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Incorporating grid development in capacity expansion optimisation - a case study for Indonesia

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  • Yuwono, Bintang
  • Kranzl, Lukas
  • Haas, Reinhard
  • Dewi, Retno Gumilang
  • Siagian, Ucok Welo Risma
  • Kraxner, Florian
  • Yowargana, Ping

Abstract

Capacity expansion optimisation is a widely used techno-economic analysis particularly on topics related to climate change mitigation and renewable energy transition. Using optimisation models to investigate capacity expansion in regions that potentially require significant grid infrastructure development requires incorporation of grid expansion problem within the optimisation. This study presents the development of SELARU, a spatially explicit optimisation model that incorporates the economies of scale of grid expansion using contextualized geographical feature to form the model's high-resolution spatial units. The model is used to investigate the case study of Indonesia using various spatial treatments to demonstrate the impact of detailed spatial depiction of grid expansion. Results reveal significant difference in renewable energy deployment trajectory (up to 2272 % increase in new generation capacity) between high-resolution spatial depiction of grid expansion vis-à-vis non spatially explicit energy system optimisation. Due to its high-resolution, SELARU also generates detailed information on the geographical extent of grid expansion requirement, which provides more realistic insights on governance challenges of renewable energy transition. Careful consideration of spatial representation is crucial when optimisation model is used to evaluate scenarios that concern technology selection such as renewable energy deployment or climate change mitigation.

Suggested Citation

  • Yuwono, Bintang & Kranzl, Lukas & Haas, Reinhard & Dewi, Retno Gumilang & Siagian, Ucok Welo Risma & Kraxner, Florian & Yowargana, Ping, 2025. "Incorporating grid development in capacity expansion optimisation - a case study for Indonesia," Applied Energy, Elsevier, vol. 378(PB).
    • Handle: RePEc:eee:appene:v:378:y:2025:i:pb:s0306261924022207
    DOI: 10.1016/j.apenergy.2024.124837
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    as
    1. Reyseliani, Nadhilah & Purwanto, Widodo Wahyu, 2021. "Pathway towards 100% renewable energy in Indonesia power system by 2050," Renewable Energy, Elsevier, vol. 176(C), pages 305-321.
    2. Henrik Lund & Finn Arler & Poul Alberg Østergaard & Frede Hvelplund & David Connolly & Brian Vad Mathiesen & Peter Karnøe, 2017. "Simulation versus Optimisation: Theoretical Positions in Energy System Modelling," Energies, MDPI, vol. 10(7), pages 1-17, June.
    3. Deane, J.P. & Chiodi, Alessandro & Gargiulo, Maurizio & Ó Gallachóir, Brian P., 2012. "Soft-linking of a power systems model to an energy systems model," Energy, Elsevier, vol. 42(1), pages 303-312.
    4. Cole, Wesley & Frew, Bethany & Gagnon, Pieter & Reimers, Andrew & Zuboy, Jarett & Margolis, Robert, 2018. "Envisioning a low-cost solar future: Exploring the potential impact of Achieving the SunShot 2030 targets for photovoltaics," Energy, Elsevier, vol. 155(C), pages 690-704.
    5. 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).
    6. DeCarolis, Joseph & Daly, Hannah & Dodds, Paul & Keppo, Ilkka & Li, Francis & McDowall, Will & Pye, Steve & Strachan, Neil & Trutnevyte, Evelina & Usher, Will & Winning, Matthew & Yeh, Sonia & Zeyring, 2017. "Formalizing best practice for energy system optimization modelling," Applied Energy, Elsevier, vol. 194(C), pages 184-198.
    7. Ueckerdt, Falko & Hirth, Lion & Luderer, Gunnar & Edenhofer, Ottmar, 2013. "System LCOE: What are the costs of variable renewables?," Energy, Elsevier, vol. 63(C), pages 61-75.
    8. Cebulla, F. & Fichter, T., 2017. "Merit order or unit-commitment: How does thermal power plant modeling affect storage demand in energy system models?," Renewable Energy, Elsevier, vol. 105(C), pages 117-132.
    9. Leduc, S. & Starfelt, F. & Dotzauer, E. & Kindermann, G. & McCallum, I. & Obersteiner, M. & Lundgren, J., 2010. "Optimal location of lignocellulosic ethanol refineries with polygeneration in Sweden," Energy, Elsevier, vol. 35(6), pages 2709-2716.
    10. Wu, F.F & Zheng, F.L. & Wen, F.S., 2006. "Transmission investment and expansion planning in a restructured electricity market," Energy, Elsevier, vol. 31(6), pages 954-966.
    11. Neil Strachan & Birgit Fais & Hannah Daly, 2016. "Reinventing the energy modelling–policy interface," Nature Energy, Nature, vol. 1(3), pages 1-3, March.
    12. Pratama, Yoga Wienda & Purwanto, Widodo Wahyu & Tezuka, Tetsuo & McLellan, Benjamin Craig & Hartono, Djoni & Hidayatno, Akhmad & Daud, Yunus, 2017. "Multi-objective optimization of a multiregional electricity system in an archipelagic state: The role of renewable energy in energy system sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 423-439.
    13. Gunnar Luderer & Michaja Pehl & Anders Arvesen & Thomas Gibon & Benjamin L Bodirsky & Harmen Sytze de Boer & Oliver Fricko & Mohamad Hejazi & Florian Humpenöder & Gokul Iyer & Silvana Mima & Ioanna Mo, 2019. "Environmental co-benefits and adverse side-effects of alternative power sector decarbonization strategies," Post-Print hal-02380468, HAL.
    14. Kraxner, Florian & Aoki, Kentaro & Leduc, Sylvain & Kindermann, Georg & Fuss, Sabine & Yang, Jue & Yamagata, Yoshiki & Tak, Kwang-Il & Obersteiner, Michael, 2014. "BECCS in South Korea—Analyzing the negative emissions potential of bioenergy as a mitigation tool," Renewable Energy, Elsevier, vol. 61(C), pages 102-108.
    15. Zhang, Qi & Mclellan, Benjamin C. & Tezuka, Tetsuo & Ishihara, Keiichi N., 2013. "An integrated model for long-term power generation planning toward future smart electricity systems," Applied Energy, Elsevier, vol. 112(C), pages 1424-1437.
    16. Rosen, Johannes & Tietze-Stöckinger, Ingela & Rentz, Otto, 2007. "Model-based analysis of effects from large-scale wind power production," Energy, Elsevier, vol. 32(4), pages 575-583.
    17. Fürsch, Michaela & Hagspiel, Simeon & Jägemann, Cosima & Nagl, Stephan & Lindenberger, Dietmar & Tröster, Eckehard, 2013. "The role of grid extensions in a cost-efficient transformation of the European electricity system until 2050," Applied Energy, Elsevier, vol. 104(C), pages 642-652.
    18. Konstantin Löffler & Karlo Hainsch & Thorsten Burandt & Pao-Yu Oei & Claudia Kemfert & Christian Von Hirschhausen, 2017. "Designing a Model for the Global Energy System—GENeSYS-MOD: An Application of the Open-Source Energy Modeling System (OSeMOSYS)," Energies, MDPI, vol. 10(10), pages 1-28, September.
    19. Welsch, Manuel & Deane, Paul & Howells, Mark & Ó Gallachóir, Brian & Rogan, Fionn & Bazilian, Morgan & Rogner, Hans-Holger, 2014. "Incorporating flexibility requirements into long-term energy system models – A case study on high levels of renewable electricity penetration in Ireland," Applied Energy, Elsevier, vol. 135(C), pages 600-615.
    20. Ucok W.R. Siagian & Bintang B. Yuwono & Shinichiro Fujimori & Toshihiko Masui, 2017. "Low-Carbon Energy Development in Indonesia in Alignment with Intended Nationally Determined Contribution (INDC) by 2030," Energies, MDPI, vol. 10(1), pages 1-15, January.
    21. Hunter, Kevin & Sreepathi, Sarat & DeCarolis, Joseph F., 2013. "Modeling for insight using Tools for Energy Model Optimization and Analysis (Temoa)," Energy Economics, Elsevier, vol. 40(C), pages 339-349.
    22. Gunnar Luderer & Michaja Pehl & Anders Arvesen & Thomas Gibon & Benjamin L. Bodirsky & Harmen Sytze de Boer & Oliver Fricko & Mohamad Hejazi & Florian Humpenöder & Gokul Iyer & Silvana Mima & Ioanna M, 2019. "Environmental co-benefits and adverse side-effects of alternative power sector decarbonization strategies," Nature Communications, Nature, vol. 10(1), pages 1-13, December.
    23. Reimers, Andrew & Cole, Wesley & Frew, Bethany, 2019. "The impact of planning reserve margins in long-term planning models of the electricity sector," Energy Policy, Elsevier, vol. 125(C), pages 1-8.
    24. Haydt, Gustavo & Leal, Vítor & Pina, André & Silva, Carlos A., 2011. "The relevance of the energy resource dynamics in the mid/long-term energy planning models," Renewable Energy, Elsevier, vol. 36(11), pages 3068-3074.
    25. Maria Kannavou & Marilena Zampara & Pantelis Capros, 2019. "Modelling the EU Internal Electricity Market: The PRIMES-IEM Model," Energies, MDPI, vol. 12(15), pages 1-28, July.
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