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A multi-model framework to assess the role of R&D towards a decarbonized energy system

Author

Listed:
  • Larissa Nogueira

    (TNO)

  • Francesco Dalla Longa

    (TNO)

  • Lara Aleluia Reis

    (RFF-CMCC European Institute on Economics and the Environment (EIEE), Centro Euro-Mediterraneo sui Cambiamenti Climatici (CMCC))

  • Laurent Drouet

    (RFF-CMCC European Institute on Economics and the Environment (EIEE), Centro Euro-Mediterraneo sui Cambiamenti Climatici (CMCC))

  • Zoi Vrontisi

    (E3Modelling)

  • Kostas Fragkiadakis

    (E3Modelling)

  • Evangelos Panos

    (Paul Scherrer Institute)

  • Bob Zwaan

    (TNO
    University of Amsterdam
    Johns Hopkins University)

Abstract

Research and development (R&D) investments foster green innovation, which is key to decarbonize the energy system and attain long-term climate goals. In this paper, we link three integrated assessment models that possess a macroeconomic framework—WITCH, MERGE-ETL, and GEM-E3—with the bottom-up technology-rich energy system model TIAM-ECN, in order to quantitatively explore how investments in R&D can support deep decarbonization pathways. We take advantage of the endogenous technological learning feature of the first three models to derive R&D-induced capital cost reductions for strategic clusters of low-carbon technologies: solar energy, on- and offshore wind energy, carbon capture and storage, advanced fuels, and batteries for electric vehicles. We examine scenarios with different assumptions on CO2 mitigation and R&D policy. These assumptions are harmonized among our four models, and capital cost reductions driven by R&D are exogenously incorporated in TIAM-ECN, which enables a detailed assessment of the required energy transition. Our results show that the stringency of climate change mitigation policy remains the key factor influencing the diffusion of low-carbon technologies, while R&D can support mitigation goals and influence the contribution of different types of technologies. If implemented effectively and without worldwide barriers to knowledge spill-overs, R&D facilitates the deployment of mature technologies such as solar, wind, and electric vehicles, and enables lower overall energy system costs.

Suggested Citation

  • Larissa Nogueira & Francesco Dalla Longa & Lara Aleluia Reis & Laurent Drouet & Zoi Vrontisi & Kostas Fragkiadakis & Evangelos Panos & Bob Zwaan, 2023. "A multi-model framework to assess the role of R&D towards a decarbonized energy system," Climatic Change, Springer, vol. 176(7), pages 1-22, July.
  • Handle: RePEc:spr:climat:v:176:y:2023:i:7:d:10.1007_s10584-023-03553-w
    DOI: 10.1007/s10584-023-03553-w
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    References listed on IDEAS

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    1. Bosetti, Valentina & Carraro, Carlo & Massetti, Emanuele & Tavoni, Massimo, 2008. "International energy R&D spillovers and the economics of greenhouse gas atmospheric stabilization," Energy Economics, Elsevier, vol. 30(6), pages 2912-2929, November.
    2. David Ockwell & Ambuj Sagar & Heleen Coninck, 2015. "Collaborative research and development (R&D) for climate technology transfer and uptake in developing countries: towards a needs driven approach," Climatic Change, Springer, vol. 131(3), pages 401-415, August.
    3. Chris Bataille & Henri Waisman & Michel Colombier & Laura Segafredo & Jim Williams, 2016. "The Deep Decarbonization Pathways Project (DDPP): insights and emerging issues," Climate Policy, Taylor & Francis Journals, vol. 16(sup1), pages 1-6, June.
    4. David L. McCollum & Wenji Zhou & Christoph Bertram & Harmen-Sytze Boer & Valentina Bosetti & Sebastian Busch & Jacques Després & Laurent Drouet & Johannes Emmerling & Marianne Fay & Oliver Fricko & Sh, 2018. "Energy investment needs for fulfilling the Paris Agreement and achieving the Sustainable Development Goals," Nature Energy, Nature, vol. 3(7), pages 589-599, July.
    5. Deleidi, Matteo & Mazzucato, Mariana & Semieniuk, Gregor, 2020. "Neither crowding in nor out: Public direct investment mobilising private investment into renewable electricity projects," Energy Policy, Elsevier, vol. 140(C).
    6. Shayegh, Soheil & Sanchez, Daniel L. & Caldeira, Ken, 2017. "Evaluating relative benefits of different types of R&D for clean energy technologies," Energy Policy, Elsevier, vol. 107(C), pages 532-538.
    7. Zhu, Zhishuang & Liao, Hua & Liu, Li, 2021. "The role of public energy R&D in energy conservation and transition: Experiences from IEA countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    8. David L. McCollum & Wenji Zhou & Christoph Bertram & Harmen-Sytze Boer & Valentina Bosetti & Sebastian Busch & Jacques Després & Laurent Drouet & Johannes Emmerling & Marianne Fay & Oliver Fricko & Sh, 2018. "Author Correction: Energy investment needs for fulfilling the Paris Agreement and achieving the Sustainable Development Goals," Nature Energy, Nature, vol. 3(8), pages 699-699, August.
    9. Vassilis Daioglou & Steven K. Rose & Nico Bauer & Alban Kitous & Matteo Muratori & Fuminori Sano & Shinichiro Fujimori & Matthew J. Gidden & Etsushi Kato & Kimon Keramidas & David Klein & Florian Lebl, 2020. "Bioenergy technologies in long-run climate change mitigation: results from the EMF-33 study," Climatic Change, Springer, vol. 163(3), pages 1603-1620, December.
    10. Leibowicz, Benjamin D. & Krey, Volker & Grubler, Arnulf, 2016. "Representing spatial technology diffusion in an energy system optimization model," Technological Forecasting and Social Change, Elsevier, vol. 103(C), pages 350-363.
    11. Joeri Rogelj & Alexander Popp & Katherine V. Calvin & Gunnar Luderer & Johannes Emmerling & David Gernaat & Shinichiro Fujimori & Jessica Strefler & Tomoko Hasegawa & Giacomo Marangoni & Volker Krey &, 2018. "Scenarios towards limiting global mean temperature increase below 1.5 °C," Nature Climate Change, Nature, vol. 8(4), pages 325-332, April.
    12. Zhang, Shuwei & Bauer, Nico & Yin, Guangzhi & Xie, Xi, 2020. "Technology learning and diffusion at the global and local scales: A modeling exercise in the REMIND model," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    13. Nicholas Stern & Anna Valero, 2021. "Innovation, growth and the transition to net-zero emissions," CEP Discussion Papers dp1773, Centre for Economic Performance, LSE.
    14. Zoi Vrontisi & Gunnar Luderer & Bert Saveyn & Kimon Keramidas & Lara Aleluia Reis & Lavinia Baumstark & Christoph Bertram & Harmen Sytze de Boer & Laurent Drouet & Kostas Fragkiadakis & Oliver Fricko , 2018. "Enhancing global climate policy ambition towards a 1.5 °C stabilization: a short-term multi-model assessment," Post-Print halshs-01782274, HAL.
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