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Characterization of input uncertainties in strategic energy planning models

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Cited by:

  1. Jåstad, Eirik Ogner & Trotter, Ian M. & Bolkesjø, Torjus Folsland, 2022. "Long term power prices and renewable energy market values in Norway – A probabilistic approach," Energy Economics, Elsevier, vol. 112(C).
  2. Shafiee Roudbari, Erfan & Kantor, Ivan & Menon, Ramanunni Parakkal & Eicker, Ursula, 2024. "Optimization-based decision support for designing industrial symbiosis district energy systems under uncertainty," Applied Energy, Elsevier, vol. 367(C).
  3. Mauleón, Ignacio, 2019. "Optimizing individual renewable energies roadmaps: Criteria, methods, and end targets," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
  4. Hafize Nurgul Durmus Senyapar & Ahmet Aksoz, 2024. "Empowering Sustainability: A Consumer-Centric Analysis Based on Advanced Electricity Consumption Predictions," Sustainability, MDPI, vol. 16(7), pages 1-23, April.
  5. Pilpola, Sannamari & Lund, Peter D., 2020. "Analyzing the effects of uncertainties on the modelling of low-carbon energy system pathways," Energy, Elsevier, vol. 201(C).
  6. Bühler, Fabian & Guminski, Andrej & Gruber, Anna & Nguyen, Tuong-Van & von Roon, Serafin & Elmegaard, Brian, 2018. "Evaluation of energy saving potentials, costs and uncertainties in the chemical industry in Germany," Applied Energy, Elsevier, vol. 228(C), pages 2037-2049.
  7. Xavier Rixhon & Gauthier Limpens & Diederik Coppitters & Hervé Jeanmart & Francesco Contino, 2021. "The Role of Electrofuels under Uncertainties for the Belgian Energy Transition," Energies, MDPI, vol. 14(13), pages 1-23, July.
  8. Nie, S. & Huang, Z.C. & Huang, G.H. & Yu, L. & Liu, J., 2018. "Optimization of electric power systems with cost minimization and environmental-impact mitigation under multiple uncertainties," Applied Energy, Elsevier, vol. 221(C), pages 249-267.
  9. Srinivasan, Arvind & Wu, Raphael & Heer, Philipp & Sansavini, Giovanni, 2023. "Impact of forecast uncertainty and electricity markets on the flexibility provision and economic performance of highly-decarbonized multi-energy systems," Applied Energy, Elsevier, vol. 338(C).
  10. Süsser, Diana & Gaschnig, Hannes & Ceglarz, Andrzej & Stavrakas, Vassilis & Flamos, Alexandros & Lilliestam, Johan, 2022. "Better suited or just more complex? On the fit between user needs and modeller-driven improvements of energy system models," Energy, Elsevier, vol. 239(PB).
  11. Fodstad, Marte & Crespo del Granado, Pedro & Hellemo, Lars & Knudsen, Brage Rugstad & Pisciella, Paolo & Silvast, Antti & Bordin, Chiara & Schmidt, Sarah & Straus, Julian, 2022. "Next frontiers in energy system modelling: A review on challenges and the state of the art," Renewable and Sustainable Energy Reviews, Elsevier, vol. 160(C).
  12. Ward Suijs & Sebastian Verhelst, 2023. "Scaling Performance Parameters of Reciprocating Engines for Sustainable Energy System Optimization Modelling," Energies, MDPI, vol. 16(22), pages 1-28, November.
  13. Janusz Zyśk & Artur Wyrwa & Maciej Raczyński & Marcin Pluta & Wojciech Suwała, 2025. "Regional-Scale Energy Modelling for Developing Strategies to Achieve Climate Neutrality," Energies, MDPI, vol. 18(7), pages 1-21, April.
  14. Coppitters, Diederik & De Paepe, Ward & Contino, Francesco, 2021. "Robust design optimization of a photovoltaic-battery-heat pump system with thermal storage under aleatory and epistemic uncertainty," Energy, Elsevier, vol. 229(C).
  15. Berghout, Niels & Meerman, Hans & van den Broek, Machteld & Faaij, André, 2019. "Assessing deployment pathways for greenhouse gas emissions reductions in an industrial plant – A case study for a complex oil refinery," Applied Energy, Elsevier, vol. 236(C), pages 354-378.
  16. Suo, C. & Li, Y.P. & Mei, H. & Lv, J. & Sun, J. & Nie, S., 2021. "Towards sustainability for China's energy system through developing an energy-climate-water nexus model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
  17. Scott, Ian J. & Botterud, Audun & Carvalho, Pedro M.S. & Silva, Carlos A. Santos, 2020. "Renewable energy support policy evaluation: The role of long-term uncertainty in market modelling," Applied Energy, Elsevier, vol. 278(C).
  18. Brodnicke, Linda & Gabrielli, Paolo & Sansavini, Giovanni, 2023. "Impact of policies on residential multi-energy systems for consumers and prosumers," Applied Energy, Elsevier, vol. 344(C).
  19. Pizarro-Alonso, Amalia & Ravn, Hans & Münster, Marie, 2019. "Uncertainties towards a fossil-free system with high integration of wind energy in long-term planning," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
  20. Jonathan Dumas & Antoine Dubois & Paolo Thiran & Pierre Jacques & Francesco Contino & Bertrand Cornélusse & Gauthier Limpens, 2022. "The Energy Return on Investment of Whole-Energy Systems: Application to Belgium," Biophysical Economics and Resource Quality, Springer, vol. 7(4), pages 1-34, December.
  21. Baldi, Francesco & Moret, Stefano & Tammi, Kari & Maréchal, François, 2020. "The role of solid oxide fuel cells in future ship energy systems," Energy, Elsevier, vol. 194(C).
  22. Motamedisedeh, Omid & Omrani, Sara & Karim, Azharul & Drogemuller, Robin & Walker, Geoffrey, 2025. "A comprehensive review of optimum integration of photovoltaic-based energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
  23. Jonas Schnidrig & Arthur Chuat & Cédric Terrier & François Maréchal & Manuele Margni, 2024. "Power to the People: On the Role of Districts in Decentralized Energy Systems," Energies, MDPI, vol. 17(7), pages 1-38, April.
  24. Guevara, Esnil & Babonneau, Fréderic & Homem-de-Mello, Tito & Moret, Stefano, 2020. "A machine learning and distributionally robust optimization framework for strategic energy planning under uncertainty," Applied Energy, Elsevier, vol. 271(C).
  25. Poggi, Francesca & Firmino, Ana & Amado, Miguel, 2018. "Planning renewable energy in rural areas: Impacts on occupation and land use," Energy, Elsevier, vol. 155(C), pages 630-640.
  26. Petkov, Ivalin & Gabrielli, Paolo, 2020. "Power-to-hydrogen as seasonal energy storage: an uncertainty analysis for optimal design of low-carbon multi-energy systems," Applied Energy, Elsevier, vol. 274(C).
  27. Costa, Alberto & Ng, Tsan Sheng & Su, Bin, 2023. "Long-term solar PV planning: An economic-driven robust optimization approach," Applied Energy, Elsevier, vol. 335(C).
  28. Jacob Wessel & AFM Kamal Chowdhury & Thomas Wild & Franklyn Kanyako & Gokul Iyer & Jonathan Lamontagne, 2025. "Regional coordination can alleviate the cost burden of a low-carbon electricity system," Nature Communications, Nature, vol. 16(1), pages 1-10, December.
  29. Baldi, Francesco & Coraddu, Andrea & Kalikatzarakis, Miltiadis & Jeleňová, Diana & Collu, Maurizio & Race, Julia & Maréchal, François, 2022. "Optimisation-based system designs for deep offshore wind farms including power to gas technologies," Applied Energy, Elsevier, vol. 310(C).
  30. Spilger, Maike & Schneider, Dennis & Weber, Christoph, 2025. "Uncertainty characterization for generation adequacy assessments – Including an application to the recent European energy crisis," Energy Economics, Elsevier, vol. 144(C).
  31. Jordan, Matthias & Millinger, Markus & Thrän, Daniela, 2020. "Robust bioenergy technologies for the German heat transition: A novel approach combining optimization modeling with Sobol’ sensitivity analysis," Applied Energy, Elsevier, vol. 262(C).
  32. Schyska, Bruno U. & Kies, Alexander, 2020. "How regional differences in cost of capital influence the optimal design of power systems," Applied Energy, Elsevier, vol. 262(C).
  33. Yu, L. & Li, Y.P. & Huang, G.H. & Fan, Y.R. & Nie, S., 2018. "A copula-based flexible-stochastic programming method for planning regional energy system under multiple uncertainties: A case study of the urban agglomeration of Beijing and Tianjin," Applied Energy, Elsevier, vol. 210(C), pages 60-74.
  34. Moret, Stefano & Babonneau, Frédéric & Bierlaire, Michel & Maréchal, François, 2020. "Overcapacity in European power systems: Analysis and robust optimization approach," Applied Energy, Elsevier, vol. 259(C).
  35. Olympios, Andreas V. & Pantaleo, Antonio M. & Sapin, Paul & Markides, Christos N., 2020. "On the value of combined heat and power (CHP) systems and heat pumps incentralised and distributed heating systems: Lessons from multi-fidelitymodelling approaches," Applied Energy, Elsevier, vol. 274(C).
  36. Leprince, Julien & Schledorn, Amos & Guericke, Daniela & Dominkovic, Dominik Franjo & Madsen, Henrik & Zeiler, Wim, 2023. "Can occupant behaviors affect urban energy planning? Distributed stochastic optimization for energy communities," Applied Energy, Elsevier, vol. 348(C).
  37. 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.
  38. Rodriguez-Matas, Antonio F. & Ruiz, Carlos & Linares, Pedro & Perez-Bravo, Manuel, 2025. "How energy strategies are shaped by the correlation of uncertainties," Applied Energy, Elsevier, vol. 382(C).
  39. Richarz, Jan & Henn, Sarah & Osterhage, Tanja & Müller, Dirk, 2022. "Optimal scheduling of modernization measures for typical non-residential buildings," Energy, Elsevier, vol. 238(PA).
  40. Kristina Perić & Zdenko Šimić & Željko Jurić, 2022. "Characterization of Uncertainties in Smart City Planning: A Case Study of the Smart Metering Deployment," Energies, MDPI, vol. 15(6), pages 1-29, March.
  41. Àlex Alonso & Jordi de la Hoz & Helena Martín & Sergio Coronas & Pep Salas & José Matas, 2020. "A Comprehensive Model for the Design of a Microgrid under Regulatory Constraints Using Synthetical Data Generation and Stochastic Optimization," Energies, MDPI, vol. 13(21), pages 1-26, October.
  42. Yu, L. & Li, Y.P. & Huang, G.H., 2019. "Planning municipal-scale mixed energy system for stimulating renewable energy under multiple uncertainties - The City of Qingdao in Shandong Province, China," Energy, Elsevier, vol. 166(C), pages 1120-1133.
  43. Wachtmeister, Henrik & Henke, Petter & Höök, Mikael, 2018. "Oil projections in retrospect: Revisions, accuracy and current uncertainty," Applied Energy, Elsevier, vol. 220(C), pages 138-153.
  44. Larisa Vazhenina & Elena Magaril & Igor Mayburov, 2022. "Resource Conservation as the Main Factor in Increasing the Resource Efficiency of Russian Gas Companies," Resources, MDPI, vol. 11(12), pages 1-14, December.
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