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Validity ranges of locational marginal emission factors for the environmental assessment of electric load shifting

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  • Nilges, B.
  • Haese, A.
  • Reinert, C.
  • von der Assen, N.

Abstract

The integration of volatile renewable energies into electric power systems requires the synchronization of electricity supply and demand through load shifting by demand-side management and electrical storage. Although the environmental impacts of load shifting are widely discussed in the literature, there is only limited research on location-specific differences that are inherent in large-scale electric power systems. For a location-specific environmental assessment, locational marginal emission factors (MEFs) can be determined in power flow models. However, the locational MEFs are derived for an infinitesimal change in load and, thus, are not necessarily applicable for the assessment of large load shifts. In this paper, we provide validity ranges for the locational MEFs to determine for which load changes the MEFs are exact. We analyze the locational MEFs and the validity ranges on a model of the German electric power system. Consistent with literature, the results show that the locational MEFs can vary between −144 gCO2/kWh and 2620 gCO2/kWh in the case of severe grid congestion. However, we show that validity ranges of the locational MEFs are rather small with values of mostly around 5 MW and in some cases even reach zero. Therefore, we conclude that while locational MEFs are important for the location-specific assessment of load shifting, the relatively small validity ranges of locational MEFs must also be considered when large load shifts are evaluated.

Suggested Citation

  • Nilges, B. & Haese, A. & Reinert, C. & von der Assen, N., 2025. "Validity ranges of locational marginal emission factors for the environmental assessment of electric load shifting," Applied Energy, Elsevier, vol. 380(C).
    • Handle: RePEc:eee:appene:v:380:y:2025:i:c:s030626192402453x
    DOI: 10.1016/j.apenergy.2024.125069
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    References listed on IDEAS

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    1. Wolf, Isabel & Holzapfel, Peter K.R. & Meschede, Henning & Finkbeiner, Matthias, 2023. "On the potential of temporally resolved GHG emission factors for load shifting: A case study on electrified steam generation," Applied Energy, Elsevier, vol. 348(C).
    2. Huang, Bwo-Nung & Hwang, M.J. & Yang, C.W., 2008. "Causal relationship between energy consumption and GDP growth revisited: A dynamic panel data approach," Ecological Economics, Elsevier, vol. 67(1), pages 41-54, August.
    3. Nils Seckinger & Peter Radgen, 2021. "Dynamic Prospective Average and Marginal GHG Emission Factors—Scenario-Based Method for the German Power System until 2050," Energies, MDPI, vol. 14(9), pages 1-22, April.
    4. Park, Byungkwon & Dong, Jin & Liu, Boming & Kuruganti, Teja, 2023. "Decarbonizing the grid: Utilizing demand-side flexibility for carbon emission reduction through locational marginal emissions in distribution networks," Applied Energy, Elsevier, vol. 330(PA).
    5. Felix Böing & Anika Regett, 2019. "Hourly CO 2 Emission Factors and Marginal Costs of Energy Carriers in Future Multi-Energy Systems," Energies, MDPI, vol. 12(12), pages 1-32, June.
    6. Graff Zivin, Joshua S. & Kotchen, Matthew J. & Mansur, Erin T., 2014. "Spatial and temporal heterogeneity of marginal emissions: Implications for electric cars and other electricity-shifting policies," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PA), pages 248-268.
    7. Pietzcker, Robert C. & Osorio, Sebastian & Rodrigues, Renato, 2021. "Tightening EU ETS targets in line with the European Green Deal: Impacts on the decarbonization of the EU power sector," Applied Energy, Elsevier, vol. 293(C).
    8. Rita Garcia & Fausto Freire, 2016. "Marginal Life-Cycle Greenhouse Gas Emissions of Electricity Generation in Portugal and Implications for Electric Vehicles," Resources, MDPI, vol. 5(4), pages 1-15, November.
    9. Lund, Peter D. & Lindgren, Juuso & Mikkola, Jani & Salpakari, Jyri, 2015. "Review of energy system flexibility measures to enable high levels of variable renewable electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 45(C), pages 785-807.
    10. Li, Yaowang & Yang, Xuxin & Du, Ershun & Liu, Yuliang & Zhang, Shixu & Yang, Chen & Zhang, Ning & Liu, Chang, 2024. "A review on carbon emission accounting approaches for the electricity power industry," Applied Energy, Elsevier, vol. 359(C).
    11. Fleschutz, Markus & Bohlayer, Markus & Braun, Marco & Henze, Gregor & Murphy, Michael D., 2021. "The effect of price-based demand response on carbon emissions in European electricity markets: The importance of adequate carbon prices," Applied Energy, Elsevier, vol. 295(C).
    12. Baumgärtner, Nils & Delorme, Roman & Hennen, Maike & Bardow, André, 2019. "Design of low-carbon utility systems: Exploiting time-dependent grid emissions for climate-friendly demand-side management," Applied Energy, Elsevier, vol. 247(C), pages 755-765.
    13. Christoph Weber & Dominik Möst & Wolf Fichtner, 2022. "Economics of Power Systems," Springer Texts in Business and Economics, Springer, number 978-3-030-97770-2, March.
    14. Pimm, Andrew J. & Palczewski, Jan & Barbour, Edward R. & Cockerill, Tim T., 2021. "Using electricity storage to reduce greenhouse gas emissions," Applied Energy, Elsevier, vol. 282(PA).
    15. Jonas Egerer & Clemens Gerbaulet & Richard Ihlenburg & Friedrich Kunz & Benjamin Reinhard & Christian von Hirschhausen & Alexander Weber & Jens Weibezahn, 2014. "Electricity Sector Data for Policy-Relevant Modeling: Data Documentation and Applications to the German and European Electricity Markets," Data Documentation 72, DIW Berlin, German Institute for Economic Research.
    16. Summerbell, Daniel L. & Khripko, Diana & Barlow, Claire & Hesselbach, Jens, 2017. "Cost and carbon reductions from industrial demand-side management: Study of potential savings at a cement plant," Applied Energy, Elsevier, vol. 197(C), pages 100-113.
    17. Markus Fleschutz & Markus Bohlayer & Marco Braun & Michael D. Murphy, 2023. "From prosumer to flexumer: Case study on the value of flexibility in decarbonizing the multi-energy system of a manufacturing company," Papers 2301.07997, arXiv.org.
    18. Pietzcker, Robert & Osorio, Sebastian & Rodrigues, Renato, 2021. "Tightening EU ETS targets in line with the European Green Deal: Impacts on the decarbonization of the EU power sector," EconStor Preprints 222579, ZBW - Leibniz Information Centre for Economics, revised 2021.
    19. Richard W. Cottle & Mukund N. Thapa, 2017. "Linear and Nonlinear Optimization," International Series in Operations Research and Management Science, Springer, number 978-1-4939-7055-1, June.
    20. Heffron, Raphael & Körner, Marc-Fabian & Wagner, Jonathan & Weibelzahl, Martin & Fridgen, Gilbert, 2020. "Industrial demand-side flexibility: A key element of a just energy transition and industrial development," Applied Energy, Elsevier, vol. 269(C).
    21. Hawkes, A.D., 2010. "Estimating marginal CO2 emissions rates for national electricity systems," Energy Policy, Elsevier, vol. 38(10), pages 5977-5987, October.
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