Sustainable Energy Systems

Smith, Sarah Josephine, Samanvitha Murthy, Marius Stuebs, Sunhee Baik, Shreya Agarwal, Bruce Nordman, Margaret Taylor, Richard E Brown, Doug Black, and Mary Ann Piette. California Price Response Potential Study. 2026.

Smith, Sarah Josephine, Marius Stuebs, Samanvitha Murthy, Sunhee Baik, Peter Cappers, Brian F Gerke, Richard E Brown, and Mary Ann Piette. "Potential Impacts of Dynamic Electricity Pricing in California: Load Shape and Customer Bill Impacts Under Elastic Customer Response." 2025.

Robinson, Gerald, Kevin Watson, Andy Walker, Jal Desai, Otto Van Greet, James Elsworth, and Thushara Gunda. Weather impacts on solar PV operations summary of the current body of knowledge and implications for further investigation. 2021.

seto-severeweather_12_21_21.pdf

Adlouni, Mohammed, Ling Jin, Xiaodan Xu, C Anna Spurlock, Alina Lazar, Kaveh Farokhi Sadabadi, Mahyar Amirgholy, and Mona Asudegi. "Macroscopic Emission Modeling of Urban Traffic Using Probe Vehicle Data: A Machine Learning Approach." 2024 IEEE International Conference on Big Data (BigData). IEEE, 2024. 8601–8603.

Xu, Xiaodan, Hung-Chia Yang, Kyungsoo Jeong, William Bui, Srinath Ravulaparthy, Haitam Laarabi, Zachary Needell, and C Anna Spurlock. "Teaching freight mode choice models new tricks using interpretable machine learning methods." Frontiers in Future Transportation 5 (2024).

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Rezaei, Nazanin, Annika Todd-Blick, K Sydny Fujita, Natalie Popovich, Zachary Needell, Cristian Poliziani, Juan Caicedo, Carlos Guirado, and C Anna Spurlock. "At the nexus of equity and transportation modeling: Assessing accessibility through the Individual Experienced Utility-Based Synthesis (INEXUS) metric." Journal of Transport Geography 115 (2024) 103824.

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Sartor, Dale A, Bo Shen, and Arman Shehabi. Repurposing coal assets for a decarbonized digital economy. 2023.

Wei, Max, Chao Ding, Nihar Shah, Brian Holuj, and Marco Duran. Model Regulation Guidelines for Energy-Efficient Ceiling Fans. Nairobi, Kenya: United Nations Environment Programme, 2023.

Park, Won Young, Nihan Karali, Peng Peng, Sunhee Baik, Nihar Shah, Brian Holuj, and Marco Duran. Model Quality and Performance Guidelines for Off-Grid Refrigerating Appliances. Nairobi, Kenya: United Nations Environment Programme, 2023.

Yang, Hung-Chia, Ling Jin, Alina Lazar, Annika Todd-Blick, Alex Sim, Kesheng Wu, Qianmiao Chen, and C Anna Spurlock. "Gender Gaps in Mode Usage, Vehicle Ownership, and Spatial Mobility When Entering Parenthood: A Life Course Perspective." Systems 11.6 (2023) 314.

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Shiraishi, Kenji, Won Young Park, Nikit Abhyankar, Umed Paliwal, Nina Khanna, Toru Morotomi, Jiang Lin, and Amol A Phadke. The 2035 Japan Report: Plummeting Costs of Solar, Wind, and Batteries Can Accelerate Japan’s Clean and Independent Electricity Future. 2023.

Wang, Wenjun, Nina Khanna, Jiang Lin, and Xu Liu. "Black carbon emissions and reduction potential in China: 2015–2050." Journal of Environmental Management 329 (2023).

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Gerke, Brian F, Marius Stübs, Samanvitha Murthy, Aditya Khandekar, Peter Cappers, Richard E Brown, and Mary Ann Piette. Potential bill impacts of dynamic electricity pricing on California utility customers. Lawrence Berkeley National Laboratory, 2024.

Peng, Peng, and Arman Shehabi. "Regional economic potential for recycling consumer waste electronics in the United States." Nature Sustainability (2022).

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Nugroho, Rizqi, Philipp K Rose, Till Gnann, and Max Wei. "Cost of a potential hydrogen-refueling network for heavy-duty vehicles with long-haul application in Germany 2050." International Journal of Hydrogen Energy 46.71 (2021) 35459–35478.

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Mayyas, Ahmad, Max Wei, and Gregorio Levis. "Hydrogen as a long-term, large-scale energy storage solution when coupled with renewable energy sources or grids with dynamic electricity pricing schemes." International Journal of Hydrogen Energy 45.33 (2020) 16311–16325.

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Rand, Joseph, Ryan H Wiser, Will Gorman, Dev Millstein, Joachim Seel, Seongeun Jeong, and Dana Robson. Queued Up: Characteristics of Power Plants Seeking Transmission Interconnection As of the End of 2021. 2022.

Queued Up 2021 Briefing PDF

Queues 2021 Data File XLSX

Queues 2021 Fact Sheet PDF

Mills, Andrew D, Joachim Seel, Dev Millstein, James Hyungkwan Kim, Seongeun Jeong, Cody Warner, and Will Gorman. Solar-to-Grid: Trends in System Impacts, Reliability, and Market Value in the United States with Data Through 2020. 2021.

Annual Solar Value by Plant and County XLSX

Capacity Credit Data by Plant and County XLSX

User Guide for Data File PDF

Wiser, Ryan H, Mark Bolinger, Ben Hoen, Dev Millstein, Joseph Rand, Galen L Barbose, Naïm R Darghouth, Will Gorman, Seongeun Jeong, Andrew D Mills, and Bentham Paulos. Land-Based Wind Market Report: 2021 Edition. 2021.

Bolinger, Mark, Will Gorman, Joseph Rand, Ryan H Wiser, Seongeun Jeong, Joachim Seel, Cody Warner, and Bentham Paulos. Hybrid Power Plants: Status of Installed and Proposed Projects. 2021.