response Potential for California SubLAPs and Local Capacity Planning Areas: An Addendum to the 2025 California Demand Response Potential Study - Phase 2. 2017. LBNL-2001114.
Lee, Eleanor S, Luis L Fernandes, Taoning Wang, Stephen E Selkowitz, Steven Mesh, Yetsuh Frank, and Richard Yancey. Demonstration of Energy Efficient Retrofits for Lighting and Daylighting in New York City Office Buildings. 2017.
Kim, Yang-Seon, Iain S Walker, and William W Delp. Development of a Standard Test Method for Reducing the Uncertainties in Measuring the Capture Efficiency of Range Hoods. 2017. LBNL-2001009.
Parker, Andrew, Philip Haves, Subhash Jegi, Vishal Garg, and Baptiste Ravache. "Development of Automated Procedures to Generate Reference Building Models for ASHRAE Standard 90.1 and India’s Building Energy Code and Implementation in OpenStudio." Building Simulation 2017. San Francisco, CA, 2017. LBNL-2001052.

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