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

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  • 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
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    References listed on IDEAS

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    1. Lackner, Klaus S., 2013. "The thermodynamics of direct air capture of carbon dioxide," Energy, Elsevier, vol. 50(C), pages 38-46.
    2. 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).
    3. 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.
    4. 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).
    5. 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.
    6. 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).
    7. 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).
    8. 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.
    9. 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.
    10. 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.
    11. 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).
    12. 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).
    13. 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).
    14. 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.
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