ACS Publications. Most Trusted. Most Cited. Most Read
Effects of Climate Change on Capacity Expansion Decisions of an Electricity Generation Fleet in the Southeast U.S.
My Activity

Figure 1Loading Img
    Energy and Climate

    Effects of Climate Change on Capacity Expansion Decisions of an Electricity Generation Fleet in the Southeast U.S.
    Click to copy article linkArticle link copied!

    • Francisco Ralston Fonseca*
      Francisco Ralston Fonseca
      Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
      *Email: [email protected]
    • Michael Craig
      Michael Craig
      Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
      School for Environment and Sustainability, University of Michigan, Ann Arbor, Michigan 48109, United States
    • Paulina Jaramillo
      Paulina Jaramillo
      Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
    • Mario Bergés
      Mario Bergés
      Environmental and Civil Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
    • Edson Severnini
      Edson Severnini
      Heinz College, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
    • Aviva Loew
      Aviva Loew
      Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
      More by Aviva Loew
    • Haibo Zhai
      Haibo Zhai
      Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
      Civil and Architectural Engineering, University of Wyoming, Laramie, Wyoming 82071, United States
      More by Haibo Zhai
    • Yifan Cheng
      Yifan Cheng
      Civil and Environmental Engineering, University of Washington, Seattle, Washington 98115, United States
      More by Yifan Cheng
    • Bart Nijssen
      Bart Nijssen
      Civil and Environmental Engineering, University of Washington, Seattle, Washington 98115, United States
      More by Bart Nijssen
    • Nathalie Voisin
      Nathalie Voisin
      Civil and Environmental Engineering, University of Washington, Seattle, Washington 98115, United States
      Pacific Northwest National Laboratory, Richland, Washington 99354, United States
    • John Yearsley
      John Yearsley
      Civil and Environmental Engineering, University of Washington, Seattle, Washington 98115, United States
    Other Access OptionsSupporting Information (1)

    Environmental Science & Technology

    Cite this: Environ. Sci. Technol. 2021, 55, 4, 2522–2531
    Click to copy citationCitation copied!
    https://doi.org/10.1021/acs.est.0c06547
    Published January 26, 2021
    Copyright © 2021 American Chemical Society

    Abstract

    Click to copy section linkSection link copied!
    Abstract Image

    The electric power sector in the United States faces many challenges related to climate change. On the demand side, climate change could shift demand patterns due to increased air temperatures. On the supply side, climate change could lead to deratings of thermal units due to changes in air temperature, water temperature, and water availability. Past studies have typically analyzed these risks separately. Here, we developed an integrated, multimodel framework to analyze how compounding risks of climate-change impacts on demand and supply affect long-term planning decisions in the power system. In the southeast U.S., we found that compounding climate-change impacts could result in a 35% increase in installed capacity by 2050 relative to the reference case. Participation of renewables, particularly solar, in the fleet increased, driven mostly by the expected increase in summertime peak demand. Such capacity requirements would increase investment costs by approximately 31 billion (USD 2015) over the next 30 years, compared to the reference case. These changes in investment decisions align with carbon emission mitigation strategies, highlighting how adaptation and mitigation strategies can converge.

    Copyright © 2021 American Chemical Society

    Read this article

    To access this article, please review the available access options below.

    Get instant access

    Purchase Access

    Read this article for 48 hours. Check out below using your ACS ID or as a guest.

    Recommended

    Access through Your Institution

    You may have access to this article through your institution.

    Your institution does not have access to this content. Add or change your institution or let them know you’d like them to include access.

    Supporting Information

    Click to copy section linkSection link copied!

    The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acs.est.0c06547.

    • Additional details of modeling framework; detailed formulation of optimization model; parameters used in the capacity expansion model; and tables and figures with additional results (PDF)

    Terms & Conditions

    Most electronic Supporting Information files are available without a subscription to ACS Web Editions. Such files may be downloaded by article for research use (if there is a public use license linked to the relevant article, that license may permit other uses). Permission may be obtained from ACS for other uses through requests via the RightsLink permission system: http://pubs.acs.org/page/copyright/permissions.html.

    Cited By

    Click to copy section linkSection link copied!
    Citation Statements
    Explore this article's citation statements on scite.ai

    This article is cited by 41 publications.

    1. Shen Wang, Hanzhi Wang, J. Hugh Ellis, Benjamin F. Hobbs. Linking Electricity and Air Quality Models by Downscaling: Weather-Informed Hourly Dispatch of Generation Accounting for Renewable and Load Temporal Variability Scenarios. Environmental Science & Technology 2024, 58 (46) , 20389-20400. https://doi.org/10.1021/acs.est.4c08060
    2. Francisco Ralston Fonseca, Michael Craig, Paulina Jaramillo, Mario Bergés, Edson Severnini, Aviva Loew, Haibo Zhai, Yifan Cheng, Bart Nijssen, Nathalie Voisin, John Yearsley. Climate-Induced Tradeoffs in Planning and Operating Costs of a Regional Electricity System. Environmental Science & Technology 2021, 55 (16) , 11204-11215. https://doi.org/10.1021/acs.est.1c01334
    3. John Bistline. Variability in Deeply Decarbonized Electricity Systems. Environmental Science & Technology 2021, 55 (9) , 5629-5635. https://doi.org/10.1021/acs.est.0c06708
    4. Baojun Tang, Yun Wu, Biying Yu, Robert Harmsen, Jing Hu, Wina Crijns-Graus, Yi-Ming Wei. Integrating climate change impacts into power system planning for achieving carbon neutrality in China. Structural Change and Economic Dynamics 2025, 73 , 248-261. https://doi.org/10.1016/j.strueco.2025.01.003
    5. Hang Shuai, Fangxing Li, Jinxiang Zhu, William Jerome Tingen, Srijib Mukherjee. Hydroclimate-coupled framework for assessing power system resilience under summer drought and climate change. Renewable and Sustainable Energy Reviews 2025, 213 , 115397. https://doi.org/10.1016/j.rser.2025.115397
    6. Brian Tarroja, Dustin Mulvaney, Rebecca Peer, Emily Grubert. Evaluating the effectiveness of cost-minimal planning of decarbonized electricity systems in reducing life cycle greenhouse gas emissions. Environmental Research: Energy 2025, 2 (1) , 015008. https://doi.org/10.1088/2753-3751/ada96c
    7. Xiaoyu Jin, Benxi Liu, Zhihao Deng, Zhipeng Zhao, Yi Zhang, Rui Cao, Jia Lu, Chuntian Cheng. Deriving strategic region-wise hydro-wind-solar portfolios. Renewable and Sustainable Energy Reviews 2025, 210 , 115145. https://doi.org/10.1016/j.rser.2024.115145
    8. Sergiy Panchenko, Valentyn Moiseienko, Olha Аnanіevа, Mykhailo Babaiev, Vasyl Sotnyk. System of Automatic Notification of Personnel About Damage to Power Supply Facilities. 2025, 103-111. https://doi.org/10.1007/978-3-031-82979-6_11
    9. Drew A. Kassel, Joshua D. Rhodes, Michael E. Webber. A method to analyze the costs and emissions tradeoffs of connecting ERCOT to WECC. Applied Energy 2025, 378 , 124732. https://doi.org/10.1016/j.apenergy.2024.124732
    10. Joan Delort Ylla, Alexis Tantet, Philippe Drobinski. Impact of climate change on high wind and solar optimal mixes and system costs: the case of France. Advances in Geosciences 2025, 65 , 159-169. https://doi.org/10.5194/adgeo-65-159-2025
    11. Kendall Mongird, Jennie Rice. An Integrated and Iterative Multiscale Modeling Framework for Robust Capacity Expansion Planning. Current Sustainable/Renewable Energy Reports 2024, 11 (4) , 77-84. https://doi.org/10.1007/s40518-024-00238-5
    12. Julia K. Szinai, David Yates, Pedro A. Sánchez-Pérez, Martin Staadecker, Daniel M. Kammen, Andrew D. Jones, Patricia Hidalgo-Gonzalez. Climate change and its influence on water systems increases the cost of electricity system decarbonization. Nature Communications 2024, 15 (1) https://doi.org/10.1038/s41467-024-54162-9
    13. Srihari Sundar, Flavio Lehner, Nathalie Voisin, Michael T. Craig. Identifying Robust Decarbonization Pathways for the Western U.S. Electric Power System Under Deep Climate Uncertainty. Earth's Future 2024, 12 (10) https://doi.org/10.1029/2024EF004769
    14. Fontina Petrakopoulou, Alexander Robinson. Evaluation of a concentrated solar power plant under meteorological and climatological forcing. Energy Reports 2024, 11 , 4776-4783. https://doi.org/10.1016/j.egyr.2024.04.044
    15. Angelo Costa Gurgel, John Reilly, Jennifer Morris, C. Adam Schlosser, Xiang Gao, Mei Yuan, Karen Tapia-Ahumada. Assessing compounding climate-related stresses and development pathways on the power sector in the central U.S.. Mitigation and Adaptation Strategies for Global Change 2024, 29 (4) https://doi.org/10.1007/s11027-024-10119-3
    16. Deborah Carr, Giacomo Falchetta, Ian Sue Wing, . Population Aging and Heat Exposure in the 21st Century: Which U.S. Regions Are at Greatest Risk and Why?. The Gerontologist 2024, 64 (3) https://doi.org/10.1093/geront/gnad050
    17. Mort Webster*, Karen Fisher-Vanden, Ian Sue Wing. The Economics of Power System Transitions. Review of Environmental Economics and Policy 2024, 18 (1) , 66-87. https://doi.org/10.1086/728101
    18. Laure Baratgin, Jan Polcher, Patrice Dumas, Philippe Quirion. Modeling hydropower operations at the scale of a power grid: a demand-based approach. Hydrology and Earth System Sciences 2024, 28 (24) , 5479-5509. https://doi.org/10.5194/hess-28-5479-2024
    19. Julia Szinai, David Yates, Pedro Sánchez Pérez, Martin Staadecker, Daniel Kammen, Andrew Jones, Patricia Hidalgo-Gonzalez. Climate change and its influence on water systems increases the cost of electricity system decarbonization. 2023https://doi.org/10.21203/rs.3.rs-3359999/v1
    20. Reshma Shinde, Shivansh, Yogendra Shastri, Anand B. Rao, Arpita Mondal. Quantification of climate change-driven water stress on thermal power plants in India. Computers & Chemical Engineering 2023, 179 , 108454. https://doi.org/10.1016/j.compchemeng.2023.108454
    21. Todd Levin, John Bistline, Ramteen Sioshansi, Wesley J. Cole, Jonghwan Kwon, Scott P. Burger, George W. Crabtree, Jesse D. Jenkins, Rebecca O’Neil, Magnus Korpås, Sonja Wogrin, Benjamin F. Hobbs, Robert Rosner, Venkat Srinivasan, Audun Botterud. Energy storage solutions to decarbonize electricity through enhanced capacity expansion modelling. Nature Energy 2023, 8 (11) , 1199-1208. https://doi.org/10.1038/s41560-023-01340-6
    22. Taylin Spurlock, Kelly Sewell, Margaret M. Sugg, Jennifer D. Runkle, Rodrigo Mercado, Jennifer Schroeder Tyson, Jamie Russell. A spatial analysis of power-dependent medical equipment and extreme weather risk in the southeastern United States. International Journal of Disaster Risk Reduction 2023, 95 , 103844. https://doi.org/10.1016/j.ijdrr.2023.103844
    23. Joseph W. Chang, Amy W. Ando, Mengye Chen. Valuing changes in the portfolio of service flows from climate-induced extremes on a linked food, energy, water system (C-FEWS). Frontiers in Environmental Science 2023, 11 https://doi.org/10.3389/fenvs.2023.1069483
    24. Leonie Sara Plaga, Valentin Bertsch. Methods for assessing climate uncertainty in energy system models — A systematic literature review. Applied Energy 2023, 331 , 120384. https://doi.org/10.1016/j.apenergy.2022.120384
    25. Aditya Keskar, Christopher Galik, Jeremiah X. Johnson. Planning for winter peaking power systems in the United States. Energy Policy 2023, 173 , 113376. https://doi.org/10.1016/j.enpol.2022.113376
    26. Kenji Doering, C Lindsay Anderson, Scott Steinschneider. Evaluating the intensity, duration and frequency of flexible energy resources needed in a zero-emission, hydropower reliant power system. Oxford Open Energy 2023, 2 https://doi.org/10.1093/ooenergy/oiad003
    27. Franklyn Kanyako, Jonathan Lamontagne, Erin Baker, Sean Turner, Thomas Wild. Seasonality and trade in hydro-heavy electricity markets: A case study with the West Africa Power Pool (WAPP). Applied Energy 2023, 329 , 120214. https://doi.org/10.1016/j.apenergy.2022.120214
    28. Daniel Harkness, Scott Pinkerton. PROTECTING THE FUTURE OF CLEAN AND DISTRIBUTED ENERGY TECHNOLOGIES THROUGH COLLABORATIVE CYBER THREAT ANALYSIS AND INFORMATION SHARING. International Journal of Energy for a Clean Environment 2023, 24 (8) , 29-37. https://doi.org/10.1615/InterJEnerCleanEnv.2023044745
    29. Fontina Petrakopoulou, Alexander Robinson, Marina Olmeda-Delgado. Evaluation of a Concentrated Solar Power Plant Under Meteorological and Climatological Forcing. 2023https://doi.org/10.2139/ssrn.4526873
    30. Craig D. Zamuda, Daniel E. Bilello, Jon Carmack, Xujing Jia Davis, Rebecca A. Efroymson, Kenneth M. Goff, Tianzhen Hong, Anhar Karimjee, Daniel H. Loughlin, Sara Upchurch, Nathalie Voisin, , , , , , . Chapter 5 : Energy Supply, Delivery, and Demand. Fifth National Climate Assessment. 2023https://doi.org/10.7930/NCA5.2023.CH5
    31. Yao Wang, Zhenxing Zhang, Emily Elizabeth Allen, Laura Andrea De La Guardia Hernandez, Guangping Qie, Xuguang Wu, Weiguo Zhao. An integrated framework to assess climate change impacts on water use for thermoelectric power plants. Journal of Cleaner Production 2022, 376 , 134271. https://doi.org/10.1016/j.jclepro.2022.134271
    32. Stuart M. Cohen, Ana Dyreson, Sean Turner, Vince Tidwell, Nathalie Voisin, Ariel Miara. A multi-model framework for assessing long- and short-term climate influences on the electric grid. Applied Energy 2022, 317 , 119193. https://doi.org/10.1016/j.apenergy.2022.119193
    33. Anna M Brockway, Liyang Wang, Laurel N Dunn, Duncan Callaway, Andrew Jones. Climate-aware decision-making: lessons for electric grid infrastructure planning and operations. Environmental Research Letters 2022, 17 (7) , 073002. https://doi.org/10.1088/1748-9326/ac7815
    34. Ali Ehsani, Mohammad Bigdeloo, Hassan Alamgholiloo, Esrafil Asgari, Amir Sheikhmohammadi, Shahram Nazari, Bayram Hashemzadeh, Naser Ghasemian. Ternary nanocomposite of TiO2-ZnO/MCM-41: synthesis and electrochemical performance in supercapacitors. Journal of Energy Storage 2022, 50 , 104633. https://doi.org/10.1016/j.est.2022.104633
    35. A. Dyreson, N. Devineni, S. W. D. Turner, T. De Silva M, A. Miara, N. Voisin, S. Cohen, J. Macknick. The Role of Regional Connections in Planning for Future Power System Operations Under Climate Extremes. Earth's Future 2022, 10 (6) https://doi.org/10.1029/2021EF002554
    36. Weiyi Gu, Wenfeng He, Hanshi Su, Beibei Liu. Prioritizing climate change adaptation needs for hydropower sector in China. Environmental Research Letters 2022, 17 (3) , 034040. https://doi.org/10.1088/1748-9326/ac4c1b
    37. Sean W D Turner, Nathalie Voisin. Simulation of hydropower at subcontinental to global scales: a state-of-the-art review. Environmental Research Letters 2022, 17 (2) , 023002. https://doi.org/10.1088/1748-9326/ac4e38
    38. Haibo Zhai, Edward S. Rubin, Eric J. Grol, Andrew C. O'Connell, Zitao Wu, Eric G. Lewis. Dry cooling retrofits at existing fossil fuel-fired power plants in a water-stressed region: Tradeoffs in water savings, cost, and capacity shortfalls. Applied Energy 2022, 306 , 117997. https://doi.org/10.1016/j.apenergy.2021.117997
    39. Hadi Eshraghi, Anderson Rodrigo de Queiroz, A. Sankarasubramanian, Joseph F. DeCarolis. Quantification of climate-induced interannual variability in residential U.S. electricity demand. Energy 2021, 236 , 121273. https://doi.org/10.1016/j.energy.2021.121273
    40. Joy Hill, Jordan Kern, David E. Rupp, Nathalie Voisin, Gregory Characklis. The Effects of Climate Change on Interregional Electricity Market Dynamics on the U.S. West Coast. Earth's Future 2021, 9 (12) https://doi.org/10.1029/2021EF002400
    41. Yang Ou, Matthew Binsted, Gokul Iyer, Pralit Patel, Marshall Wise. US state-level capacity expansion pathways with improved modeling of the power sector dynamics within a multisector model. Energy Strategy Reviews 2021, 38 , 100739. https://doi.org/10.1016/j.esr.2021.100739
    42. Priya L. Donti, J. Zico Kolter. Machine Learning for Sustainable Energy Systems. Annual Review of Environment and Resources 2021, 46 (1) , 719-747. https://doi.org/10.1146/annurev-environ-020220-061831
    43. Ebbe Kyhl Gøtske, Marta Victoria. Future operation of hydropower in Europe under high renewable penetration and climate change. iScience 2021, 24 (9) , 102999. https://doi.org/10.1016/j.isci.2021.102999
    44. Joy Hill, Jordan D. Kern, David Rupp, Nathalie Voisin, Gregory W. Characklis. The Effects of Climate Change on Interregional Electricity Market Dynamics on the U.S. West Coast. 2021https://doi.org/10.1002/essoar.10506741.1

    Environmental Science & Technology

    Cite this: Environ. Sci. Technol. 2021, 55, 4, 2522–2531
    Click to copy citationCitation copied!
    https://doi.org/10.1021/acs.est.0c06547
    Published January 26, 2021
    Copyright © 2021 American Chemical Society

    Article Views

    2072

    Altmetric

    -

    Citations

    Learn about these metrics

    Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.

    Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.

    The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated.