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Balancing trade-offs in Nordic smart local energy systems: multi-objective and multi-criteria optimization for cost, emissions, and self-sufficiency

Author

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  • Eloranta, Vilppu
  • Inkeri, Eero
  • Luoranen, Mika
  • Grönman, Aki

Abstract

Smart local energy systems (SLESs) can advance the transition towards sustainable energy. However, their multi-sector and multi-stakeholder composition demands advanced planning approaches that balance factors such as cost, emissions, and self-sufficiency. This study investigates multi-dimensional planning of an SLES located in Finland using multi-objective optimization, multi-criteria decision analysis, and rolling horizon simulation. The analysis integrates direct and embodied greenhouse gas emissions, operational performance simulation, and multi-year optimization data (2020–2024). The resulting Pareto-optimal solutions show significant potential for cost and emission reductions and self-sufficiency gains within the SLES. Compared to the baseline system, levelized cost and carbon intensity decreased by 14 % and 68 %, respectively, while self-sufficiency increased by 64 %. Furthermore, a compromise solution selected using TOPSIS and hybrid criteria weights, based in part on expert input, demonstrated 85 % reduced carbon intensity and 88 % increased self-sufficiency, albeit with 20 % higher cost. The results indicate that optimizing SLESs for emissions and self-sufficiency, in addition to cost, can reveal highly cost-effective improvements in environmental performance and energy autonomy. Notably, the best investment profile can be found in a solution optimized for both cost and emissions. The findings are relevant for regions with cold climates and high shares of renewable energy.

Suggested Citation

  • Eloranta, Vilppu & Inkeri, Eero & Luoranen, Mika & Grönman, Aki, 2026. "Balancing trade-offs in Nordic smart local energy systems: multi-objective and multi-criteria optimization for cost, emissions, and self-sufficiency," Renewable Energy, Elsevier, vol. 257(C).
  • Handle: RePEc:eee:renene:v:257:y:2026:i:c:s0960148125023602
    DOI: 10.1016/j.renene.2025.124696
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    References listed on IDEAS

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    1. Halmschlager, Daniel & Beck, Anton & Knöttner, Sophie & Koller, Martin & Hofmann, René, 2022. "Combined optimization for retrofitting of heat recovery and thermal energy supply in industrial systems," Applied Energy, Elsevier, vol. 305(C).
    2. Knuutinen, Jere & Böök, Herman & Ruuskanen, Vesa & Kosonen, Antti & Immonen, Paula & Ahola, Jero, 2021. "Ground source heat pump control methods for solar photovoltaic-assisted domestic hot water heating," Renewable Energy, Elsevier, vol. 177(C), pages 732-742.
    3. 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.
    4. Vilppu Eloranta & Aki Grönman & Aleksandra Woszczek, 2021. "Case Study and Feasibility Analysis of Multi-Objective Life Cycle Energy System Optimization in a Nordic Campus Building," Energies, MDPI, vol. 14(22), pages 1-17, November.
    5. Ford, Rebecca & Maidment, Chris & Vigurs, Carol & Fell, Michael J. & Morris, Madeleine, 2021. "Smart local energy systems (SLES): A framework for exploring transition, context, and impacts," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    6. Wang, Y.X. & Chen, J.J. & Zhao, Y.L. & Xu, B.Y., 2024. "Incorporate robust optimization and demand defense for optimal planning of shared rental energy storage in multi-user industrial park," Energy, Elsevier, vol. 301(C).
    7. Sihvonen, Ville & Ollila, Iisa & Jaanto, Jasmin & Grönman, Aki & Honkapuro, Samuli & Riikonen, Juhani & Price, Alisdair, 2024. "Role of power-to-heat and thermal energy storage in decarbonization of district heating," Energy, Elsevier, vol. 305(C).
    8. Chen, Yuzhu & Guo, Weimin & Zhang, Tianhu & Lund, Peter D. & Wang, Jun & Yang, Kun, 2024. "Carbon and economic prices optimization of a solar-gas coupling energy system with a modified non-dominated sorting genetic algorithm considering operating sequences of water-cooled chillers," Energy, Elsevier, vol. 301(C).
    9. Qiao, Yiyang & Hu, Fan & Xiong, Wen & Guo, Zihao & Zhou, Xiaoguang & Li, Yajun, 2023. "Multi-objective optimization of integrated energy system considering installation configuration," Energy, Elsevier, vol. 263(PC).
    10. Brisson, Joseph & Vallée, Mathieu & Piguet, Antoine & Lemaire, Pierre & Phouratsamay, Siao-Leu, 2025. "Impact of levels of modeling details in energy system sizing optimization: A case-study," Energy, Elsevier, vol. 332(C).
    11. Luthander, Rasmus & Widén, Joakim & Nilsson, Daniel & Palm, Jenny, 2015. "Photovoltaic self-consumption in buildings: A review," Applied Energy, Elsevier, vol. 142(C), pages 80-94.
    12. Lu, Tianguang & Yi, Xinning & Li, Jing & Wu, Shaocong, 2025. "Collaborative planning of integrated hydrogen energy chain multi-energy systems: A review," Applied Energy, Elsevier, vol. 393(C).
    13. Meriläinen, Altti & Kosonen, Antti & Jokisalo, Juha & Kosonen, Risto & Kauranen, Pertti & Ahola, Jero, 2024. "Techno-economic evaluation of waste heat recovery from an off-grid alkaline water electrolyzer plant and its application in a district heating network in Finland," Energy, Elsevier, vol. 306(C).
    14. Ebbe Kyhl Gøtske & Gorm Bruun Andresen & Fabian Neumann & Marta Victoria, 2024. "Designing a sector-coupled European energy system robust to 60 years of historical weather data," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    15. Couraud, Benoit & Andoni, Merlinda & Robu, Valentin & Norbu, Sonam & Chen, Si & Flynn, David, 2023. "Responsive FLEXibility: A smart local energy system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 182(C).
    16. Ren, Fukang & Wei, Ziqing & Zhai, Xiaoqiang, 2021. "Multi-objective optimization and evaluation of hybrid CCHP systems for different building types," Energy, Elsevier, vol. 215(PA).
    17. Cuisinier, E. & Lemaire, P. & Ruby, A. & Bourasseau, C. & Penz, B., 2023. "Impact of operational modelling choices on techno-economic modelling of local energy systems," Energy, Elsevier, vol. 276(C).
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