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Implications of renewable resource dynamics for energy system planning: The case of geothermal and hydropower in Kenya

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  • Spittler, Nathalie
  • Davidsdottir, Brynhildur
  • Shafiei, Ehsan
  • Diemer, Arnaud

Abstract

Kenya's current electricity production is mainly relying on hydro and geothermal resources. Both of these resources are subject to complex dynamics that affect their sustainable utilization. Neither the current power expansion plan for Kenya, nor the existing electricity supply models address such effects. The research question in this paper is: What are the implications of hydro and geothermal resource dynamics for short- and long-term (sustainable) electricity system planning in Kenya? To answer this question a bottom-up system dynamics model representing the most prevalent technologies of Kenya's future electricity system, including the dynamics of geothermal and hydro resource utilization, is developed. The stock-flow system dynamics modelling allows to capture the resources characteristics and the link to electricity production. Due to the stock-like nature of geothermal resource, excessive utilization can lead to production capacity losses. In the case of hydro resources, climate change can reduce their availability significantly. A total of eight scenarios varying in demand size and consideration of resource dynamics are simulated and compared. The results indicate that when geothermal and hydro resource dynamics are considered, higher installed capacity will be required in the long-term to compensate production losses, which in turn leads to a higher electricity generation cost.

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  • Spittler, Nathalie & Davidsdottir, Brynhildur & Shafiei, Ehsan & Diemer, Arnaud, 2021. "Implications of renewable resource dynamics for energy system planning: The case of geothermal and hydropower in Kenya," Energy Policy, Elsevier, vol. 150(C).
    • Handle: RePEc:eee:enepol:v:150:y:2021:i:c:s0301421520306960
    DOI: 10.1016/j.enpol.2020.111985
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    as
    1. Després, Jacques & Hadjsaid, Nouredine & Criqui, Patrick & Noirot, Isabelle, 2015. "Modelling the impacts of variable renewable sources on the power sector: Reconsidering the typology of energy modelling tools," Energy, Elsevier, vol. 80(C), pages 486-495.
    2. de Queiroz, Anderson Rodrigo & Marangon Lima, Luana M. & Marangon Lima, José W. & da Silva, Benedito C. & Scianni, Luciana A., 2016. "Climate change impacts in the energy supply of the Brazilian hydro-dominant power system," Renewable Energy, Elsevier, vol. 99(C), pages 379-389.
    3. Pietzcker, Robert C. & Ueckerdt, Falko & Carrara, Samuel & de Boer, Harmen Sytze & Després, Jacques & Fujimori, Shinichiro & Johnson, Nils & Kitous, Alban & Scholz, Yvonne & Sullivan, Patrick & Ludere, 2017. "System integration of wind and solar power in integrated assessment models: A cross-model evaluation of new approaches," Energy Economics, Elsevier, vol. 64(C), pages 583-599.
    4. Shafiei, Ehsan & Davidsdottir, Brynhildur & Leaver, Jonathan & Stefansson, Hlynur & Asgeirsson, Eyjolfur Ingi, 2015. "Comparative analysis of hydrogen, biofuels and electricity transitional pathways to sustainable transport in a renewable-based energy system," Energy, Elsevier, vol. 83(C), pages 614-627.
    5. Spittler, Nathalie & Shafiei, Ehsan & Davidsdottir, Brynhildur & Juliusson, Egill, 2020. "Modelling geothermal resource utilization by incorporating resource dynamics, capacity expansion, and development costs," Energy, Elsevier, vol. 190(C).
    6. Nathalie Spittler & Ganna Gladkykh & Arnaud Diemer & Brynhildur Davidsdottir, 2019. "Understanding the Current Energy Paradigm and Energy System Models for More Sustainable Energy System Development," Post-Print hal-02127724, HAL.
    7. Tanner, Andrew M. & Johnston, Alison L., 2017. "The Impact of Rural Electric Access on Deforestation Rates," World Development, Elsevier, vol. 94(C), pages 174-185.
    8. Nathalie Spittler & Ganna Gladkykh & Arnaud Diemer & Brynhildur Davidsdottir, 2019. "Understanding the Current Energy Paradigm and Energy System Models for More Sustainable Energy System Development," Energies, MDPI, vol. 12(8), pages 1-22, April.
    9. Mondal, Md. Alam Hossain & Bryan, Elizabeth & Ringler, Claudia & Rosegrant, Mark, 2017. "Ethiopian power sector development: Renewable based universal electricity access and export strategies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 11-20.
    10. de Boer, Harmen Sytze (H.S.) & van Vuuren, Detlef (D.P.), 2017. "Representation of variable renewable energy sources in TIMER, an aggregated energy system simulation model," Energy Economics, Elsevier, vol. 64(C), pages 600-611.
    11. Després, Jacques & Mima, Silvana & Kitous, Alban & Criqui, Patrick & Hadjsaid, Nouredine & Noirot, Isabelle, 2017. "Storage as a flexibility option in power systems with high shares of variable renewable energy sources: a POLES-based analysis," Energy Economics, Elsevier, vol. 64(C), pages 638-650.
    12. Mercure, Jean-François & Salas, Pablo, 2012. "An assessement of global energy resource economic potentials," Energy, Elsevier, vol. 46(1), pages 322-336.
    13. Lenzen, Manfred & McBain, Bonnie & Trainer, Ted & Jütte, Silke & Rey-Lescure, Olivier & Huang, Jing, 2016. "Simulating low-carbon electricity supply for Australia," Applied Energy, Elsevier, vol. 179(C), pages 553-564.
    14. Pryor, S.C. & Barthelmie, R.J., 2010. "Climate change impacts on wind energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(1), pages 430-437, January.
    15. Willenbockel, Dirk, 2017. "Macroeconomic Effects of a Low-Carbon Electricity Transition in Kenya and Ghana: An Exploratory Dynamic General Equilibrium Analysis," MPRA Paper 78070, University Library of Munich, Germany.
    16. Ou, Yang & Shi, Wenjing & Smith, Steven J. & Ledna, Catherine M. & West, J. Jason & Nolte, Christopher G. & Loughlin, Daniel H., 2018. "Estimating environmental co-benefits of U.S. low-carbon pathways using an integrated assessment model with state-level resolution," Applied Energy, Elsevier, vol. 216(C), pages 482-493.
    17. Turner, Sean W.D. & Hejazi, Mohamad & Kim, Son H. & Clarke, Leon & Edmonds, Jae, 2017. "Climate impacts on hydropower and consequences for global electricity supply investment needs," Energy, Elsevier, vol. 141(C), pages 2081-2090.
    18. Shmelev, Stanislav E. & van den Bergh, Jeroen C.J.M., 2016. "Optimal diversity of renewable energy alternatives under multiple criteria: An application to the UK," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 679-691.
    19. Suberu, Mohammed Yekini & Mustafa, Mohd Wazir & Bashir, Nouruddeen & Muhamad, Nor Asiah & Mokhtar, Ahmad Safawi, 2013. "Power sector renewable energy integration for expanding access to electricity in sub-Saharan Africa," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 630-642.
    20. Rose, Amy & Stoner, Robert & Pérez-Arriaga, Ignacio, 2016. "Prospects for grid-connected solar PV in Kenya: A systems approach," Applied Energy, Elsevier, vol. 161(C), pages 583-590.
    21. Spittler, Nathalie & Davidsdottir, Brynhildur & Shafiei, Ehsan & Leaver, Jonathan & Asgeirsson, Eyjolfur Ingi & Stefansson, Hlynur, 2020. "The role of geothermal resources in sustainable power system planning in Iceland," Renewable Energy, Elsevier, vol. 153(C), pages 1081-1090.
    22. Fant, Charles & Adam Schlosser, C. & Strzepek, Kenneth, 2016. "The impact of climate change on wind and solar resources in southern Africa," Applied Energy, Elsevier, vol. 161(C), pages 556-564.
    23. Hori, Keiko & Matsui, Takanori & Hasuike, Takashi & Fukui, Ken-ichi & Machimura, Takashi, 2016. "Development and application of the renewable energy regional optimization utility tool for environmental sustainability: REROUTES," Renewable Energy, Elsevier, vol. 93(C), pages 548-561.
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    6. Zhao, Jing & Zhang, Qin & Zhou, Dequn, 2023. "Can marketed on-grid price drive the realization of energy transition in China’s power industry under the background of carbon neutrality?," Energy, Elsevier, vol. 276(C).

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