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Next frontiers in energy system modelling: A review on challenges and the state of the art

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  1. Gómez-Pérez, Jesús D. & Latorre-Canteli, Jesus M. & Ramos, Andres & Perea, Alejandro & Sanz, Pablo & Hernández, Francisco, 2024. "Improving operating policies in stochastic optimization: An application to the medium-term hydrothermal scheduling problem," Applied Energy, Elsevier, vol. 359(C).
  2. Fatou Gómez, Javier & Martín-Gil, Alejandro & Dussi, Simone, 2025. "PyDOLPHYN: Dynamic simulations and optimization of multi-energy assets," Energy, Elsevier, vol. 317(C).
  3. Park, Musik & Wang, Zhiyuan & Li, Lanyu & Wang, Xiaonan, 2023. "Multi-objective building energy system optimization considering EV infrastructure," Applied Energy, Elsevier, vol. 332(C).
  4. Đukan, Mak & Steffen, Bjarne, 2025. "Cost of capital for renewables and enabling technologies: Measuring the multidimensional heterogeneity in Switzerland," Applied Energy, Elsevier, vol. 390(C).
  5. Zhang, Yimin & Davis, Dominic & Brear, Michael J. & Vecchi, Andrea, 2024. "The performance of renewable-rich wholesale electricity markets with significant energy storage and flexibility," Energy Economics, Elsevier, vol. 140(C).
  6. Østergaard, P.A. & Lund, H. & Thellufsen, J.Z. & Sorknæs, P. & Mathiesen, B.V., 2022. "Review and validation of EnergyPLAN," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
  7. Rosendal, M. & Janin, J. & Heggarty, T. & Pisinger, D. & Bramstoft, R. & Münster, M., 2025. "The benefits and challenges of soft-linking investment and operational energy system models," Applied Energy, Elsevier, vol. 385(C).
  8. Javanmardi, Komar & van der Hilst, Floor & Fattahi, Amir & Camargo, Luis Ramirez & Faaij, André, 2025. "Unraveling the spatial complexity of national energy system models: A systematic review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 213(C).
  9. 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).
  10. Chiara Bordin & Sambeet Mishra & Fred Espen Benth, 2023. "Pedagogical Perspectives of Interdisciplinary Teaching and Research: An Energy System Modelling Outlook in Relation to Energy Informatics," Energies, MDPI, vol. 16(15), pages 1-27, August.
  11. Chang, Miguel & Lund, Henrik & Thellufsen, Jakob Zinck & Østergaard, Poul Alberg, 2023. "Perspectives on purpose-driven coupling of energy system models," Energy, Elsevier, vol. 265(C).
  12. Theresa Liegl & Simon Schramm & Philipp Kuhn & Thomas Hamacher, 2023. "Considering Socio-Technical Parameters in Energy System Models—The Current Status and Next Steps," Energies, MDPI, vol. 16(20), pages 1-19, October.
  13. Akhmetov, Yerbol & Fedotova, Ekaterina & Frysztacki, Martha Maria, 2025. "Flattening the peak demand curve through energy efficient buildings: A holistic approach towards net-zero carbon," Applied Energy, Elsevier, vol. 384(C).
  14. 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).
  15. Liu, Tianhao & Tian, Jun & Zhu, Hongyu & Goh, Hui Hwang & Liu, Hui & Wu, Thomas & Zhang, Dongdong, 2023. "Key technologies and developments of multi-energy system: Three-layer framework, modelling and optimisation," Energy, Elsevier, vol. 277(C).
  16. Annika Gillich & Kai Hufendiek, 2022. "Asset Profitability in the Electricity Sector: An Iterative Approach in a Linear Optimization Model," Energies, MDPI, vol. 15(12), pages 1-31, June.
  17. Schmitt, Rafael Jan Pablo & Rosa, Lorenzo, 2024. "Dams for hydropower and irrigation: Trends, challenges, and alternatives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
  18. Song, Siming & Liu, Pei & Li, Zheng, 2022. "Low carbon transition of China's electric and heating sector considering reliability: A modelling and optimization approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 169(C).
  19. Abdel-Khalek, Hazem & Schumm, Leon & Jalbout, Eddy & Parzen, Maximilian & Schauß, Caspar & Fioriti, Davide, 2025. "PyPSA-Earth sector-coupled: A global open-source multi-energy system model showcased for hydrogen applications in countries of the Global South," Applied Energy, Elsevier, vol. 383(C).
  20. Klatzer, T. & Bachhiesl, U. & Wogrin, S. & Tomasgard, A., 2024. "Ramping up the hydrogen sector: An energy system modeling framework," Applied Energy, Elsevier, vol. 355(C).
  21. Wang, Ni & Verzijlbergh, Remco A. & Heijnen, Petra W. & Herder, Paulien M., 2023. "Incorporating indirect costs into energy system optimization models: Application to the Dutch national program Regional Energy Strategies," Energy, Elsevier, vol. 276(C).
  22. Biancardi, Andrea & Mendes, Carla & Staffell, Iain, 2024. "Battery electricity storage as both a complement and substitute for cross-border interconnection," Energy Policy, Elsevier, vol. 189(C).
  23. Amir Ali Safaei Pirooz & Mohammad J. Sanjari & Young-Jin Kim & Stuart Moore & Richard Turner & Wayne W. Weaver & Dipti Srinivasan & Josep M. Guerrero & Mohammad Shahidehpour, 2023. "Adaptation of High Spatio-Temporal Resolution Weather/Load Forecast in Real-World Distributed Energy-System Operation," Energies, MDPI, vol. 16(8), pages 1-16, April.
  24. Durakovic, Goran & del Granado, Pedro Crespo & Tomasgard, Asgeir, 2023. "Powering Europe with North Sea offshore wind: The impact of hydrogen investments on grid infrastructure and power prices," Energy, Elsevier, vol. 263(PA).
  25. Ball-Burack, Ari & Sun, Ruixiao & Stack, Stephen & Ou, Shiqi (Shawn) & Bose, Ranjan & Yang, Hung-Chia, 2025. "Assessing the behavioral realism of energy system models in light of the consumer adoption literature," Renewable and Sustainable Energy Reviews, Elsevier, vol. 211(C).
  26. Marcin Pluta & Artur Wyrwa & Janusz Zyśk & Wojciech Suwała & Maciej Raczyński, 2023. "Scenario Analysis of the Development of the Polish Power System towards Achieving Climate Neutrality in 2050," Energies, MDPI, vol. 16(16), pages 1-25, August.
  27. Haugen, Mari & Blaisdell-Pijuan, Paris L. & Botterud, Audun & Levin, Todd & Zhou, Zhi & Belsnes, Michael & Korpås, Magnus & Somani, Abhishek, 2024. "Power market models for the clean energy transition: State of the art and future research needs," Applied Energy, Elsevier, vol. 357(C).
  28. Svendsmark, Erik & Straus, Julian & Crespo del Granado, Pedro, 2024. "Developing hydrogen energy hubs: The role of H2 prices, wind power and infrastructure investments in Northern Norway," Applied Energy, Elsevier, vol. 376(PA).
  29. Luh, Sandro & Kannan, Ramachandran & McKenna, Russell & Schmidt, Thomas J. & Kober, Tom, 2024. "Quantifying the impact of travel time duration and valuation on modal shift in Swiss passenger transportation," Applied Energy, Elsevier, vol. 356(C).
  30. Chen, Huanhuan & Li, Jinke & O'Leary, Nigel & Shao, Jing, 2025. "Higher prices in a more competitive market: The paradox in the retail electricity market in the United Kingdom," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 374-390.
  31. Ahang, Mohammadreza & Granado, Pedro Crespo del & Tomasgard, Asgeir, 2025. "Investments in green hydrogen as a flexibility source for the European power system by 2050: Does it pay off?," Applied Energy, Elsevier, vol. 378(PA).
  32. Kiani-Moghaddam, Mohammad & Soltani, Mohsen N. & Kalogirou, Soteris A. & Arabkoohsar, Ahmad, 2025. "A review of optimization efforts on neighborhood-level energy hubs," Energy, Elsevier, vol. 317(C).
  33. Gang Lin & Yanchun Liang & Adriano Tavares, 2023. "Design of an Energy Supply and Demand Forecasting System Based on Web Crawler and a Grey Dynamic Model," Energies, MDPI, vol. 16(3), pages 1-11, February.
  34. Lv, Fei & Wu, Qiong & Ren, Hongbo & Zhou, Weisheng & Li, Qifen, 2024. "On the design and analysis of long-term low-carbon roadmaps: A review and evaluation of available energy-economy-environment models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).
  35. Valkering, Pieter & Moglianesi, Andrea & Godon, Louis & Duerinck, Jan & Huber, Dominik & Costa, Daniele, 2023. "Representing decentralized generation and local energy use flexibility in an energy system optimization model," Applied Energy, Elsevier, vol. 348(C).
  36. Zaiter, Issa & Ramadan, Mohamad & Bouabid, Ali & Mayyas, Ahmad & El-Fadel, Mutasem & Mezher, Toufic, 2024. "Enabling industrial decarbonization: Framework for hydrogen integration in the industrial energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 203(C).
  37. Durakovic, Goran & del Granado, Pedro Crespo & Tomasgard, Asgeir, 2023. "Are green and blue hydrogen competitive or complementary? Insights from a decarbonized European power system analysis," Energy, Elsevier, vol. 282(C).
  38. Gorman, Nicholas & MacGill, Iain & Bruce, Anna, 2024. "Re-dispatch simplification analysis: Confirmation holism and assessing the impact of simplifications on energy system model performance," Applied Energy, Elsevier, vol. 365(C).
  39. Peecock, Anna & Huang, Jiangyi & Martinez-Felipe, Alfonso & McKenna, Russell, 2025. "Reviewing sector coupling in offshore energy system integration modelling: the North Sea context," Renewable and Sustainable Energy Reviews, Elsevier, vol. 210(C).
  40. Kiani-Moghaddam, Mohammad & Soltani, Mohsen N. & Kalogirou, Soteris A. & Mahian, Omid & Arabkoohsar, Ahmad, 2023. "A review of neighborhood level multi-carrier energy hubs—uncertainty and problem-solving process," Energy, Elsevier, vol. 281(C).
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