IDEAS home Printed from https://ideas.repec.org/p/ris/ewikln/2018_002.html
   My bibliography  Save this paper

Optimal Allocation of Variable Renewable Energy Considering Contributions to Security of Supply

Author

Listed:
  • Peter, Jakob

    (Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI))

  • Wagner, Johannes

    (Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI))

Abstract

Electricity markets are increasingly influenced by variable renewable energy such as wind and solar power with a pronounced weather-induced variability and imperfect predictability. As a result, the evaluation of the capacity value of variable renewable energy, i.e. its contribution to security of supply, gains importance. This paper develops a new methodology to endogenously determine the capacity value in large-scale investment and dispatch models for electricity markets. The framework allows to account for balancing effects due to the spatial distribution of generation capacities and interconnectors. The practical applicability of the methodology is shown with an application for wind power in Europe. We find that wind power can substantially contribute to security of supply in a decarbonized European electricity system in 2050, with regional capacity values ranging from 1 - 40%. Analyses, which do not account for the temporal and spatial heterogeneity of the contribution of wind power to security of supply therefore lead to inefficient levels of dispatchable back-up capacity. Applying a fixed wind power capacity value of 5% results in an overestimation of firm capacity requirements in Europe by 66GW in 2050. This translates to additional firm capacity provision costs of 3.8 bn EUR per year in 2050, which represents an increase of 7%.

Suggested Citation

  • Peter, Jakob & Wagner, Johannes, 2018. "Optimal Allocation of Variable Renewable Energy Considering Contributions to Security of Supply," EWI Working Papers 2018-2, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
  • Handle: RePEc:ris:ewikln:2018_002
    as

    Download full text from publisher

    File URL: https://www.ewi.uni-koeln.de/cms/wp-content/uploads/2018/10/EWI_WP_18-02_Optimal_allocation_of_variable_renewable_energy_considering_contributions_to_security_of_supply.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hagspiel, Simeon & Knaut, Andreas & Peter, Jakob, 2017. "Reliability in Multy-Regional Power Systems - Capacity Adequacy and the Role of Interconnectors," EWI Working Papers 2017-7, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI), revised 29 Jun 2018.
    2. Nahmmacher, Paul & Schmid, Eva & Hirth, Lion & Knopf, Brigitte, 2016. "Carpe diem: A novel approach to select representative days for long-term power system modeling," Energy, Elsevier, vol. 112(C), pages 430-442.
    3. Newbery, David, 2016. "Missing money and missing markets: Reliability, capacity auctions and interconnectors," Energy Policy, Elsevier, vol. 94(C), pages 401-410.
    4. Voorspools, Kris R. & D'haeseleer, William D., 2006. "An analytical formula for the capacity credit of wind power," Renewable Energy, Elsevier, vol. 31(1), pages 45-54.
    5. Hagspiel, Simeon, 2017. "Reliable Electricity: The Effects of System Integration and Cooperative Measures to Make it Work," EWI Working Papers 2017-13, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
    6. Hagspiel, Simeon, 2018. "Reliability with interdependent suppliers," European Journal of Operational Research, Elsevier, vol. 268(1), pages 161-173.
    7. Richter, Jan, 2011. "DIMENSION - A Dispatch and Investment Model for European Electricity Markets," EWI Working Papers 2011-3, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
    8. Hagspiel, S. & Jägemann, C. & Lindenberger, D. & Brown, T. & Cherevatskiy, S. & Tröster, E., 2014. "Cost-optimal power system extension under flow-based market coupling," Energy, Elsevier, vol. 66(C), pages 654-666.
    9. Michael Milligan & Bethany Frew & Eduardo Ibanez & Juha Kiviluoma & Hannele Holttinen & Lennart Söder, 2017. "Capacity value assessments of wind power," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 6(1), January.
    10. Simeon Hagspiel, Andreas Knaut, and Jakob Peter, 2018. "Reliability in Multi-regional Power Systems: Capacity Adequacy and the Role of Interconnectors," The Energy Journal, International Association for Energy Economics, vol. 0(Number 5).
    11. Joachim Bertsch & Simeon Hagspiel & Lisa Just, 2016. "Congestion management in power systems," Journal of Regulatory Economics, Springer, vol. 50(3), pages 290-327, December.
    12. Lijesen, Mark G., 2007. "The real-time price elasticity of electricity," Energy Economics, Elsevier, vol. 29(2), pages 249-258, March.
    13. M. Cepeda & M. Saguan & D. Finon & V. Pignon, 2009. "Generation adequacy and transmission interconnection in regional electricity markets," Post-Print hal-00716344, HAL.
    14. S Zachary & C J Dent, 2012. "Probability theory of capacity value of additional generation," Journal of Risk and Reliability, , vol. 226(1), pages 33-43, February.
    15. Cynthia Bothwell and Benjamin F. Hobbs, 2017. "Crediting Wind and Solar Renewables in Electricity Capacity Markets: The Effects of Alternative Definitions upon Market Efficiency," The Energy Journal, International Association for Energy Economics, vol. 0(KAPSARC S).
    16. Michael L. Telson, 1975. "The Economies of Alternative Levels of Reliability for Electric Power Generation Systems," Bell Journal of Economics, The RAND Corporation, vol. 6(2), pages 679-694, Autumn.
    17. Henckes, Philipp & Knaut, Andreas & Obermüller, Frank & Frank, Christopher, 2018. "The benefit of long-term high resolution wind data for electricity system analysis," Energy, Elsevier, vol. 143(C), pages 934-942.
    18. Knaut, Andreas & Tode, Christian & Lindenberger, Dietmar & Malischek, Raimund & Paulus, Simon & Wagner, Johannes, 2016. "The reference forecast of the German energy transition—An outlook on electricity markets," Energy Policy, Elsevier, vol. 92(C), pages 477-491.
    19. Peter Cramton & Axel Ockenfels & Steven Stoft, 2013. "Capacity Market Fundamentals," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 2).
    20. Cepeda, Mauricio & Saguan, Marcelo & Finon, Dominique & Pignon, Virginie, 2009. "Generation adequacy and transmission interconnection in regional electricity markets," Energy Policy, Elsevier, vol. 37(12), pages 5612-5622, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Paul Simshauser & Farhad Billimoria & Craig Rogers, 2021. "Optimising VRE plant capacity in Renewable Energy Zones," Working Papers EPRG2121, Energy Policy Research Group, Cambridge Judge Business School, University of Cambridge.
    2. Inka Ruponen & Mariia Kozlova & Mikael Collan, 2021. "Ex-Ante Study of Biofuel Policies–Analyzing Policy-Induced Flexibility," Sustainability, MDPI, vol. 14(1), pages 1-15, December.
    3. Helgeson, Broghan & Peter, Jakob, 2020. "The role of electricity in decarbonizing European road transport – Development and assessment of an integrated multi-sectoral model," Applied Energy, Elsevier, vol. 262(C).
    4. Peter, Jakob, 2019. "How does climate change affect electricity system planning and optimal allocation of variable renewable energy?," Applied Energy, Elsevier, vol. 252(C), pages 1-1.
    5. Simshauser, P., 2021. "Renewable Energy Zones in Australia’s National Electricity Market," Cambridge Working Papers in Economics 2119, Faculty of Economics, University of Cambridge.
    6. Mariia Kozlova & Alena Lohrmann, 2021. "Steering Renewable Energy Investments in Favor of Energy System Reliability: A Call for a Hybrid Model," Sustainability, MDPI, vol. 13(24), pages 1-18, December.
    7. Schreiner, Lena & Madlener, Reinhard, 2021. "A pathway to green growth? Macroeconomic impacts of power grid infrastructure investments in Germany," Energy Policy, Elsevier, vol. 156(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hagspiel, Simeon, 2017. "Reliable Electricity: The Effects of System Integration and Cooperative Measures to Make it Work," EWI Working Papers 2017-13, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
    2. Peter, Jakob, 2019. "How does climate change affect electricity system planning and optimal allocation of variable renewable energy?," Applied Energy, Elsevier, vol. 252(C), pages 1-1.
    3. Astier, Nicolas & Ovaere, Marten, 2022. "Reliability standards and generation adequacy assessments for interconnected electricity systems," Energy Policy, Elsevier, vol. 168(C).
    4. Hagspiel, Simeon & Knaut, Andreas & Peter, Jakob, 2017. "Reliability in Multy-Regional Power Systems - Capacity Adequacy and the Role of Interconnectors," EWI Working Papers 2017-7, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI), revised 29 Jun 2018.
    5. Han Shu & Jacob Mays, 2022. "Beyond capacity: contractual form in electricity reliability obligations," Papers 2210.10858, arXiv.org.
    6. Shu, Han & Mays, Jacob, 2023. "Beyond capacity: Contractual form in electricity reliability obligations," Energy Economics, Elsevier, vol. 126(C).
    7. Kozlova, Mariia & Huhta, Kaisa & Lohrmann, Alena, 2023. "The interface between support schemes for renewable energy and security of supply: Reviewing capacity mechanisms and support schemes for renewable energy in Europe," Energy Policy, Elsevier, vol. 181(C).
    8. Brito-Pereira, Paulo & Mastropietro, Paolo & Rodilla, Pablo & Barroso, Luiz Augusto & Batlle, Carlos, 2022. "Adjusting the aim of capacity mechanisms: Future-proof reliability metrics and firm supply calculations," Energy Policy, Elsevier, vol. 164(C).
    9. Helgeson, Broghan & Peter, Jakob, 2020. "The role of electricity in decarbonizing European road transport – Development and assessment of an integrated multi-sectoral model," Applied Energy, Elsevier, vol. 262(C).
    10. Sebastian Schäfer & Lisa Altvater, 2019. "On the functioning of a capacity market with an increasing share of renewable energy," Journal of Regulatory Economics, Springer, vol. 56(1), pages 59-84, August.
    11. Clemens Gerbaulet & Casimir Lorenz, 2017. "dynELMOD: A Dynamic Investment and Dispatch Model for the Future European Electricity Market," Data Documentation 88, DIW Berlin, German Institute for Economic Research.
    12. Mastropietro, Paolo & Rodilla, Pablo & Batlle, Carlos, 2019. "De-rating of wind and solar resources in capacity mechanisms: A review of international experiences," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 253-262.
    13. Gerbaulet, Clemens & von Hirschhausen, Christian & Kemfert, Claudia & Lorenz, Casimir & Oei, Pao-Yu, 2019. "European electricity sector decarbonization under different levels of foresight," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 141, pages 973-987.
    14. Keppler, Jan Horst & Quemin, Simon & Saguan, Marcelo, 2022. "Why the sustainable provision of low-carbon electricity needs hybrid markets," Energy Policy, Elsevier, vol. 171(C).
    15. Knaut, Andreas & Paschmann, Martin, 2017. "Decoding Restricted Participation in Sequential Electricity Markets," EWI Working Papers 2017-5, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI), revised 31 Aug 2017.
    16. Tangerås, Thomas P., 2018. "Equilibrium supply security in a multinational electricity market with renewable production," Energy Economics, Elsevier, vol. 72(C), pages 416-435.
    17. Ochoa, Camila & van Ackere, Ann, 2015. "Winners and losers of market coupling," Energy, Elsevier, vol. 80(C), pages 522-534.
    18. Mier, Mathias, 2021. "Efficient pricing of electricity revisited," Energy Economics, Elsevier, vol. 104(C).
    19. David P. Brown & Derek E. H. Olmstead, 2017. "Measuring market power and the efficiency of Alberta's restructured electricity market: An energy-only market design," Canadian Journal of Economics, Canadian Economics Association, vol. 50(3), pages 838-870, August.
    20. David Brown, 2018. "Capacity Market Design: Motivation and Challenges in Alberta’s Electricity Market," SPP Briefing Papers, The School of Public Policy, University of Calgary, vol. 11(12), March.

    More about this item

    Keywords

    Reliability of supply; Capacity adequacy; Multi-regional power system; Wind power; Power system modeling;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • D47 - Microeconomics - - Market Structure, Pricing, and Design - - - Market Design
    • L50 - Industrial Organization - - Regulation and Industrial Policy - - - General
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ris:ewikln:2018_002. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sabine Williams (email available below). General contact details of provider: https://edirc.repec.org/data/ewikode.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.