IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v249y2025ics0960148125008997.html

Spatial strategies for siting variable renewable energy sources to ensure weather resilience in Switzerland

Author

Listed:
  • Rubino, Giacomo
  • Killenberger, Collin
  • Sasse, Jan-Philipp
  • Wang, Zongfei
  • Wen, Xin
  • Zielonka, Nik
  • Trutnevyte, Evelina

Abstract

Weather resilience of the electricity system with high shares of Variable Renewable Energy Sources (VRES) could potentially be increased by spatially siting these sources in a way that dims the impact of weather. Here, we use single-year high-resolution modeling to test the resilience of the Swiss electricity system in 2035 under four siting strategies for new solar PV, wind power plants, and heat pumps: expected siting (continuation of the current spatial trends), even siting that is proportional to the technical potential or population, and the minimum system cost approach from the system's perspective. Using weather data from 1995 to 2019, we calculate nine electricity system resilience indicators for each siting strategy, accounting for diversification, decentralization, import dependency, load shedding, and curtailment. We find that a Swiss system in 2035 running fully or almost fully on VRES is resilient to historical weather variations. The four siting strategies perform relatively similarly in terms of resilience, indicating that VRES locations are neither a major concern nor a promising solution to influence weather resilience in a small country, like Switzerland. Having said that, minimum system cost approach that sites technologies in a cost-optimal way from the system's perspective has consistent, albeit minor, advantages for resilience, especially for minimizing load shedding and curtailment.

Suggested Citation

  • Rubino, Giacomo & Killenberger, Collin & Sasse, Jan-Philipp & Wang, Zongfei & Wen, Xin & Zielonka, Nik & Trutnevyte, Evelina, 2025. "Spatial strategies for siting variable renewable energy sources to ensure weather resilience in Switzerland," Renewable Energy, Elsevier, vol. 249(C).
  • Handle: RePEc:eee:renene:v:249:y:2025:i:c:s0960148125008997
    DOI: 10.1016/j.renene.2025.123237
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148125008997
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2025.123237?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Delucchi, Mark A. & Jacobson, Mark Z., 2011. "Providing all global energy with wind, water, and solar power, Part II: Reliability, system and transmission costs, and policies," Energy Policy, Elsevier, vol. 39(3), pages 1170-1190, March.
    2. Jonas Savelsberg & Moritz Schillinger & Ingmar Schlecht & Hannes Weigt, 2018. "The Impact of Climate Change on Swiss Hydropower," Sustainability, MDPI, vol. 10(7), pages 1-23, July.
    3. Simoes, Sofia & Zeyringer, Marianne & Mayr, Dieter & Huld, Thomas & Nijs, Wouter & Schmidt, Johannes, 2017. "Impact of different levels of geographical disaggregation of wind and PV electricity generation in large energy system models: A case study for Austria," Renewable Energy, Elsevier, vol. 105(C), pages 183-198.
    4. Wang, Zongfei & Sasse, Jan-Philipp & Trutnevyte, Evelina, 2025. "Home or workplace charging? Spatio-temporal flexibility of electric vehicles within Swiss electricity system," Energy, Elsevier, vol. 320(C).
    5. Raycheva, Elena & Gjorgiev, Blazhe & Hug, Gabriela & Sansavini, Giovanni & Schaffner, Christian, 2023. "Risk-informed coordinated generation and transmission system expansion planning: A net-zero scenario of Switzerland in the European context," Energy, Elsevier, vol. 280(C).
    6. Girardin, Luc & Marechal, François & Dubuis, Matthias & Calame-Darbellay, Nicole & Favrat, Daniel, 2010. "EnerGis: A geographical information based system for the evaluation of integrated energy conversion systems in urban areas," Energy, Elsevier, vol. 35(2), pages 830-840.
    7. Ashfaq, Asad & Kamali, Zulqarnain Haider & Agha, Mujtaba Hassan & Arshid, Hirra, 2017. "Heat coupling of the pan-European vs. regional electrical grid with excess renewable energy," Energy, Elsevier, vol. 122(C), pages 363-377.
    8. Christian M. Grams & Remo Beerli & Stefan Pfenninger & Iain Staffell & Heini Wernli, 2017. "Balancing Europe’s wind-power output through spatial deployment informed by weather regimes," Nature Climate Change, Nature, vol. 7(8), pages 557-562, August.
    9. Grochowicz, Aleksander & van Greevenbroek, Koen & Benth, Fred Espen & Zeyringer, Marianne, 2023. "Intersecting near-optimal spaces: European power systems with more resilience to weather variability," Energy Economics, Elsevier, vol. 118(C).
    10. Thormeyer, Christoph & Sasse, Jan-Philipp & Trutnevyte, Evelina, 2020. "Spatially-explicit models should consider real-world diffusion of renewable electricity: Solar PV example in Switzerland," Renewable Energy, Elsevier, vol. 145(C), pages 363-374.
    11. Panos, Evangelos & Kober, Tom & Wokaun, Alexander, 2019. "Long term evaluation of electric storage technologies vs alternative flexibility options for the Swiss energy system," Applied Energy, Elsevier, vol. 252(C), pages 1-1.
    12. Hannah Pehle & Jan-Philipp Sasse & Evelina Trutnevyte, 2025. "Regional inequalities in air quality and health co-benefits due to climate change mitigation in the European electricity sector," Climatic Change, Springer, vol. 178(2), pages 1-22, February.
    13. Jan-Philipp Sasse & Evelina Trutnevyte, 2020. "Regional impacts of electricity system transition in Central Europe until 2035," Nature Communications, Nature, vol. 11(1), pages 1-14, December.
    14. Martin Drechsler & Jonas Egerer & Martin Lange & Frank Masurowski & Jürgen Meyerhoff & Malte Oehlmann, 2017. "Efficient and equitable spatial allocation of renewable power plants at the country scale," Nature Energy, Nature, vol. 2(9), pages 1-9, September.
    15. Sasse, Jan-Philipp & Trutnevyte, Evelina, 2019. "Distributional trade-offs between regionally equitable and cost-efficient allocation of renewable electricity generation," Applied Energy, Elsevier, vol. 254(C).
    16. Pfenninger, Stefan, 2017. "Dealing with multiple decades of hourly wind and PV time series in energy models: A comparison of methods to reduce time resolution and the planning implications of inter-annual variability," Applied Energy, Elsevier, vol. 197(C), pages 1-13.
    17. Balta-Ozkan, Nazmiye & Yildirim, Julide & Connor, Peter M., 2015. "Regional distribution of photovoltaic deployment in the UK and its determinants: A spatial econometric approach," Energy Economics, Elsevier, vol. 51(C), pages 417-429.
    18. Heinisch, Verena & Dujardin, Jérôme & Gabrielli, Paolo & Jain, Pranjal & Lehning, Michael & Sansavini, Giovanni & Sasse, Jan-Philipp & Schaffner, Christian & Schwarz, Marius & Trutnevyte, Evelina, 2023. "Inter-comparison of spatial models for high shares of renewable electricity in Switzerland," Applied Energy, Elsevier, vol. 350(C).
    19. Staffell, Iain & Pfenninger, Stefan, 2016. "Using bias-corrected reanalysis to simulate current and future wind power output," Energy, Elsevier, vol. 114(C), pages 1224-1239.
    20. Balta-Ozkan, Nazmiye & Watson, Tom & Mocca, Elisabetta, 2015. "Spatially uneven development and low carbon transitions: Insights from urban and regional planning," Energy Policy, Elsevier, vol. 85(C), pages 500-510.
    21. Marianne Zeyringer & James Price & Birgit Fais & Pei-Hao Li & Ed Sharp, 2018. "Designing low-carbon power systems for Great Britain in 2050 that are robust to the spatiotemporal and inter-annual variability of weather," Nature Energy, Nature, vol. 3(5), pages 395-403, May.
    22. Zhang, Haodong & Zielonka, Nik & Trutnevyte, Evelina, 2024. "Patterns in spatial diffusion of residential heat pumps in Switzerland," Renewable Energy, Elsevier, vol. 223(C).
    23. Schlachtberger, D.P. & Brown, T. & Schäfer, M. & Schramm, S. & Greiner, M., 2018. "Cost optimal scenarios of a future highly renewable European electricity system: Exploring the influence of weather data, cost parameters and policy constraints," Energy, Elsevier, vol. 163(C), pages 100-114.
    24. Wen, Xin & Heinisch, Verena & Müller, Jonas & Sasse, Jan-Philipp & Trutnevyte, Evelina, 2023. "Comparison of statistical and optimization models for projecting future PV installations at a sub-national scale," Energy, Elsevier, vol. 285(C).
    25. Sasse, Jan-Philipp & Trutnevyte, Evelina, 2023. "Cost-effective options and regional interdependencies of reaching a low-carbon European electricity system in 2035," Energy, Elsevier, vol. 282(C).
    26. Jan-Philipp Sasse & Evelina Trutnevyte, 2023. "A low-carbon electricity sector in Europe risks sustaining regional inequalities in benefits and vulnerabilities," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    27. Müller, Jonas & Trutnevyte, Evelina, 2020. "Spatial projections of solar PV installations at subnational level: Accuracy testing of regression models," Applied Energy, Elsevier, vol. 265(C).
    28. Bird, Lori & Lew, Debra & Milligan, Michael & Carlini, E. Maria & Estanqueiro, Ana & Flynn, Damian & Gomez-Lazaro, Emilio & Holttinen, Hannele & Menemenlis, Nickie & Orths, Antje & Eriksen, Peter Børr, 2016. "Wind and solar energy curtailment: A review of international experience," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 577-586.
    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. Wen, Xin & Contreras, Julia Gonzalez & Stadelmann-Steffen, Isabelle & Sasse, Jan-Philipp & Trutnevyte, Evelina, 2025. "High sensitivity to methodological choices when integrating social acceptance data in electricity system modeling," Applied Energy, Elsevier, vol. 402(PA).
    2. Van Liedekerke, Ambra & Gjorgiev, Blazhe & Savelsberg, Jonas & Wen, Xin & Dujardin, Jérøme & Darudi, Ali & Sasse, Jan-Philipp & Trutnevyte, Evelina & Lehning, Michael & Sansavini, Giovanni, 2025. "Policy-relevance of a model inter-comparison: Switzerland in the European energy transition," Applied Energy, Elsevier, vol. 391(C).
    3. Cheng Cheng & Andrew Blakers & Timothy Weber & Kylie Catchpole & Anna Nadolny, 2025. "High-Resolution Siting of Utility-Scale Solar and Wind: Bridging Pixel-Level Costs and Regional Planning," Energies, MDPI, vol. 18(16), pages 1-28, August.

    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. Wang, Zongfei & Trutnevyte, Evelina, 2025. "Demand-side flexibility of electric vehicles and heat pumps in the Swiss electricity system with high shares of renewable generation," Energy, Elsevier, vol. 338(C).
    2. Wen, Xin & Heinisch, Verena & Müller, Jonas & Sasse, Jan-Philipp & Trutnevyte, Evelina, 2023. "Comparison of statistical and optimization models for projecting future PV installations at a sub-national scale," Energy, Elsevier, vol. 285(C).
    3. Wen, Xin & Contreras, Julia Gonzalez & Stadelmann-Steffen, Isabelle & Sasse, Jan-Philipp & Trutnevyte, Evelina, 2025. "High sensitivity to methodological choices when integrating social acceptance data in electricity system modeling," Applied Energy, Elsevier, vol. 402(PA).
    4. Walch, Alina & Rüdisüli, Martin, 2023. "Strategic PV expansion and its impact on regional electricity self-sufficiency: Case study of Switzerland," Applied Energy, Elsevier, vol. 346(C).
    5. Van Liedekerke, Ambra & Gjorgiev, Blazhe & Savelsberg, Jonas & Wen, Xin & Dujardin, Jérøme & Darudi, Ali & Sasse, Jan-Philipp & Trutnevyte, Evelina & Lehning, Michael & Sansavini, Giovanni, 2025. "Policy-relevance of a model inter-comparison: Switzerland in the European energy transition," Applied Energy, Elsevier, vol. 391(C).
    6. Müller, Jonas & Trutnevyte, Evelina, 2020. "Spatial projections of solar PV installations at subnational level: Accuracy testing of regression models," Applied Energy, Elsevier, vol. 265(C).
    7. Wang, Zongfei & Sasse, Jan-Philipp & Trutnevyte, Evelina, 2025. "Home or workplace charging? Spatio-temporal flexibility of electric vehicles within Swiss electricity system," Energy, Elsevier, vol. 320(C).
    8. Shirizadeh, Behrang & Quirion, Philippe, 2022. "The importance of renewable gas in achieving carbon-neutrality: Insights from an energy system optimization model," Energy, Elsevier, vol. 255(C).
    9. Tafarte, Philip & Lehmann, Paul, 2023. "Quantifying trade-offs for the spatial allocation of onshore wind generation capacity – A case study for Germany," Ecological Economics, Elsevier, vol. 209(C).
    10. Matsuo, Yuhji & Endo, Seiya & Nagatomi, Yu & Shibata, Yoshiaki & Komiyama, Ryoichi & Fujii, Yasumasa, 2020. "Investigating the economics of the power sector under high penetration of variable renewable energies," Applied Energy, Elsevier, vol. 267(C).
    11. Onodera, Hiroaki & Delage, Rémi & Nakata, Toshihiko, 2024. "The role of regional renewable energy integration in electricity decarbonization—A case study of Japan," Applied Energy, Elsevier, vol. 363(C).
    12. Heinisch, Verena & Dujardin, Jérôme & Gabrielli, Paolo & Jain, Pranjal & Lehning, Michael & Sansavini, Giovanni & Sasse, Jan-Philipp & Schaffner, Christian & Schwarz, Marius & Trutnevyte, Evelina, 2023. "Inter-comparison of spatial models for high shares of renewable electricity in Switzerland," Applied Energy, Elsevier, vol. 350(C).
    13. Martin Kittel & Alexander Roth & Wolf-Peter Schill, 2024. "Long-duration electricity storage needs for coping with Dunkelflaute events in Europe," Papers 2411.17683, arXiv.org, revised Apr 2026.
    14. Franziska Steinberger & Tobias Minder & Evelina Trutnevyte, 2020. "Efficiency versus Equity in Spatial Siting of Electricity Generation: Citizen Preferences in a Serious Board Game in Switzerland," Energies, MDPI, vol. 13(18), pages 1-17, September.
    15. de Guibert, Paul & Shirizadeh, Behrang & Quirion, Philippe, 2020. "Variable time-step: A method for improving computational tractability for energy system models with long-term storage," Energy, Elsevier, vol. 213(C).
    16. Behrang Shirizadeh & Quentin Perrier & Philippe Quirion, 2022. "How Sensitive are Optimal Fully Renewable Power Systems to Technology Cost Uncertainty?," The Energy Journal, , vol. 43(1), pages 43-75, January.
    17. Niina Helistö & Juha Kiviluoma & Hannele Holttinen & Jose Daniel Lara & Bri‐Mathias Hodge, 2019. "Including operational aspects in the planning of power systems with large amounts of variable generation: A review of modeling approaches," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 8(5), September.
    18. Sieger, Lisa & Weber, Christoph & Stein, Tobias, 2025. "Disentangling Small-Scale Solar Photovoltaic Adoption: A Spatial Analysis of Decision Factors and Localized Interactions in Germany," VfS Annual Conference 2025 (Cologne): Revival of Industrial Policy 325393, Verein für Socialpolitik / German Economic Association.
    19. Lonergan, Katherine Emma & Sansavini, Giovanni, 2022. "Business structure of electricity distribution system operator and effect on solar photovoltaic uptake: An empirical case study for Switzerland," Energy Policy, Elsevier, vol. 160(C).
    20. Sasse, Jan-Philipp & Trutnevyte, Evelina, 2023. "Cost-effective options and regional interdependencies of reaching a low-carbon European electricity system in 2035," Energy, Elsevier, vol. 282(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:eee:renene:v:249:y:2025:i:c:s0960148125008997. 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.journals.elsevier.com/renewable-energy .

    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.