Publications

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2019
Jia, Ruoxi, Ming Jin, Kaiyu Sun, Tianzhen Hong, and Costas Spanos. "Advanced Building Control via Deep Reinforcement Learning." Energy Procedia 158 (2019) 6158 - 6163.
Jia, Ruoxi, Ming Jin, Kaiyu Sun, Tianzhen Hong, and Costas Spanos. "Advanced Building Control via Deep Reinforcement Learning." Energy Procedia 158 (2019) 6158 - 6163.
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. California Energy Commission, 2019.
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. LBNL 2001214.
Touzani, Samir, Jessica Granderson, David A Jump, and Derrick Rebello. "Evaluation of Methods to Assess the Uncertainty in Estimated Energy Savings." Energy and Buildings 193 (2019).
Taylor, Margaret, K. Sydny Fujita, Jingjing Zhang, Mustapha Harb, James Tamerius, Michelle Jones, and Sarah K Price. Explaining jurisdictional compliance with California’s top-down streamlined solar permitting law (AB 2188). 2019.
Gilbert, Haley E, Tom Jacobs, Seongeun Jeong, Melvin Pomerantz, Dev Millstein, Doug Norsby, Andrea Repinsky, and Ronnen M Levinson. Heat Island Mitigation Assessment and Policy Development for the Kansas City Region. 2019.
Gilbert, Haley E, Tom Jacobs, Seongeun Jeong, Melvin Pomerantz, Dev Millstein, Doug Norsby, Andrea Repinsky, and Ronnen M Levinson. Heat Island Mitigation Assessment and Policy Development for the Kansas City Region. 2019.
Frank, Stephen, Guanjing Lin, Xin Jin, Rupam Singla, Amanda Farthing, and Jessica Granderson. "A performance evaluation framework for building fault detection and diagnosis algorithms." Energy and Buildings 192 (2019) 84 - 92.
Blum, David, Filip Jorissen, Sen Huang, Yan Chen, Javier Arroyo, Kyle Benne, Yanfei Li, Valentin Gavan, Lisa Rivalin, Lieve Helsen, Draguna Vrabie, Michael Wetter, and Marina Sofos. "Prototyping the BOPTEST Framework for Simulation-Based Testing of Advanced Control Strategies in Buildings." IBPSA Building Simulation 2019. Rome, Italy, 2019.
Schwartz, Peter, Brian F Gerke, Jennifer Potter, Alastair Robinson, David Jagger, Kelly Sanders, Yao-Yung Wen, Jasmine Shepard, and Teddy Kisch. The Value Proposition for Cost-Effective, Demand Responsive-Enabling, Nonresidential Lighting System Retrofits in California Buildings. 2019.
2018
Zhou, Xin, Da Yan, Jingjing An, Tianzhen Hong, Xing Shi, and Xing Jin. "Comparative Study of Air-Conditioning Energy Use of Four Office Buildings in China and USA." Energy and Buildings 169 (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.
Sherman, Max, Iain S Walker, and Benjamin Jones. "Economics of Indoor Air Quality." 39th AIVC Conference. 2018. 2001244.
Fischer, Marc L, Wanyu R Chan, William W Delp, Seongeun Jeong, Vi H Rapp, and Zhimin Zhu. "An Estimate of Natural Gas Methane Emissions from California Homes." Environmental Science & Technology (2018).
Jia, Hongyuan, Xiufeng Pang, and Philip Haves. "Experimentally-determined characteristics of radiant systems for office buildings." Applied Energy 221 (2018) 41 - 54.
Sangogboye, Fisayo Caleb, Ruoxi Jia, Tianzhen Hong, Costas Spanos, and Mikkel Baun Kjærgaard. "A Framework for Privacy-Preserving Data Publishing with Enhanced Utility for Cyber-Physical Systems." ACM Transactions on Sensor Networks 14.3-4 (2018) 1 - 22.
Jahromi, Omid, and Alan K Meier. "Real-Time Itemized Electricity Consumption Intelligence for Military Bases." IEEE 2018.
2017
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, Julia Szinai, Travis Walter, Lucy McKenzie, Luke Lavin, Brendan Schneiderman, Ana Mileva, Eric Cutter, Arne Olson, Josh L Bode, Adriana Ciccone, and Ankit Jain. 2025 California Demand Response Potential Study - Charting California's Demand Response Future: Final Report on Phase 2 Results. 2017. LBNL-2001113.
Breunig, Hanna, Ling Jin, Alastair Robinson, and Corinne Scown. "Bioenergy Potential from Food Waste in California." Environmental Science & Technology (2017). LBNL-1007105.
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.
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.
Haves, Philip, Xiufeng Pang, and Hongyuan Jia. Experimentally-Determined Characteristics of Radiant Systems for Commercial Buildings. Pacific Gas & Electric, 2017.
Vossos, Vagelis, Karl Johnson, Margarita Kloss, Mukesh Khattar, Daniel L Gerber, and Richard E Brown. Review of DC Power Distribution in Buildings: A Technology and Market Assessment. Berkeley, CA: Lawrence Berkeley National Laboratory, 2017. LBNL-2001006.

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