Impacts of an increased substitution of fossil energy carriers with electricity-based technologies on the swiss electricity system
Open accessAbstract
Electrifying the energy system with heat pumps and battery electric vehicles (BEV) is a strategy of Switzerland and many other countries to reduce CO2 emissions. A large electrification, however, poses several new challenges for the electricity system, particularly in combination with a simultaneous substitution of nuclear power plants (NPP) by volatile renewables such as photovoltaics (PV). In this study, these challenges in terms of additional electricity demands, deficits and surpluses as well as effective CO2 mitigation are assessed in a dynamic and data-driven approach. To this end, electricity demand and production profiles are synthesized based on measured data and specifications and assumptions of the key technologies at a high temporal resolution. The additional electricity demand of heat pumps is estimated from hourly measured heat demand profiles of a Swiss district heating provider, while for BEV different recharging patterns are combined. For electricity production, NPP are deducted from the current electricity production profile, while PV is added at an hourly resolution. In order to estimate CO2 emissions, life-cycle analysis (LCA) CO2 intensities of the different technologies are used. It is shown that with a BEV and heat pump penetration of 20% and 75%, respectively, there is an almost 25% (13.7 TWh/year) increase of the electricity demand and—just as challenging—an additional maximum power requirement of 5.9 GWh/h (hourly-averaged power). Without additional storage options, large amounts of electricity must be imported in winter and at night, while in summer at noon there is a large surplus from PV. Due to their high CO2 intensities—at least for the next decades—electricity imports and PV may—depending on the reference scenario (with or without NPP) and assumptions on other key parameters—even offset the overall CO2 savings of a highly electrified Swiss energy system.
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HP and EV increase peak electricity demand.
“The use of HP and EV, on the other hand, increases the peak electricity demand [14].”
From Spatial analysis of distribution grid capacity and costs to enable massive deployment of PV, electric mobility and electric heating (2021) · cites this paper as [14]
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Cites
The Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2)
Gelaro, R., McCarty, W., Suárez, M. J., Todling, R., Molod, A. M., Takacs, L. L., Randles, C. A., Darmenov, A., Bosilovich, M. G., Reichle, R. H., et al. (2017) · Journal of Climate · doi:10.1175/jcli-d-16-0758.1 · Cited by 9,261 · see citing works
The ecoinvent database version 3 (part I): overview and methodology
Wernet, G., Bauer, C., Steubing, B., Reinhard, J., Moreno-Ruiz, E., & Weidema, B. (2016) · The International Journal of Life Cycle Assessment · doi:10.1007/s11367-016-1087-8 · Cited by 5,564 · see citing works
Pfenninger, S., & Staffell, I. (2016) · Energy · doi:10.1016/j.energy.2016.08.060 · Cited by 1,691 · see citing works
Jacobson, M. Z., Delucchi, M. A., Bauer, Z. A. F., Goodman, S. C., Chapman, W. E., Cameron, M. A., Bozonnat, C., Chobadi, L., Clonts, H. A., Enevoldsen, P., et al. (2017) · Joule · doi:10.1016/j.joule.2017.07.005 · Cited by 1,142 · see citing works
Peer-to-peer and community-based markets: A comprehensive review
Sousa, T. M., Soares, T. A., Pinson, P., Moret, F., Baroche, T., & Sorin, E. (2019) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2019.01.036 · Cited by 941 · see citing works
The Technology Path to Deep Greenhouse Gas Emissions Cuts by 2050: The Pivotal Role of Electricity
Williams, J. H., DeBenedictis, A., Ghanadan, R., Mahone, A., Moore, J., Morrow, W. R., Price, S., & Torn, M. S. (2011) · Science · doi:10.1126/science.1208365 · Cited by 832 · see citing works
Impact of carbon dioxide emission control on GNP growth : Interpretation of proposed scenarios
Kaya, Y. (1989) · Medical Entomology and Zoology · Cited by 621 · see citing works
Moro, A., & Lonza, L. (2018) · Transportation Research Part D: Transport and Environment · doi:10.1016/j.trd.2017.07.012 · Cited by 492 · see citing works
Climate warming impact on degree-days and building energy demand in Switzerland
Christenson, M., Manz, H., & Gyalistras, D. (2005) · Energy Conversion and Management · doi:10.1016/j.enconman.2005.06.009 · Cited by 334 · see citing works
Love, J., Smith, A., Watson, S., Oikonomou, E., Summerfield, A. J., Gleeson, C. P., Biddulph, P., Chiu, L. F., Wingfield, J., Martin, C. A., et al. (2017) · Applied Energy · doi:10.1016/j.apenergy.2017.07.026 · Cited by 174 · see citing works
Ruhnau, O., Bannik, S., Otten, S., Praktiknjo, A., & Robinius, M. (2018) · Energy · doi:10.1016/j.energy.2018.10.114 · Cited by 152 · see citing works
A review of synthetic fuels for passenger vehicles
Hänggi, S., Elbert, P., Bütler, T., Cabalzar, U., Teske, S., Bach, C., & Onder, C. (2019) · Energy Reports · doi:10.1016/j.egyr.2019.04.007 · Cited by 146 · see citing works
Self-citationTransport electrification: A key element for energy system transformation and climate stabilization
McCollum, D. L., Krey, V., Kolp, P., Nagai, Y., & Riahi, K. (2013) · Climatic Change · doi:10.1007/s10584-013-0969-z · Cited by 130 · see citing works
Wang, D., Landolt, J., Mavromatidis, G., Orehounig, K., & Carmeliet, J. (2018) · Energy and Buildings · doi:10.1016/j.enbuild.2018.03.020 · Cited by 129 · see citing works
Robinson, A. P., Blythe, P. T., Bell, M. C., Hübner, Y., & Hill, G. A. (2013) · Energy Policy · doi:10.1016/j.enpol.2013.05.074 · Cited by 125 · see citing works
Interplay between photovoltaic, wind energy and storage hydropower in a fully renewable Switzerland
Dujardin, J., Kahl, A., Kruyt, B., Bartlett, S., & Lehning, M. (2017) · Energy · doi:10.1016/j.energy.2017.06.092 · Cited by 113 · see citing works
Tarroja, B., Chiang, F., AghaKouchak, A., Samuelsen, S. G., Raghavan, S. V., Wei, M., Sun, K., & Hong, T. (2018) · Applied Energy · doi:10.1016/j.apenergy.2018.05.003 · Cited by 103 · see citing works
Climate change mitigation and electrification
Sugiyama, M. (2012) · Energy Policy · doi:10.1016/j.enpol.2012.01.028 · Cited by 100 · see citing works
Steinberg, D., USDOE Office of Energy Efficiency and Renewable Energy (EERE), Bielen, D., Eichman, J., Eurek, K., Logan, J., Mai, T., McMillan, C., Parker, A., Vimmerstedt, L. J., et al. (2017) · doi:10.2172/1372620 · Cited by 96 · see citing works
Mavromatidis, G., Orehounig, K., Richner, P., & Carmeliet, J. (2015) · Energy Policy · doi:10.1016/j.enpol.2015.10.037 · Cited by 82 · see citing works
Begert, M., & Frei, C. (2018) · International Journal of Climatology · doi:10.1002/joc.5460 · Cited by 78 · see citing works
Berntsen, P., & Trutnevyte, E. (2017) · Energy · doi:10.1016/j.energy.2017.03.043 · Cited by 77 · see citing works
Low temperature radiator heating distribution and emission efficiency in residential buildings
Maivel, M., & Kurnitski, J. (2013) · Energy and Buildings · doi:10.1016/j.enbuild.2013.10.030 · Cited by 67 · see citing works
Trutnevyte, E. (2013) · Applied Energy · doi:10.1016/j.apenergy.2013.04.083 · Cited by 66 · see citing works
Gironès, V. C., Moret, S., Marechal, F. M. A., & Favrat, D. (2015) · Energy · doi:10.1016/j.energy.2015.06.008 · Cited by 57 · see citing works
Spatial–Temporal Analysis of the Heat and Electricity Demand of the Swiss Building Stock
Schneider, S., Hollmuller, P., Strat, P. L., Khoury, J., Patel, M. K., & Lachal, B. M. (2017) · Frontiers in Built Environment · doi:10.3389/fbuil.2017.00053 · Cited by 43 · see citing works
Public preferences for the Swiss electricity system after the nuclear phase-out: A choice experiment
Plum, C., Olschewski, R., Jobin, M., & van Vliet, O. P. R. (2019) · Energy Policy · doi:10.1016/j.enpol.2019.03.054 · Cited by 37 · see citing works
Swissmod - A Model of the Swiss Electricity MarketPreprint
Schlecht, I., & Weigt, H. (2014) · SSRN Electronic Journal · doi:10.2139/ssrn.2446807 · Cited by 35 · see citing works
Modelling the Energy Future of Switzerland after the Phase Out of Nuclear Power Plants
Redondo, P. D., & van Vliet, O. P. R. (2015) · Energy Procedia · doi:10.1016/j.egypro.2015.07.843 · Cited by 34 · see citing works
Kannan, R., & Hirschberg, S. (2016) · Transportation Research Part A Policy and Practice · doi:10.1016/j.tra.2016.10.007 · Cited by 31 · see citing works
Charting the course: A possible route to a fully renewable Swiss power system
Bartlett, S., Dujardin, J., Kahl, A., Kruyt, B., Manso, P. A., & Lehning, M. (2018) · Energy · doi:10.1016/j.energy.2018.08.018 · Cited by 23 · see citing works
Do We Need Gas as a Bridging Fuel? A Case Study of the Electricity System of Switzerland
Díaz, P., van Vliet, O. P. R., & Patt, A. (2017) · Energies · doi:10.3390/en10070861 · Cited by 21 · see citing works
Küng, L., Butler, T. J., Georges, G., & Boulouchos, K. (2018) · Transportation Research Part C Emerging Technologies · doi:10.1016/j.trc.2018.09.003 · Cited by 20 · see citing works
Singh, B., Ellingsen, L. A., & Strømman, A. H. (2015) · Transportation Research Part D Transport and Environment · doi:10.1016/j.trd.2015.09.028 · Cited by 14 · see citing works
System effects of high demand‐side electrification rates: A scenario analysis for Germany in 2030
Guminski, A., Böing, F., Murmann, A., & von Roon, S. (2018) · Wiley Interdisciplinary Reviews Energy and Environment · doi:10.1002/wene.327 · Cited by 11 · see citing works
Bioethanol Heater for the Passenger Compartments of Electric Cars
Kohle, U., Pfister, W., & Apfelbeck, R. (2012) · ATZ - Automobiltechnische Zeitschrift · doi:10.1365/s38311-012-0135-7 · Cited by 9 · see citing works
The potential of Demand Side Management and Vehicle-to-Grid for the city of Bern, Switzerland
Guttinger, M., & Ahcin, P. (2011) · IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) · doi:10.1109/eeeic.2011.5874650 · Cited by 7 · see citing works
Optimal Retrofitting Measures For Residential Buildings At Large Scale: A Multi-Objective Approach
Murray, P., Niffeler, M., Mavromatidis, G., & Orehounig, K. (2020) · Building Simulation Conference proceedings · doi:10.26868/25222708.2019.211233 · Cited by 7 · see citing works
Potentialanalyse Power-to-Gas in der Schweiz
Teske, S. L., Rüdisüli, M., Bach, C., & Schildhauer, T. J. (2019) · DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa)) · doi:10.5281/zenodo.2649816 · Cited by 6 · see citing works
Self-citationAbschätzung des Potenzials der Schweizer Speicherseen zur Lastdeckung bei Importrestriktionen
Beer, M. (2018) · Zeitschrift für Energiewirtschaft · doi:10.1007/s12398-018-0220-8 · Cited by 4 · see citing works
Flagged first, then by citations
1 of the 42 references couldn’t be matched to a known paper.
Research works printed but not linked: 5
- Densing, M.; Hirschberg, S.; Turton, H. Review of Swiss Electricity Scenarios 2050; Technical Report;
- Moret, S. Strategic Energy Planning under Uncertainty Stefano MORET. Ph.D. Thesis, EPFL, Lausanne, Switzerland, 2017.
- Weber, C.; Figenbaum, E. Transition from ICEV to BEV: How do personal usage patterns change? In Proceedings of the EVS32 International Battery, Hybrid and Fuel Cell Electric Vehicle Symposium, Lyon, France, 19-22 May 2019.
- Marshall, H.E. Sensitivity analysis. In Technology Management Handbook; CRC Press: Boca Raton, FL, USA, 1999; pp. 59-63.
- Romano, E.; Hollmuller, P.; Patel, M.K. Real-time carbon emission due to electricity consumption-A marginal approach for an open economy: The case of Switzerland. In Proceedings of the 3rd AIEE Energy Symposium-Current and Future Challenges to Energy Security, Milano, Italy, 10-12 December 2018; pp. 26-27.
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Kubli, M. D. (2022) · Transportation Research Part D Transport and Environment · doi:10.1016/j.trd.2022.103396 · Cited by 87 · see citing works
Thaler, P., & Hofmann, B. (2021) · Political Geography · doi:10.1016/j.polgeo.2021.102579 · Cited by 82 · see citing works
Damianakis, N., Mouli, G. R. C., Bauer, P., & Yu, Y. (2023) · Applied Energy · doi:10.1016/j.apenergy.2023.121878 · Cited by 80 · see citing works
The role of hydrogen for deep decarbonization of energy systems: A Chilean case study
Ferrada, F., Babonneau, F., Homem‐de‐Mello, T., & Jalil-Vega, F. (2023) · Energy Policy · doi:10.1016/j.enpol.2023.113536 · Cited by 64 · see citing works
Xexakis, G., Hansmann, R., Volken, S. P., & Trutnevyte, E. (2020) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2020.110297 · Cited by 54 · see citing works
Yılmaz, S., Rinaldi, A., & Patel, M. K. (2020) · Energy Policy · doi:10.1016/j.enpol.2020.111323 · Cited by 50 · see citing works
Prospective life-cycle assessment of greenhouse gas emissions of electricity-based mobility options
Rüdisüli, M., Bach, C., Bauer, C., Beloin‐Saint‐Pierre, D., Elber, U., Georges, G., Limpach, R., Pareschi, G., Kannan, R., & Teske, S. L. (2021) · Applied Energy · doi:10.1016/j.apenergy.2021.118065 · Cited by 50 · see citing works
Self-citationGrid impact of photovoltaics, electric vehicles and heat pumps on distribution grids — An overview
Damianakis, N., Mouli, G. R. C., & Bauer, P. (2024) · Applied Energy · doi:10.1016/j.apenergy.2024.125000 · Cited by 47 · see citing works
Yılmaz, S., Cuony, P., & Chanez, C. (2021) · Energy Research & Social Science · doi:10.1016/j.erss.2021.102319 · Cited by 47 · see citing works
Gantenbein, A., Witte, J., Biollaz, S. M. A., Kröcher, O., & Schildhauer, T. J. (2020) · Chemical Engineering Science · doi:10.1016/j.ces.2020.116012 · Cited by 44 · see citing works
Hosseini, S. S., Tabar, M. A., Vankelecom, I. F. J., & Denayer, J. F. M. (2023) · Separation and Purification Technology · doi:10.1016/j.seppur.2023.123139 · Cited by 44 · see citing works
Rüdisüli, M., Romano, E., Eggimann, S., & Patel, M. K. (2022) · Energy Policy · doi:10.1016/j.enpol.2022.112794 · Cited by 43 · see citing works
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Brodnicke, L., Ganter, A., Tröber, S., Sansavini, G., & Vulic, N. (2024) · Energy and Buildings · doi:10.1016/j.enbuild.2024.114772 · Cited by 11 · see citing works
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Yılmaz, S., Cuony, P., Chanez, C., & Patel, M. K. (2024) · Utilities Policy · doi:10.1016/j.jup.2024.101800 · Cited by 9 · see citing works
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Nielsen, M. H., Arekhov, V., Whitson, C. H., Clemens, T., Zhainakov, T., & Wegner, J. (2023) · EAGE Conference and Exhibition incorporating SPE EUROPEC · doi:10.2118/214437-ms · Cited by 9 · see citing works
Eguiarte, O., de Agustín-Camacho, P., Garrido-Marijuán, A., & Romero-Amorrortu, A. (2020) · Energy Reports · doi:10.1016/j.egyr.2020.11.112 · Cited by 7 · see citing works
Li, W., Korolija, I., Tang, R., & Mumovic, D. (2025) · Applied Energy · doi:10.1016/j.apenergy.2025.125461 · Cited by 6 · see citing works
Sayer, M., Ajanović, A., & Haas, R. (2024) · Smart Energy · doi:10.1016/j.segy.2024.100148 · Cited by 5 · see citing works
Moioli, E. (2022) · RSC Advances · doi:10.1039/d2ra00951j · Cited by 4 · see citing works
Power plant units for CO2 neutral energy security in Switzerland
Züttel, A., Nützenadel, C., Schlapbach, L., & Gilgen, P. W. (2024) · Frontiers in Energy Research · doi:10.3389/fenrg.2024.1336016 · Cited by 3 · see citing works
Warmerdam, S. B., Damianakis, N., & Mouli, G. R. C. (2026) · Sustainable Energy Grids and Networks · doi:10.1016/j.segan.2026.102228 · Cited by 2 · see citing works
Thaler, P., & Hofmann, B. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3819010 · Cited by 2 · see citing works
Energy Model for Municipality Flexibility Investigation
Rüegg, L., Hiltebrand, R., Obushevs, A., & Korba, P. (2022) · IEEE International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON) · doi:10.1109/rtucon56726.2022.9978798 · Cited by 1 · see citing works
Nyandwi, A., Syla, A., Sasso, F., & Patel, M. K. (2025) · Journal of Physics Conference Series · doi:10.1088/1742-6596/3140/6/062027
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- Authors
- Rüdisüli, M., Teske, S. L., & Elber, U.
- Affiliations
- Empa (CH)
- Corresponding author
- Rüdisüli, Martin
- Venue
- Energies
- Publisher
- MDPI AG
- Published
- 2019-06-21
- Volume
- 12
- Issue
- 12
- Pages
- 2399
- ISSN
- 1996-1073 (ISSN-L)
- OpenAlex
- W2946328381
- Cited by
- 37
- References
- 42
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 6 · 2023: 9 · 2022: 5 · 2021: 6 · 2020: 6
- FWCI
- 1.53
- Type
- journal article
- Language
- en
- Open access
- gold
- dx.doi.org
- Licence
- Locations
- Energies (publishedVersion, cc-by)
- DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa)) (submittedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Eidgenössische Materialprüfungs- und Forschungsanstalt
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Integrated Energy Systems Optimization
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Vehicles and Infrastructure
- Physical Sciences › Energy › Energy Engineering and Power Technology › Power Systems and Renewable Energy
- Keywords
- heat pumps, battery electric vehicles, nuclear phase-out, photovoltaics, electricity demand, electricity imports and exports, CO2 emissions, CO2 emission reduction, district heating
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