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Combined assessment of material and energy supply risks in the energy transition: A multi-objective energy system optimization approach

Author

Listed:
  • Colucci, Gianvito
  • Finke, Jonas
  • Bertsch, Valentin
  • Di Cosmo, Valeria
  • Savoldi, Laura

Abstract

This paper proposes a novel framework to study the trade-off between different energy transition supply risks through multi-objective energy system optimization. While the increasing use of clean energy technologies reduces reliance on fossil fuels imports and hence energy supply risks, these technologies depend heavily on critical raw materials, the supply chains of which present high geographical concentration and political instability. Current energy system planning lacks endogenous evaluations (e.g., minimization) of such supply risks. To address this gap, two consistent supply risk functions are derived considering concentration, import reliance, and political stability of supply chains of critical raw materials on the one hand and energy commodities on the other hand. We enhance the open-source energy system modeling framework TEMOA by multi-objective optimization using the AUGMECON method to consider these functions endogenously as objectives and demonstrate the capabilities of this new approach for the Italian power sector decarbonization by 2050. First, total system cost and CO2 emissions are minimized to establish a baseline. Then, four multi-objective optimizations between material and energy supply risks are conducted, each allowing for increasing total system cost. This approach allows the underlying energy system to adapt to minimize supply risks. Results highlight a significant trade-off between the two risks. Minimizing the material supply risk increases energy supply risk by reducing investments in wind turbines and batteries. These technologies are replaced by solar PV and natural gas plants with CCS, which raises gas imports and energy supply risk. Higher costs lead to wind energy disappearance, replaced mainly by natural gas plants, increasing reliance on CCS and imports. These findings emphasize the importance of balancing material and energy supply risks in energy system planning.

Suggested Citation

  • Colucci, Gianvito & Finke, Jonas & Bertsch, Valentin & Di Cosmo, Valeria & Savoldi, Laura, 2025. "Combined assessment of material and energy supply risks in the energy transition: A multi-objective energy system optimization approach," Applied Energy, Elsevier, vol. 388(C).
  • Handle: RePEc:eee:appene:v:388:y:2025:i:c:s0306261925003770
    DOI: 10.1016/j.apenergy.2025.125647
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    References listed on IDEAS

    as
    1. Finke, Jonas & Bertsch, Valentin, 2023. "Implementing a highly adaptable method for the multi-objective optimisation of energy systems," Applied Energy, Elsevier, vol. 332(C).
    2. Simons, Andrew & Bauer, Christian, 2015. "A life-cycle perspective on automotive fuel cells," Applied Energy, Elsevier, vol. 157(C), pages 884-896.
    3. Månberger, André & Stenqvist, Björn, 2018. "Global metal flows in the renewable energy transition: Exploring the effects of substitutes, technological mix and development," Energy Policy, Elsevier, vol. 119(C), pages 226-241.
    4. Kleijn, René & van der Voet, Ester & Kramer, Gert Jan & van Oers, Lauran & van der Giesen, Coen, 2011. "Metal requirements of low-carbon power generation," Energy, Elsevier, vol. 36(9), pages 5640-5648.
    5. Hache, Emmanuel & Seck, Gondia Sokhna & Simoen, Marine & Bonnet, Clément & Carcanague, Samuel, 2019. "Critical raw materials and transportation sector electrification: A detailed bottom-up analysis in world transport," Applied Energy, Elsevier, vol. 240(C), pages 6-25.
    6. Matteo Nicoli & Francesco Gracceva & Daniele Lerede & Laura Savoldi, 2022. "Can We Rely on Open-Source Energy System Optimization Models? The TEMOA-Italy Case Study," Energies, MDPI, vol. 15(18), pages 1-37, September.
    7. DeCarolis, Joseph F., 2011. "Using modeling to generate alternatives (MGA) to expand our thinking on energy futures," Energy Economics, Elsevier, vol. 33(2), pages 145-152, March.
    8. Roelich, Katy & Dawson, David A. & Purnell, Phil & Knoeri, Christof & Revell, Ruairi & Busch, Jonathan & Steinberger, Julia K., 2014. "Assessing the dynamic material criticality of infrastructure transitions: A case of low carbon electricity," Applied Energy, Elsevier, vol. 123(C), pages 378-386.
    9. Martin, Nick & Talens-Peiró, Laura & Villalba-Méndez, Gara & Nebot-Medina, Rafael & Madrid-López, Cristina, 2023. "An energy future beyond climate neutrality: Comprehensive evaluations of transition pathways," Applied Energy, Elsevier, vol. 331(C).
    10. Ingela Tietze & Lukas Lazar & Heidi Hottenroth & Steffen Lewerenz, 2020. "LAEND: A Model for Multi-Objective Investment Optimisation of Residential Quarters Considering Costs and Environmental Impacts," Energies, MDPI, vol. 13(3), pages 1-22, February.
    11. Christoph Helbig & Martin Bruckler & Andrea Thorenz & Axel Tuma, 2021. "An Overview of Indicator Choice and Normalization in Raw Material Supply Risk Assessments," Resources, MDPI, vol. 10(8), pages 1-26, August.
    12. Talens Peiró, Laura & Martin, Nick & Villalba Méndez, Gara & Madrid-López, Cristina, 2022. "Integration of raw materials indicators of energy technologies into energy system models," Applied Energy, Elsevier, vol. 307(C).
    13. Tomer Fishman & T. E. Graedel, 2019. "Impact of the establishment of US offshore wind power on neodymium flows," Nature Sustainability, Nature, vol. 2(4), pages 332-338, April.
    14. Hache, Emmanuel, 2018. "Do renewable energies improve energy security in the long run?," International Economics, Elsevier, vol. 156(C), pages 127-135.
    15. Gasser, Patrick, 2020. "A review on energy security indices to compare country performances," Energy Policy, Elsevier, vol. 139(C).
    16. Junne, Tobias & Wulff, Niklas & Breyer, Christian & Naegler, Tobias, 2020. "Critical materials in global low-carbon energy scenarios: The case for neodymium, dysprosium, lithium, and cobalt," Energy, Elsevier, vol. 211(C).
    17. Prina, Matteo Giacomo & Manzolini, Giampaolo & Moser, David & Nastasi, Benedetto & Sparber, Wolfram, 2020. "Classification and challenges of bottom-up energy system models - A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 129(C).
    18. Elshkaki, Ayman, 2020. "Long-term analysis of critical materials in future vehicles electrification in China and their national and global implications," Energy, Elsevier, vol. 202(C).
    19. Antoine Boubault & Nadia Maïzi, 2019. "Devising Mineral Resource Supply Pathways to a Low-Carbon Electricity Generation by 2100," Resources, MDPI, vol. 8(1), pages 1-13, February.
    20. Finke, Jonas & Kachirayil, Febin & McKenna, Russell & Bertsch, Valentin, 2024. "Modelling to generate near-Pareto-optimal alternatives (MGPA) for the municipal energy transition," Applied Energy, Elsevier, vol. 376(PA).
    21. Liang, Yanan & Kleijn, René & Tukker, Arnold & van der Voet, Ester, 2022. "Material requirements for low-carbon energy technologies: A quantitative review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
    22. Antoine Boubault & Seungwoo Kang & Nadia Maïzi, 2019. "Closing the TIMES Integrated Assessment Model (TIAM‐FR) Raw Materials Gap with Life Cycle Inventories," Journal of Industrial Ecology, Yale University, vol. 23(3), pages 587-600, June.
    23. Colucci, Gianvito & Lerede, Daniele & Nicoli, Matteo & Savoldi, Laura, 2023. "A dynamic accounting method for CO2 emissions to assess the penetration of low-carbon fuels: application to the TEMOA-Italy energy system optimization model," Applied Energy, Elsevier, vol. 352(C).
    24. Eskinder D. Gemechu & Christoph Helbig & Guido Sonnemann & Andrea Thorenz & Axel Tuma, 2016. "Import-based Indicator for the Geopolitical Supply Risk of Raw Materials in Life Cycle Sustainability Assessments," Journal of Industrial Ecology, Yale University, vol. 20(1), pages 154-165, February.
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