IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v14y2021i5p1301-d506948.html
   My bibliography  Save this article

Considering Life Cycle Greenhouse Gas Emissions in Power System Expansion Planning for Europe and North Africa Using Multi-Objective Optimization

Author

Listed:
  • Tobias Junne

    (German Aerospace Center (DLR), Department of Energy Systems Analysis, Institute of Networked Energy Systems, 70563 Stuttgart, Germany)

  • Karl-Kiên Cao

    (German Aerospace Center (DLR), Department of Energy Systems Analysis, Institute of Networked Energy Systems, 70563 Stuttgart, Germany)

  • Kim Kira Miskiw

    (German Aerospace Center (DLR), Department of Energy Systems Analysis, Institute of Networked Energy Systems, 70563 Stuttgart, Germany
    Current affiliation: Karlsruhe Institute of Technology, Institute for Industrial Production—Chair of Energy Economics, 76187 Karlsruhe, Germany.)

  • Heidi Hottenroth

    (Institute for Industrial Ecology (INEC), Pforzheim University, 75175 Pforzheim, Germany)

  • Tobias Naegler

    (German Aerospace Center (DLR), Department of Energy Systems Analysis, Institute of Networked Energy Systems, 70563 Stuttgart, Germany)

Abstract

We integrate life cycle indicators for various technologies of an energy system model with high spatiotemporal detail and a focus on Europe and North Africa. Using multi-objective optimization, we calculate a pareto front that allows us to assess the trade-offs between system costs and life cycle greenhouse gas (GHG) emissions of future power systems. Furthermore, we perform environmental ex-post assessments of selected solutions using a broad set of life cycle impact categories. In a system with the least life cycle GHG emissions, the costs would increase by ~63%, thereby reducing life cycle GHG emissions by ~82% compared to the cost-optimal solution. Power systems mitigating a substantial part of life cycle GHG emissions with small increases in system costs show a trend towards a deployment of wind onshore, electricity grid and a decline in photovoltaic plants and Li-ion storage. Further reductions are achieved by the deployment of concentrated solar power, wind offshore and nuclear power but lead to considerably higher costs compared to the cost-optimal solution. Power systems that mitigate life cycle GHG emissions also perform better for most impact categories but have higher ionizing radiation, water use and increased fossil fuel demand driven by nuclear power. This study shows that it is crucial to consider upstream GHG emissions in future assessments, as they represent an inheritable part of total emissions in ambitious energy scenarios that, so far, mainly aim to reduce direct CO 2 emissions.

Suggested Citation

  • Tobias Junne & Karl-Kiên Cao & Kim Kira Miskiw & Heidi Hottenroth & Tobias Naegler, 2021. "Considering Life Cycle Greenhouse Gas Emissions in Power System Expansion Planning for Europe and North Africa Using Multi-Objective Optimization," Energies, MDPI, vol. 14(5), pages 1-26, February.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:5:p:1301-:d:506948
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/14/5/1301/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/14/5/1301/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Tom Brown & Mirko Schäfer & Martin Greiner, 2019. "Sectoral Interactions as Carbon Dioxide Emissions Approach Zero in a Highly-Renewable European Energy System," Energies, MDPI, vol. 12(6), pages 1-16, March.
    2. Scholz, Yvonne & Gils, Hans Christian & Pietzcker, Robert C., 2017. "Application of a high-detail energy system model to derive power sector characteristics at high wind and solar shares," Energy Economics, Elsevier, vol. 64(C), pages 568-582.
    3. Brian C. O’Neill & Timothy R. Carter & Kristie Ebi & Paula A. Harrison & Eric Kemp-Benedict & Kasper Kok & Elmar Kriegler & Benjamin L. Preston & Keywan Riahi & Jana Sillmann & Bas J. Ruijven & Detlef, 2020. "Achievements and needs for the climate change scenario framework," Nature Climate Change, Nature, vol. 10(12), pages 1074-1084, December.
    4. Ingela Tietze & Lukas Lazar & Heidi Hottenroth & Steffen Lewerenz, 2020. "LAEND: A Model for Multi-Objective Investment Optimisation of Residential Quarters Considering Costs and Environmental Impacts," Energies, MDPI, vol. 13(3), pages 1-22, February.
    5. Gils, Hans Christian & Pregger, Thomas & Flachsbarth, Franziska & Jentsch, Mareike & Dierstein, Constantin, 2019. "Comparison of spatially and temporally resolved energy system models with a focus on Germany's future power supply," Applied Energy, Elsevier, vol. 255(C).
    6. Gils, Hans Christian & Scholz, Yvonne & Pregger, Thomas & Luca de Tena, Diego & Heide, Dominik, 2017. "Integrated modelling of variable renewable energy-based power supply in Europe," Energy, Elsevier, vol. 123(C), pages 173-188.
    7. Patrik Aspers, 2001. "Crossing the Boundary of Economics and Sociology: The Case of Vilfredo Pareto," American Journal of Economics and Sociology, Wiley Blackwell, vol. 60(2), pages 519-545, April.
    8. Kim, Younghwan & Kim, Wonjoon & Kim, Minki, 2014. "An international comparative analysis of public acceptance of nuclear energy," Energy Policy, Elsevier, vol. 66(C), pages 475-483.
    9. Portugal-Pereira, Joana & Köberle, Alexandre C. & Soria, Rafael & Lucena, André F.P. & Szklo, Alexandre & Schaeffer, Roberto, 2016. "Overlooked impacts of electricity expansion optimisation modelling: The life cycle side of the story," Energy, Elsevier, vol. 115(P2), pages 1424-1435.
    10. Tobias Junne & Sonja Simon & Jens Buchgeister & Maximilian Saiger & Manuel Baumann & Martina Haase & Christina Wulf & Tobias Naegler, 2020. "Environmental Sustainability Assessment of Multi-Sectoral Energy Transformation Pathways: Methodological Approach and Case Study for Germany," Sustainability, MDPI, vol. 12(19), pages 1-28, October.
    11. Niklas Wulff & Felix Steck & Hans Christian Gils & Carsten Hoyer-Klick & Bent van den Adel & John E. Anderson, 2020. "Comparing Power-System and User-Oriented Battery Electric Vehicle Charging Representation and Its Implications on Energy System Modeling," Energies, MDPI, vol. 13(5), pages 1-41, March.
    12. Lopion, Peter & Markewitz, Peter & Robinius, Martin & Stolten, Detlef, 2018. "A review of current challenges and trends in energy systems modeling," Renewable and Sustainable Energy Reviews, Elsevier, vol. 96(C), pages 156-166.
    13. Hess, Denis, 2018. "The value of a dispatchable concentrating solar power transfer from Middle East and North Africa to Europe via point-to-point high voltage direct current lines," Applied Energy, Elsevier, vol. 221(C), pages 605-645.
    14. Stefan Pauliuk & Anders Arvesen & Konstantin Stadler & Edgar G. Hertwich, 2017. "Industrial ecology in integrated assessment models," Nature Climate Change, Nature, vol. 7(1), pages 13-20, January.
    15. Jan Christian Koj & Christina Wulf & Andrea Schreiber & Petra Zapp, 2017. "Site-Dependent Environmental Impacts of Industrial Hydrogen Production by Alkaline Water Electrolysis," Energies, MDPI, vol. 10(7), pages 1-15, June.
    16. Hans Christian Gils & Sonja Simon & Rafael Soria, 2017. "100% Renewable Energy Supply for Brazil—The Role of Sector Coupling and Regional Development," Energies, MDPI, vol. 10(11), pages 1-22, November.
    17. Blanco, Herib & Codina, Victor & Laurent, Alexis & Nijs, Wouter & Maréchal, François & Faaij, André, 2020. "Life cycle assessment integration into energy system models: An application for Power-to-Methane in the EU," Applied Energy, Elsevier, vol. 259(C).
    18. 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.
    19. Steffi Schreiber & Christoph Zöphel & Dominik Möst, 2021. "Optimal Energy Portfolios in the Electricity Sector: Trade-Offs and Interplay Between Different Flexibility Options," Springer Books, in: Dominik Möst & Steffi Schreiber & Andrea Herbst & Martin Jakob & Angelo Martino & Witold-Roger Pogan (ed.), The Future European Energy System, chapter 0, pages 177-198, Springer.
    20. Gibon, Thomas & Arvesen, Anders & Hertwich, Edgar G., 2017. "Life cycle assessment demonstrates environmental co-benefits and trade-offs of low-carbon electricity supply options," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 1283-1290.
    21. 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.
    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. Tobias Naegler & Lisa Becker & Jens Buchgeister & Wolfgang Hauser & Heidi Hottenroth & Tobias Junne & Ulrike Lehr & Oliver Scheel & Ricarda Schmidt-Scheele & Sonja Simon & Claudia Sutardhio & Ingela T, 2021. "Integrated Multidimensional Sustainability Assessment of Energy System Transformation Pathways," Sustainability, MDPI, vol. 13(9), pages 1-28, May.
    2. Beck, J.-P. & Reinhard, J. & Kamps, K. & Kupka, J. & Derksen, C., 2022. "Model experiments in operational energy system analysis: Power grid focused scenario comparisons," Renewable and Sustainable Energy Reviews, Elsevier, vol. 164(C).
    3. Dahlia Byles & Salman Mohagheghi, 2023. "Sustainable Power Grid Expansion: Life Cycle Assessment, Modeling Approaches, Challenges, and Opportunities," Sustainability, MDPI, vol. 15(11), pages 1-25, May.
    4. Shuangshuang Zhou & Juan Yang & Shiwei Yu, 2022. "A Stochastic Multi-Objective Model for China’s Provincial Generation-Mix Planning: Considering Variable Renewable and Transmission Capacity," Energies, MDPI, vol. 15(8), pages 1-26, April.
    5. Diankai Wang & Inna Gryshova & Anush Balian & Mykola Kyzym & Tetiana Salashenko & Viktoriia Khaustova & Olexandr Davidyuk, 2022. "Assessment of Power System Sustainability and Compromises between the Development Goals," Sustainability, MDPI, vol. 14(4), pages 1-23, February.
    6. Saeidi, Reza & Noorollahi, Younes & Aghaz, Javad & Chang, Soowon, 2023. "FUZZY-TOPSIS method for defining optimal parameters and finding suitable sites for PV power plants," Energy, Elsevier, vol. 282(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. Finke, Jonas & Bertsch, Valentin, 2023. "Implementing a highly adaptable method for the multi-objective optimisation of energy systems," Applied Energy, Elsevier, vol. 332(C).
    2. Tobias Junne & Sonja Simon & Jens Buchgeister & Maximilian Saiger & Manuel Baumann & Martina Haase & Christina Wulf & Tobias Naegler, 2020. "Environmental Sustainability Assessment of Multi-Sectoral Energy Transformation Pathways: Methodological Approach and Case Study for Germany," Sustainability, MDPI, vol. 12(19), pages 1-28, October.
    3. Gils, Hans Christian & Gardian, Hedda & Kittel, Martin & Schill, Wolf-Peter & Zerrahn, Alexander & Murmann, Alexander & Launer, Jann & Fehler, Alexander & Gaumnitz, Felix & van Ouwerkerk, Jonas & Bußa, 2022. "Modeling flexibility in energy systems — comparison of power sector models based on simplified test cases," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    4. Mengzhu Xiao & Manuel Wetzel & Thomas Pregger & Sonja Simon & Yvonne Scholz, 2020. "Modeling the Supply of Renewable Electricity to Metropolitan Regions in China," Energies, MDPI, vol. 13(12), pages 1-31, June.
    5. Finke, Jonas & Bertsch, Valentin, 2022. "Implementing a highly adaptable method for the multi-objective optimisation of energy systems," MPRA Paper 115504, University Library of Munich, Germany.
    6. Prina, Matteo Giacomo & Nastasi, Benedetto & Groppi, Daniele & Misconel, Steffi & Garcia, Davide Astiaso & Sparber, Wolfram, 2022. "Comparison methods of energy system frameworks, models and scenario results," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    7. Grubert, E. & Zacarias, M., 2022. "Paradigm shifts for environmental assessment of decarbonizing energy systems: Emerging dominance of embodied impacts and design-oriented decision support needs," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    8. Klemm, Christian & Vennemann, Peter, 2021. "Modeling and optimization of multi-energy systems in mixed-use districts: A review of existing methods and approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    9. Martínez-Gordón, R. & Morales-España, G. & Sijm, J. & Faaij, A.P.C., 2021. "A review of the role of spatial resolution in energy systems modelling: Lessons learned and applicability to the North Sea region," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
    10. Gils, Hans Christian & Gardian, Hedda & Schmugge, Jens, 2021. "Interaction of hydrogen infrastructures with other sector coupling options towards a zero-emission energy system in Germany," Renewable Energy, Elsevier, vol. 180(C), pages 140-156.
    11. Matsuo, Yuhji & Endo, Seiya & Nagatomi, Yu & Shibata, Yoshiaki & Komiyama, Ryoichi & Fujii, Yasumasa, 2018. "A quantitative analysis of Japan's optimal power generation mix in 2050 and the role of CO2-free hydrogen," Energy, Elsevier, vol. 165(PB), pages 1200-1219.
    12. Porcelli, Roberto & Gibon, Thomas & Marazza, Diego & Righi, Serena & Rugani, Benedetto, 2023. "Prospective environmental impact assessment and simulation applied to an emerging biowaste-based energy technology in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 176(C).
    13. Sonja Simon & Tobias Naegler & Hans Christian Gils, 2018. "Transformation towards a Renewable Energy System in Brazil and Mexico—Technological and Structural Options for Latin America," Energies, MDPI, vol. 11(4), pages 1-26, April.
    14. Niklas Wulff & Felix Steck & Hans Christian Gils & Carsten Hoyer-Klick & Bent van den Adel & John E. Anderson, 2020. "Comparing Power-System and User-Oriented Battery Electric Vehicle Charging Representation and Its Implications on Energy System Modeling," Energies, MDPI, vol. 13(5), pages 1-41, March.
    15. Tobias Naegler & Lisa Becker & Jens Buchgeister & Wolfgang Hauser & Heidi Hottenroth & Tobias Junne & Ulrike Lehr & Oliver Scheel & Ricarda Schmidt-Scheele & Sonja Simon & Claudia Sutardhio & Ingela T, 2021. "Integrated Multidimensional Sustainability Assessment of Energy System Transformation Pathways," Sustainability, MDPI, vol. 13(9), pages 1-28, May.
    16. Karl-Kiên Cao & Johannes Metzdorf & Sinan Birbalta, 2018. "Incorporating Power Transmission Bottlenecks into Aggregated Energy System Models," Sustainability, MDPI, vol. 10(6), pages 1-32, June.
    17. Karl-Kiên Cao & Kai von Krbek & Manuel Wetzel & Felix Cebulla & Sebastian Schreck, 2019. "Classification and Evaluation of Concepts for Improving the Performance of Applied Energy System Optimization Models," Energies, MDPI, vol. 12(24), pages 1-51, December.
    18. Hansen, Kenneth & Breyer, Christian & Lund, Henrik, 2019. "Status and perspectives on 100% renewable energy systems," Energy, Elsevier, vol. 175(C), pages 471-480.
    19. Gils, Hans Christian & Gardian, Hedda & Kittel, Martin & Schill, Wolf-Peter & Murmann, Alexander & Launer, Jann & Gaumnitz, Felix & van Ouwerkerk, Jonas & Mikurda, Jennifer & Torralba-Díaz, Laura, 2022. "Model-related outcome differences in power system models with sector coupling—Quantification and drivers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    20. Blanco, Herib & Codina, Victor & Laurent, Alexis & Nijs, Wouter & Maréchal, François & Faaij, André, 2020. "Life cycle assessment integration into energy system models: An application for Power-to-Methane in the EU," Applied Energy, Elsevier, vol. 259(C).

    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:gam:jeners:v:14:y:2021:i:5:p:1301-:d:506948. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.