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Batteries or silos: Optimizing storage capacity in direct air capture plants to maximize renewable energy use

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

Abstract

Direct air capture (DAC) of carbon dioxide is among the technologies that is forecast to play a major role in achieving the global ambition to constrain atmospheric temperature rise to below two degrees Celsius by 2100. However, DAC is an energy intensive chemical process, whose designs are currently incompatible with intermittent renewable energy (RE) sources. This research develops a model to enable the flexible operation of DAC, to maximize RE usage. A new model of the chemical process flow of a liquid solvent DAC that includes silos to store CaCO3 and CaO is developed. A linear programming optimization model that minimizes energy costs while achieving the CO2 capture targets of the DAC plant is developed. Scenario analysis establishes the storage silo size and battery storage size needed to reduce renewable energy curtailment to zero for a given RE profile. Simulations with a representative 336-hour RE profile reveal that two silos of sizes 660 tons and 370 tons would be needed to support flexible DAC plant operations and reduce RE curtailment to zero. For the same profile, a 355 MWh/65 MW battery would be required to achieve zero renewable curtailment. The results demonstrate that flexible operation of DAC is achievable, and DAC plants can adapt to variable RE without the need for battery energy storage. Furthermore, considering the scale of storage needed to minimize RE curtailment in a commercial-scale DAC plant, the results suggest that using physical storage silos could be more cost-effective than using battery energy storage.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:appene:v:355:y:2024:i:c:s0306261923017099
    DOI: 10.1016/j.apenergy.2023.122345
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    References listed on IDEAS

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    1. Alabi, Tobi Michael & Lawrence, Nathan P. & Lu, Lin & Yang, Zaiyue & Bhushan Gopaluni, R., 2023. "Automated deep reinforcement learning for real-time scheduling strategy of multi-energy system integrated with post-carbon and direct-air carbon captured system," Applied Energy, Elsevier, vol. 333(C).
    2. Michael L. Bynum & Gabriel A. Hackebeil & William E. Hart & Carl D. Laird & Bethany L. Nicholson & John D. Siirola & Jean-Paul Watson & David L. Woodruff, 2021. "Pyomo — Optimization Modeling in Python," Springer Optimization and Its Applications, Springer, edition 3, number 978-3-030-68928-5, June.
    3. Bailera, Manuel & Pascual, Sara & Lisbona, Pilar & Romeo, Luis M., 2021. "Modelling calcium looping at industrial scale for energy storage in concentrating solar power plants," Energy, Elsevier, vol. 225(C).
    4. 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.
    5. Tumbalam Gooty, Radhakrishna & Ghouse, Jaffer & Le, Quang Minh & Thitakamol, Bhurisa & Rezaei, Sabereh & Obiang, Denis & Gupta, Raghubir & Zhou, James & Bhattacharyya, Debangsu & Miller, David C., 2023. "Incorporation of market signals for the optimal design of post combustion carbon capture systems," Applied Energy, Elsevier, vol. 337(C).
    6. Pascual, S. & Lisbona, P. & Bailera, M. & Romeo, L.M., 2021. "Design and operational performance maps of calcium looping thermochemical energy storage for concentrating solar power plants," Energy, Elsevier, vol. 220(C).
    7. Weimann, Lukas & Dubbink, Guus & van der Ham, Louis & Gazzani, Matteo, 2023. "A thermodynamic-based mixed-integer linear model of post-combustion carbon capture for reliable use in energy system optimisation," Applied Energy, Elsevier, vol. 336(C).
    8. Karasavvas, Evgenios & Panopoulos, Kyriakos D. & Papadopoulou, Simira & Voutetakis, Spyros, 2020. "Energy and exergy analysis of the integration of concentrated solar power with calcium looping for power production and thermochemical energy storage," Renewable Energy, Elsevier, vol. 154(C), pages 743-753.
    9. Cheng, Pengfei & Thierry, David M. & Hendrix, Howard & Dombrowski, Katherine D. & Sachde, Darshan J. & Realff, Matthew J. & Scott, Joseph K., 2023. "Modeling and optimization of carbon-negative NGCC plant enabled by modular direct air capture," Applied Energy, Elsevier, vol. 341(C).
    10. 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).
    11. Ortiz, C. & Romano, M.C. & Valverde, J.M. & Binotti, M. & Chacartegui, R., 2018. "Process integration of Calcium-Looping thermochemical energy storage system in concentrating solar power plants," Energy, Elsevier, vol. 155(C), pages 535-551.
    12. Poncelet, Kris & Delarue, Erik & Six, Daan & Duerinck, Jan & D’haeseleer, William, 2016. "Impact of the level of temporal and operational detail in energy-system planning models," Applied Energy, Elsevier, vol. 162(C), pages 631-643.
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