IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v51y2015icp242-262.html
   My bibliography  Save this article

Modeling intermittent renewable electricity technologies in general equilibrium models

Author

Listed:
  • Tapia-Ahumada, Karen
  • Octaviano, Claudia
  • Rausch, Sebastian
  • Pérez-Arriaga, Ignacio

Abstract

Economy-wide top-down (TD) equilibrium models have traditionally proved to be valuable tools for assessing energy and climate policies. New modeling challenges brought about by intermittent renewable energy sources, however, require a careful review of existing tools. This paper presents an overview of TD modeling approaches for incorporating renewable energy and describes in detail one approach, using the MIT USREP model, to identify critical parameters and assumptions underlying the general equilibrium formulation. We then quantitatively assess its performance regarding the ability to correctly estimate the participation of intermittent renewables in the electricity sector as predicted by a bottom-up electricity sector model, which is designed to analyze the expansion and operation of a system with a large penetration of wind and which is integrated within an economy-wide general equilibrium framework. We find that a properly specified TD approach to modeling intermittent renewable energy is capable of roughly replicating the results from the benchmark model. We argue, however, that the general equilibrium approach is highly sensitive to key parameters which are a priori typically unknown or at least highly uncertain. Our analysis suggests that traditional TD simulation tools have to be enhanced to avoid potentially misrepresenting the implications of future climate policies where presumably renewable energy could participate at large scale. Detailed power system models that capture system reliability and adequacy constraints are needed to properly assess the potential of renewable energy.

Suggested Citation

  • Tapia-Ahumada, Karen & Octaviano, Claudia & Rausch, Sebastian & Pérez-Arriaga, Ignacio, 2015. "Modeling intermittent renewable electricity technologies in general equilibrium models," Economic Modelling, Elsevier, vol. 51(C), pages 242-262.
  • Handle: RePEc:eee:ecmode:v:51:y:2015:i:c:p:242-262
    DOI: 10.1016/j.econmod.2015.08.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999315002084
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2015.08.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lion Hirth & Falko Ueckerdt & Ottmar Edenhofer, 2014. "Why Wind Is Not Coal: On the Economics of Electricity," Working Papers 2014.39, Fondazione Eni Enrico Mattei.
    2. Rausch Sebastian & Metcalf Gilbert E. & Reilly John M & Paltsev Sergey, 2010. "Distributional Implications of Alternative U.S. Greenhouse Gas Control Measures," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(2), pages 1-46, July.
    3. Allen A. Fawcett, Leon C. Clarke, Sebastian Rausch, and John P. Weyant, 2014. "Overview of EMF 24 Policy Scenarios," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
    4. McFarland, J. R. & Reilly, J. M. & Herzog, H. J., 2004. "Representing energy technologies in top-down economic models using bottom-up information," Energy Economics, Elsevier, vol. 26(4), pages 685-707, July.
    5. Nijkamp, Peter & Wang, Shunli & Kremers, Hans, 2005. "Modeling the impacts of international climate change policies in a CGE context: The use of the GTAP-E model," Economic Modelling, Elsevier, vol. 22(6), pages 955-974, December.
    6. McKitrick, Ross R., 1998. "The econometric critique of computable general equilibrium modeling: the role of functional forms," Economic Modelling, Elsevier, vol. 15(4), pages 543-573, October.
    7. Lecca, Patrizio & Swales, Kim & Turner, Karen, 2011. "An investigation of issues relating to where energy should enter the production function," Economic Modelling, Elsevier, vol. 28(6), pages 2832-2841.
    8. Karplus, Valerie J. & Paltsev, Sergey & Babiker, Mustafa & Reilly, John M., 2013. "Applying engineering and fleet detail to represent passenger vehicle transport in a computable general equilibrium model," Economic Modelling, Elsevier, vol. 30(C), pages 295-305.
    9. Enrica De Cian & Valentina Bosetti & Alessandra Sgobbi & Massimo Tavoni, 2009. "The 2008 WITCH Model: New Model Features and Baseline," Working Papers 2009.85, Fondazione Eni Enrico Mattei.
    10. Zha, Donglan & Ding, Ning, 2014. "Elasticities of substitution between energy and non-energy inputs in China power sector," Economic Modelling, Elsevier, vol. 38(C), pages 564-571.
    11. Paul L. Joskow, 2011. "Comparing the Costs of Intermittent and Dispatchable Electricity Generating Technologies," American Economic Review, American Economic Association, vol. 101(3), pages 238-241, May.
    12. Xavier Labandeira, Pedro Linares and Miguel Rodriguez, 2009. "An Integrated Approach to Simulate the impacts of Carbon Emissions Trading Schemes," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
    13. Jean Charles Hourcade & Mark Jaccard & Chris Bataille & Frédéric Ghersi, 2006. "Hybrid Modeling: New Answers to Old Challenges," Post-Print halshs-00471234, HAL.
    14. Richard Green & Nicholas Vasilakos, 2011. "The Long-term Impact of Wind Power on Electricity Prices and Generating Capacity," Discussion Papers 11-09, Department of Economics, University of Birmingham.
    15. Rausch, Sebastian & Metcalf, Gilbert E. & Reilly, John M., 2011. "Distributional impacts of carbon pricing: A general equilibrium approach with micro-data for households," Energy Economics, Elsevier, vol. 33(S1), pages 20-33.
    16. Ignacio J. Perez-Arriaga & Carlos Batlle, 2012. "Impacts of Intermittent Renewables on Electricity Generation System Operation," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 2).
    17. Izquierdo, Salvador & Dopazo, César & Fueyo, Norberto, 2010. "Supply-cost curves for geographically distributed renewable-energy resources," Energy Policy, Elsevier, vol. 38(1), pages 667-672, January.
    18. Rausch, Sebastian & Mowers, Matthew, 2014. "Distributional and efficiency impacts of clean and renewable energy standards for electricity," Resource and Energy Economics, Elsevier, vol. 36(2), pages 556-585.
    19. Böhringer, Christoph & Rutherford, Thomos F., 2009. "Integrated assessment of energy policies: Decomposing top-down and bottom-up," Journal of Economic Dynamics and Control, Elsevier, vol. 33(9), pages 1648-1661, September.
    20. Lanz, Bruno & Rausch, Sebastian, 2011. "General equilibrium, electricity generation technologies and the cost of carbon abatement: A structural sensitivity analysis," Energy Economics, Elsevier, vol. 33(5), pages 1035-1047, September.
    21. Hanoch, Giora, 1971. "CRESH Production Functions," Econometrica, Econometric Society, vol. 39(5), pages 695-712, September.
    22. Lars Mathiesen, 1985. "Computational Experience in Solving Equilibrium Models by a Sequence of Linear Complementarity Problems," Operations Research, INFORMS, vol. 33(6), pages 1225-1250, 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. Avraam, Charalampos & Bistline, John E.T. & Brown, Maxwell & Vaillancourt, Kathleen & Siddiqui, Sauleh, 2021. "North American natural gas market and infrastructure developments under different mechanisms of renewable policy coordination," Energy Policy, Elsevier, vol. 148(PB).
    2. Lucas Bretschger & Matthias Leuthard & Alena Miftakhova, 2024. "Boosting Sluggish Climate Policy: Endogenous Substitution, Learning, and Energy Efficiency Improvements," CER-ETH Economics working paper series 24/391, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    3. Kat, Bora, 2023. "Clean energy transition in the Turkish power sector: A techno-economic analysis with a high-resolution power expansion model," Utilities Policy, Elsevier, vol. 82(C).
    4. Chyong, Chi Kong & Newbery, David, 2022. "A unit commitment and economic dispatch model of the GB electricity market – Formulation and application to hydro pumped storage," Energy Policy, Elsevier, vol. 170(C).
    5. Kat, B. & Şahin, Ü. & Teimourzadeh, S. & Tör, O.B. & Voyvoda, E. & Yeldan, A.E., 2024. "A new energy-economy-environment modeling framework: Insights from decarbonization of the Turkish power Sector towards net-zero Emission targets," Energy, Elsevier, vol. 302(C).
    6. Yuan, Mei & Tapia-Ahumada, Karen & Paltsev, Sergey, 2020. "Challenges and Opportunities Economy-Wide Decarbonization Pathways in California," Conference papers 333179, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    7. Nechifor, Victor & Basheer, Mohammed & Calzadilla, Alvaro & Obuobie, Emmanuel & Harou, Julien J., 2022. "Financing national scale energy projects in developing countries – An economy-wide evaluation of Ghana's Bui Dam," Energy Economics, Elsevier, vol. 111(C).
    8. Taran Faehn & Gabriel Bachner & Robert Beach & Jean Chateau & Shinichiro Fujimori & Madanmohan Ghosh & Meriem Hamdi-Cherif & Elisa Lanzi & Sergey Paltsev & Toon Vandyck & Bruno Cunha & Rafael Garaffa , 2020. "Capturing Key Energy and Emission Trends in CGE models: Assessment of Status and Remaining Challenges," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 5(1), pages 196-272, June.
    9. Andersen, Kristoffer S. & Termansen, Lars B. & Gargiulo, Maurizio & Ó Gallachóirc, Brian P., 2019. "Bridging the gap using energy services: Demonstrating a novel framework for soft linking top-down and bottom-up models," Energy, Elsevier, vol. 169(C), pages 277-293.
    10. Yuan, Mei & Tapia-Ahumada, Karen & Reilly, John, 2021. "The role of cross-border electricity trade in transition to a low-carbon economy in the Northeastern U.S," Energy Policy, Elsevier, vol. 154(C).
    11. Chen, Y.-H. Henry & Paltsev, Sergey & Reilly, John M. & Morris, Jennifer F. & Babiker, Mustafa H., 2016. "Long-term economic modeling for climate change assessment," Economic Modelling, Elsevier, vol. 52(PB), pages 867-883.

    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. Julien Lefevre, 2018. "Modeling the Socioeconomic Impacts of the Adoption of a Carbon Pricing Instrument – Literature review," CIRED Working Papers hal-03128619, HAL.
    2. Rausch, Sebastian & Mowers, Matthew, 2014. "Distributional and efficiency impacts of clean and renewable energy standards for electricity," Resource and Energy Economics, Elsevier, vol. 36(2), pages 556-585.
    3. Helgesen, Per Ivar & Tomasgard, Asgeir, 2018. "From linking to integration of energy system models and computational general equilibrium models – Effects on equilibria and convergence," Energy, Elsevier, vol. 159(C), pages 1218-1233.
    4. Jeffrey C. Peters & Thomas W. Hertel, 2017. "Achieving the Clean Power Plan 2030 CO2 Target with the New Normal in Natural Gas Prices," The Energy Journal, International Association for Energy Economics, vol. 0(Number 5).
    5. Martin T. Ross, 2018. "Regional Implications Of National Carbon Taxes," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 9(01), pages 1-39, February.
    6. Yuan, Mei & Tapia-Ahumada, Karen & Reilly, John, 2021. "The role of cross-border electricity trade in transition to a low-carbon economy in the Northeastern U.S," Energy Policy, Elsevier, vol. 154(C).
    7. Sebastian Rausch and Valerie J. Karplus, 2014. "Markets versus Regulation: The Efficiency and Distributional Impacts of U.S. Climate Policy Proposals," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
    8. Martin T. Ross, Patrick T. Sullivan, Allen A. Fawcett, and Brooks M. Depro, 2014. "Investigating Technology Options for Climate Policies: Differentiated Roles in ADAGE," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
    9. Kat, Bora, 2023. "Clean energy transition in the Turkish power sector: A techno-economic analysis with a high-resolution power expansion model," Utilities Policy, Elsevier, vol. 82(C).
    10. Taran Faehn & Gabriel Bachner & Robert Beach & Jean Chateau & Shinichiro Fujimori & Madanmohan Ghosh & Meriem Hamdi-Cherif & Elisa Lanzi & Sergey Paltsev & Toon Vandyck & Bruno Cunha & Rafael Garaffa , 2020. "Capturing Key Energy and Emission Trends in CGE models: Assessment of Status and Remaining Challenges," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 5(1), pages 196-272, June.
    11. Rausch, Sebastian & Zhang, Da, 2018. "Capturing natural resource heterogeneity in top-down energy-economic equilibrium models," Energy Economics, Elsevier, vol. 74(C), pages 917-926.
    12. Lion Hirth, 2015. "The Optimal Share of Variable Renewables: How the Variability of Wind and Solar Power affects their Welfare-optimal Deployment," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
    13. 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.
    14. Halkos, George, 2014. "The Economics of Climate Change Policy: Critical review and future policy directions," MPRA Paper 56841, University Library of Munich, Germany.
    15. Fortes, Patrícia & Pereira, Rui & Pereira, Alfredo & Seixas, Júlia, 2014. "Integrated technological-economic modeling platform for energy and climate policy analysis," Energy, Elsevier, vol. 73(C), pages 716-730.
    16. Hirth, Lion & Ueckerdt, Falko & Edenhofer, Ottmar, 2015. "Integration costs revisited – An economic framework for wind and solar variability," Renewable Energy, Elsevier, vol. 74(C), pages 925-939.
    17. Zhao, Jiaxin & Mattauch, Linus, 2022. "When standards have better distributional consequences than carbon taxes," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    18. Florian Landis & Sebastian Rausch & Mirjam Kosch, 2018. "Differentiated Carbon Prices and the Economic Cost of Decarbonization," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 70(2), pages 483-516, June.
    19. Vona, Francesco, 2023. "Managing the distributional effects of climate policies: A narrow path to a just transition," Ecological Economics, Elsevier, vol. 205(C).
    20. Bruno Lanz & Sebastian Rausch, 2013. "Cap-and-Trade Climate Policy, Free Allowances, and Price-Regulated Firms," CER-ETH Economics working paper series 13/178, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.

    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:eee:ecmode:v:51:y:2015:i:c:p:242-262. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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.