IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v310y2024ics0360544224030615.html
   My bibliography  Save this article

Modeling and planning optimization of carbon capture load based on direct air capture

Author

Listed:
  • Wang, Qian
  • Du, Caiyi
  • Zhang, Xueguang

Abstract

Direct air capture, an emerging technology, captures carbon dioxide from the atmosphere and has initiated global demonstrations, highlighting the need for comprehensive operational understanding and effective planning methods. To this end, the paper delves into an in-depth analysis of the operational traits of direct air capture and formulates strategic optimization methods. Firstly, this paper analyzes the operational characteristics of direct air capture, examines the operational mechanisms and energy flow interactions of absorption-based and adsorption-based direct air capture, and reviews the current status of engineering demonstrations of direct air capture technology, highlighting the current technological bottlenecks in project applications. Subsequently, the paper proposes a planning and optimization model for direct air capture loads, incorporating subsidy mechanisms, and develops a dual-layer optimization model aimed at minimizing investment and operational costs. Finally, the effectiveness of the modeling and planning methods proposed in this paper is validated through numerical analysis. Furthermore, the reduction potential of direct air capture is analyzed in conjunction with the theory of carbon emissions flow in the power system. This research aims to provide valuable insights and practical recommendations for the design and demonstration of direct air capture projects.

Suggested Citation

  • Wang, Qian & Du, Caiyi & Zhang, Xueguang, 2024. "Modeling and planning optimization of carbon capture load based on direct air capture," Energy, Elsevier, vol. 310(C).
    • Handle: RePEc:eee:energy:v:310:y:2024:i:c:s0360544224030615
    DOI: 10.1016/j.energy.2024.133285
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544224030615
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2024.133285?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 search for a different version of it.

    References listed on IDEAS

    as
    1. 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).
    2. Lackner, Klaus S., 2013. "The thermodynamics of direct air capture of carbon dioxide," Energy, Elsevier, vol. 50(C), pages 38-46.
    3. Bos, M.J. & Kersten, S.R.A. & Brilman, D.W.F., 2020. "Wind power to methanol: Renewable methanol production using electricity, electrolysis of water and CO2 air capture," Applied Energy, Elsevier, vol. 264(C).
    4. Kavya Madhu & Stefan Pauliuk & Sumukha Dhathri & Felix Creutzig, 2021. "Understanding environmental trade-offs and resource demand of direct air capture technologies through comparative life-cycle assessment," Nature Energy, Nature, vol. 6(11), pages 1035-1044, November.
    5. Sarah Deutz & André Bardow, 2021. "Life-cycle assessment of an industrial direct air capture process based on temperature–vacuum swing adsorption," Nature Energy, Nature, vol. 6(2), pages 203-213, February.
    6. Hyowon Seo & T. Alan Hatton, 2023. "Electrochemical direct air capture of CO2 using neutral red as reversible redox-active material," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    7. Tatarczuk, Adam & Szega, Marcin & Zuwała, Jarosław, 2023. "Thermodynamic analysis of a post-combustion carbon dioxide capture process in a pilot plant equipped with a heat integrated stripper," Energy, Elsevier, vol. 278(PA).
    8. Ryan Hanna & Ahmed Abdulla & Yangyang Xu & David G. Victor, 2021. "Emergency deployment of direct air capture as a response to the climate crisis," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    9. Desport, Lucas & Gurgel, Angelo & Morris, Jennifer & Herzog, Howard & Chen, Yen-Heng Henry & Selosse, Sandrine & Paltsev, Sergey, 2024. "Deploying direct air capture at scale: How close to reality?," Energy Economics, Elsevier, vol. 129(C).
    10. Drechsler, Carsten & Agar, David W., 2020. "Investigation of water co-adsorption on the energy balance of solid sorbent based direct air capture processes," Energy, Elsevier, vol. 192(C).
    11. Motlaghzadeh, Kasra & Schweizer, Vanessa & Craik, Neil & Moreno-Cruz, Juan, 2023. "Key uncertainties behind global projections of direct air capture deployment," Applied Energy, Elsevier, vol. 348(C).
    12. Ragheb Rahmaniani & Shabbir Ahmed & Teodor Gabriel Crainic & Michel Gendreau & Walter Rei, 2020. "The Benders Dual Decomposition Method," Operations Research, INFORMS, vol. 68(3), pages 878-895, May.
    13. Balint Simon, 2023. "Material flows and embodied energy of direct air capture: A cradle‐to‐gate inventory of selected technologies," Journal of Industrial Ecology, Yale University, vol. 27(3), pages 646-661, June.
    14. Ge, Bingyao & Zhang, Man & Hu, Bin & Wu, Di & Zhu, Xuancan & Eicker, Ursula & Wang, Ruzhu, 2024. "Innovative process integrating high temperature heat pump and direct air capture," Applied Energy, Elsevier, vol. 355(C).
    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. 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).
    3. Selene Cobo & Ángel Galán-Martín & Victor Tulus & Mark A. J. Huijbregts & Gonzalo Guillén-Gosálbez, 2022. "Human and planetary health implications of negative emissions technologies," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    4. 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).
    5. Drechsler, Carsten & Agar, David W., 2020. "Intensified integrated direct air capture - power-to-gas process based on H2O and CO2 from ambient air," Applied Energy, Elsevier, vol. 273(C).
    6. Zhang, Chen & Zhang, Xinqi & Su, Tingyu & Zhang, Yiheng & Wang, Liwei & Zhu, Xuancan, 2023. "Modification schemes of efficient sorbents for trace CO2 capture," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
    7. Günther, Philipp & Ekardt, Felix, 2022. "Human Rights and Large-Scale Carbon Dioxide Removal: Potential Limits to BECCS and DACCS Deployment," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 11(12), pages 1-29.
    8. Motlaghzadeh, Kasra & Schweizer, Vanessa & Craik, Neil & Moreno-Cruz, Juan, 2023. "Key uncertainties behind global projections of direct air capture deployment," Applied Energy, Elsevier, vol. 348(C).
    9. Sina Hoseinpoori & David Pallarès & Filip Johnsson & Henrik Thunman, 2023. "A comparative exergy-based assessment of direct air capture technologies," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 28(7), pages 1-20, October.
    10. Philipp Günther & Felix Ekardt, 2022. "Human Rights and Large-Scale Carbon Dioxide Removal: Potential Limits to BECCS and DACCS Deployment," Land, MDPI, vol. 11(12), pages 1-29, November.
    11. Yang Qiu & Patrick Lamers & Vassilis Daioglou & Noah McQueen & Harmen-Sytze Boer & Mathijs Harmsen & Jennifer Wilcox & André Bardow & Sangwon Suh, 2022. "Environmental trade-offs of direct air capture technologies in climate change mitigation toward 2100," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    12. Furst, Oscar & Wehrle, Lukas & Schmider, Daniel & Dailly, Julian & Deutschmann, Olaf, 2024. "Modeling, optimization and comparative assessment of power-to-methane and carbon capture technologies for renewable fuel production," Applied Energy, Elsevier, vol. 375(C).
    13. Enric Prats-Salvado & Nathalie Monnerie & Christian Sattler, 2021. "Synergies between Direct Air Capture Technologies and Solar Thermochemical Cycles in the Production of Methanol," Energies, MDPI, vol. 14(16), pages 1-21, August.
    14. Marvin Bachmann & Christian Zibunas & Jan Hartmann & Victor Tulus & Sangwon Suh & Gonzalo Guillén-Gosálbez & André Bardow, 2023. "Towards circular plastics within planetary boundaries," Nature Sustainability, Nature, vol. 6(5), pages 599-610, May.
    15. Andrea Amado & Koji Kotani & Makoto Kakinaka & Shunsuke Managi, 2023. "Carbon tax for cleaner-energy transition: A vignette experiment in Japan," Working Papers SDES-2023-6, Kochi University of Technology, School of Economics and Management, revised Oct 2023.
    16. Rezaei, Mostafa & Akimov, Alexandr & Gray, Evan MacA., 2024. "Techno-economics of renewable hydrogen export: A case study for Australia-Japan," Applied Energy, Elsevier, vol. 374(C).
    17. Zhao, Yi & Hagi, Hayato & Delahaye, Bruno & Maréchal, François, 2024. "A holistic approach to refinery decarbonization based on atomic, energy and exergy flow analysis," Energy, Elsevier, vol. 296(C).
    18. Ángel Galán-Martín & Daniel Vázquez & Selene Cobo & Niall Dowell & José Antonio Caballero & Gonzalo Guillén-Gosálbez, 2021. "Delaying carbon dioxide removal in the European Union puts climate targets at risk," Nature Communications, Nature, vol. 12(1), pages 1-12, December.
    19. Zhou, Huairong & Cao, Abo & Meng, Wenliang & Wang, Dongliang & Li, Guixian & Yang, Siyu, 2024. "Process integration and analysis of coupling solid oxide electrolysis cell (SOEC) and CO2 to methanol," Energy, Elsevier, vol. 307(C).
    20. Kuttner, Leopold, 2022. "Integrated scheduling and bidding of power and reserve of energy resource aggregators with storage plants," Applied Energy, Elsevier, vol. 321(C).

    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:energy:v:310:y:2024:i:c:s0360544224030615. 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.journals.elsevier.com/energy .

    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.