IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v386y2025ics030626192500279x.html
   My bibliography  Save this article

Impact of direct air capture process flexibility and response to ambient conditions in net-zero transition of the power grid

Author

Listed:
  • Arwa, Erick O.
  • Schell, Kristen R.

Abstract

Recent studies show that the cost of transitioning the power grid to a net-zero system could be reduced with the integration of direct air capture (DAC) of carbon dioxide as part of the portfolio of technologies. However, existing capacity expansion studies that model DAC assume that it has a constant capture rate, ignoring the ambient environmental conditions that are known to affect the DAC capture rate as well as geographical location. Furthermore, there are currently no studies that endogenously model DAC flexibility, especially the value of load-shifting in such a large-scale industrial process in capacity expansion optimization. This study develops a capacity expansion optimization model that integrates more realistic data on DAC’s response to ambient environmental conditions as well as DAC process flexibility. Results show that ignoring the impact of ambient environmental conditions leads to underestimation of the required cost, DAC capacity and renewable energy capacity to meet the net-zero goal. It is shown that when DAC capture rate data that has been computed as a function of ambient conditions is used, about 22.2%, 2.5% and 1.9% more DAC, wind and solar capacity, respectively, is required to meet net-zero requirements, relative to the often assumed 90% capture rate. Moreover, increasing the operational flexibility of DAC using material storage in silos was found to lower the cost of generation capacity expansion by lowering the DAC and renewable energy capacity needed to meet the net-zero target. These findings will be useful in improving the accuracy of net-zero transition plans that are focused on climate change mitigation.

Suggested Citation

  • Arwa, Erick O. & Schell, Kristen R., 2025. "Impact of direct air capture process flexibility and response to ambient conditions in net-zero transition of the power grid," Applied Energy, Elsevier, vol. 386(C).
  • Handle: RePEc:eee:appene:v:386:y:2025:i:c:s030626192500279x
    DOI: 10.1016/j.apenergy.2025.125549
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S030626192500279X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2025.125549?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Shu, David Yang & Deutz, Sarah & Winter, Benedikt Alexander & Baumgärtner, Nils & Leenders, Ludger & Bardow, André, 2023. "The role of carbon capture and storage to achieve net-zero energy systems: Trade-offs between economics and the environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 178(C).
    2. Arwa, Erick O. & Schell, Kristen R., 2024. "Batteries or silos: Optimizing storage capacity in direct air capture plants to maximize renewable energy use," Applied Energy, Elsevier, vol. 355(C).
    3. John E. T. Bistline & David T. Young, 2022. "The role of natural gas in reaching net-zero emissions in the electric sector," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    4. John E. T. Bistline & Geoffrey J. Blanford, 2021. "Impact of carbon dioxide removal technologies on deep decarbonization of the electric power sector," Nature Communications, Nature, vol. 12(1), pages 1-12, December.
    5. An, Keju & Farooqui, Azharuddin & McCoy, Sean T., 2022. "The impact of climate on solvent-based direct air capture systems," Applied Energy, Elsevier, vol. 325(C).
    6. Giulia Realmonte & Laurent Drouet & Ajay Gambhir & James Glynn & Adam Hawkes & Alexandre C. Köberle & Massimo Tavoni, 2019. "An inter-model assessment of the role of direct air capture in deep mitigation pathways," Nature Communications, Nature, vol. 10(1), pages 1-12, December.
    7. Toktarova, Alla & Walter, Viktor & Göransson, Lisa & Johnsson, Filip, 2022. "Interaction between electrified steel production and the north European electricity system," Applied Energy, Elsevier, vol. 310(C).
    8. Lara, Cristiana L. & Mallapragada, Dharik S. & Papageorgiou, Dimitri J. & Venkatesh, Aranya & Grossmann, Ignacio E., 2018. "Deterministic electric power infrastructure planning: Mixed-integer programming model and nested decomposition algorithm," European Journal of Operational Research, Elsevier, vol. 271(3), pages 1037-1054.
    9. Liu, Yuhang & Miao, Yihe & Feng, Yuanfan & Wang, Lun & Fujikawa, Shigenori & Yu, Lijun, 2025. "Wind curtailment powered flexible direct air capture," Applied Energy, Elsevier, vol. 377(PC).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wang, Qian & Du, Caiyi & Zhang, Xueguang, 2024. "Direct air capture capacity configuration and cost allocation based on sharing mechanism," Applied Energy, Elsevier, vol. 374(C).
    2. Martin Staadecker & Julia Szinai & Pedro A. Sánchez-Pérez & Sarah Kurtz & Patricia Hidalgo-Gonzalez, 2024. "The value of long-duration energy storage under various grid conditions in a zero-emissions future," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    3. Khalili, Siavash & Lopez, Gabriel & Breyer, Christian, 2025. "Role and trends of flexibility options in 100% renewable energy system analyses towards the Power-to-X Economy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 212(C).
    4. Xie, Weipeng & Aryanpur, Vahid & Deane, Paul & Daly, Hannah E., 2025. "Negative emissions technologies in energy system models and mitigation scenarios - a systematic review," Applied Energy, Elsevier, vol. 380(C).
    5. Shu, David Yang & Deutz, Sarah & Winter, Benedikt Alexander & Baumgärtner, Nils & Leenders, Ludger & Bardow, André, 2023. "The role of carbon capture and storage to achieve net-zero energy systems: Trade-offs between economics and the environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 178(C).
    6. Liu, Yuhang & Miao, Yihe & Feng, Yuanfan & Wang, Lun & Fujikawa, Shigenori & Yu, Lijun, 2025. "Wind curtailment powered flexible direct air capture," Applied Energy, Elsevier, vol. 377(PC).
    7. Pham, An T. & Craig, Michael T., 2023. "Cost and deployment consequences of advanced planning for negative emissions with direct air capture in the U.S. Eastern Interconnection," Applied Energy, Elsevier, vol. 350(C).
    8. Wei, Yi-Ming & Peng, Song & Kang, Jia-Ning & Liu, Lan-Cui & Zhang, Yunlong & Yang, Bo & Yu, Bi-Ying & Liao, Hua, 2025. "Unlocking the economic potential of Direct Air Capture technology: Insights from a component-based learning curve," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
    9. Kangxin An & Xinzhu Zheng & Jianxiang Shen & Canyang Xie & Can Wang & Wenjia Cai & Chujie Bu, 2025. "Repositioning coal power to accelerate net-zero transition of China’s power system," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
    10. Jeffrey Dankwa Ampah & Chao Jin & Haifeng Liu & Mingfa Yao & Sandylove Afrane & Humphrey Adun & Jay Fuhrman & David T. Ho & Haewon McJeon, 2024. "Deployment expectations of multi-gigatonne scale carbon removal could have adverse impacts on Asia’s energy-water-land nexus," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    11. Caixin Yan & Zhifeng Qiu, 2025. "Review of Power Market Optimization Strategies Based on Industrial Load Flexibility," Energies, MDPI, vol. 18(7), pages 1-41, March.
    12. Ayami Hayashi & Fuminori Sano & Takashi Homma & Keigo Akimoto, 2023. "Mitigating trade-offs between global food access and net-zero emissions: the potential contribution of direct air carbon capture and storage," Climatic Change, Springer, vol. 176(5), pages 1-19, May.
    13. Edgar Geovanni Mora-Jacobo & Javier Tovar-Facio & José María Ponce-Ortega, 2024. "Optimal planning for power systems considering the interconnections between isolated regions," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(4), pages 8859-8891, April.
    14. Vrionis, Constantinos & Tsalavoutis, Vasilios & Tolis, Athanasios, 2020. "A Generation Expansion Planning model for integrating high shares of renewable energy: A Meta-Model Assisted Evolutionary Algorithm approach," Applied Energy, Elsevier, vol. 259(C).
    15. Jing-Li Fan & Zezheng Li & Xi Huang & Kai Li & Xian Zhang & Xi Lu & Jianzhong Wu & Klaus Hubacek & Bo Shen, 2023. "A net-zero emissions strategy for China’s power sector using carbon-capture utilization and storage," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    16. Vassilis M. Charitopoulos & Mathilde Fajardy & Chi Kong Chyong & David M. Reiner, 2022. "The case of 100% electrification of domestic heat in Great Britain," Working Papers EPRG2206, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    17. Lopez, Gabriel & Galimova, Tansu & Fasihi, Mahdi & Bogdanov, Dmitrii & Breyer, Christian, 2023. "Towards defossilised steel: Supply chain options for a green European steel industry," Energy, Elsevier, vol. 273(C).
    18. Donovin D. Lewis & Aron Patrick & Evan S. Jones & Rosemary E. Alden & Abdullah Al Hadi & Malcolm D. McCulloch & Dan M. Ionel, 2023. "Decarbonization Analysis for Thermal Generation and Regionally Integrated Large-Scale Renewables Based on Minutely Optimal Dispatch with a Kentucky Case Study," Energies, MDPI, vol. 16(4), pages 1-23, February.
    19. Pfeiffer Johannes & Pittel Karen, 2024. "Abscheidung und Speicherung von CO2 und „schwer oder nicht vermeidbare Emissionen“," Wirtschaftsdienst, Sciendo, vol. 104(7), pages 462-469.
    20. Millinger, M. & Reichenberg, L. & Hedenus, F. & Berndes, G. & Zeyen, E. & Brown, T., 2022. "Are biofuel mandates cost-effective? - An analysis of transport fuels and biomass usage to achieve emissions targets in the European energy system," Applied Energy, Elsevier, vol. 326(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:appene:v:386:y:2025:i:c:s030626192500279x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.