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Long-run power storage requirements for high shares of renewables: review and a new model

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  1. 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).
  2. Günther, Claudia & Schill, Wolf-Peter & Zerrahn, Alexander, 2021. "Prosumage of solar electricity: Tariff design, capacity investments, and power sector effects," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 152.
  3. Guannan He & Dharik S. Mallapragada & Abhishek Bose & Clara F. Heuberger & Emre Genc{c}er, 2021. "Sector coupling via hydrogen to lower the cost of energy system decarbonization," Papers 2103.03442, arXiv.org.
  4. Limpens, Gauthier & Rixhon, Xavier & Contino, Francesco & Jeanmart, Hervé, 2024. "EnergyScope Pathway: An open-source model to optimise the energy transition pathways of a regional whole-energy system," Applied Energy, Elsevier, vol. 358(C).
  5. Coester, Andreas & Hofkes, Marjan W. & Papyrakis, Elissaios, 2020. "Economic analysis of batteries: Impact on security of electricity supply and renewable energy expansion in Germany," Applied Energy, Elsevier, vol. 275(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. Gerbaulet, Clemens & von Hirschhausen, Christian & Kemfert, Claudia & Lorenz, Casimir & Oei, Pao-Yu, 2019. "European electricity sector decarbonization under different levels of foresight," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 141, pages 973-987.
  8. Gils, Hans Christian & Gardian, Hedda & Kittel, Martin & Schill, Wolf-Peter & Zerrahn, Alexander & Murmann, Alexander & Launer, Jann & Fehler, Alexander & Gaumnitz, Felix & van Ouwerkerk, Jonas & Bußa, 2022. "Modeling flexibility in energy systems — comparison of power sector models based on simplified test cases," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
  9. Merrick, James H. & Bistline, John E.T. & Blanford, Geoffrey J., 2024. "On representation of energy storage in electricity planning models," Energy Economics, Elsevier, vol. 136(C).
  10. Pablo González-Inostroza & Claudia Rahmann & Ricardo Álvarez & Jannik Haas & Wolfgang Nowak & Christian Rehtanz, 2021. "The Role of Fast Frequency Response of Energy Storage Systems and Renewables for Ensuring Frequency Stability in Future Low-Inertia Power Systems," Sustainability, MDPI, vol. 13(10), pages 1-16, May.
  11. Assembayeva, Makpal & Egerer, Jonas & Mendelevitch, Roman & Zhakiyev, Nurkhat, 2018. "A spatial electricity market model for the power system: The Kazakhstan case study," Energy, Elsevier, vol. 149(C), pages 762-778.
  12. Alexander Zerrahn, 2017. "Wind Power: Mitigated and Imposed External Costs and Other Indirect Economic Effects," DIW Roundup: Politik im Fokus 111, DIW Berlin, German Institute for Economic Research.
  13. Say, Kelvin & Schill, Wolf-Peter & John, Michele, 2020. "Degrees of displacement: The impact of household PV battery prosumage on utility generation and storage," Applied Energy, Elsevier, vol. 276(C).
  14. Jan Stede, 2016. "Demand Response in Germany: Technical Potential, Benefits and Regulatory Challenges," DIW Roundup: Politik im Fokus 96, DIW Berlin, German Institute for Economic Research.
  15. Alexander Roth & Wolf-Peter Schill, 2022. "Geographical balancing of wind power decreases storage needs in a 100% renewable European power sector," Papers 2211.16419, arXiv.org, revised Jun 2023.
  16. Akinyemi Ayodeji Stephen & Kabeya Musasa & Innocent Ewean Davidson, 2021. "Voltage Rise Regulation with a Grid Connected Solar Photovoltaic System," Energies, MDPI, vol. 14(22), pages 1-32, November.
  17. Newbery, David M., 2023. "High renewable electricity penetration: Marginal curtailment and market failure under “subsidy-free” entry," Energy Economics, Elsevier, vol. 126(C).
  18. Savvidis, Georgios & Siala, Kais & Weissbart, Christoph & Schmidt, Lukas & Borggrefe, Frieder & Kumar, Subhash & Pittel, Karen & Madlener, Reinhard & Hufendiek, Kai, 2019. "The gap between energy policy challenges and model capabilities," Energy Policy, Elsevier, vol. 125(C), pages 503-520.
  19. Tronchin, Lamberto & Manfren, Massimiliano & Nastasi, Benedetto, 2018. "Energy efficiency, demand side management and energy storage technologies – A critical analysis of possible paths of integration in the built environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 95(C), pages 341-353.
  20. repec:diw:diwwpp:dp1624 is not listed on IDEAS
  21. Deng, Xu & Lv, Tao & Xu, Jie & Hou, Xiaoran & Liu, Feng, 2022. "Assessing the integration effect of inter-regional transmission on variable power generation under renewable energy consumption policy in China," Energy Policy, Elsevier, vol. 170(C).
  22. Gangopadhyay, Anasuya & Seshadri, Ashwin K. & Patil, Balachandra, 2024. "Wind-solar-storage trade-offs in a decarbonizing electricity system," Applied Energy, Elsevier, vol. 353(PA).
  23. Nayak-Luke, Richard & Bañares-Alcántara, René & Collier, Sam, 2021. "Quantifying network flexibility requirements in terms of energy storage," Renewable Energy, Elsevier, vol. 167(C), pages 869-882.
  24. Thimet, P.J. & Mavromatidis, G., 2022. "Review of model-based electricity system transition scenarios: An analysis for Switzerland, Germany, France, and Italy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
  25. Jan Abrell & Sebastian Rausch & Clemens Streitberger, 2022. "The Economic and Climate Value of Flexibility in Green Energy Markets," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 83(2), pages 289-312, October.
  26. Heggarty, Thomas & Bourmaud, Jean-Yves & Girard, Robin & Kariniotakis, Georges, 2019. "Multi-temporal assessment of power system flexibility requirement," Applied Energy, Elsevier, vol. 238(C), pages 1327-1336.
  27. Wolf-Peter Schill, Alexander Zerrahn, and Friedrich Kunz, 2017. "Prosumage of solar electricity: pros, cons, and the system perspective," Economics of Energy & Environmental Policy, International Association for Energy Economics, vol. 0(Number 1).
  28. repec:diw:diwwpp:dp1540 is not listed on IDEAS
  29. Javier L'opez Prol & Wolf-Peter Schill, 2020. "The Economics of Variable Renewables and Electricity Storage," Papers 2012.15371, arXiv.org.
  30. Bloess, Andreas & Schill, Wolf-Peter & Zerrahn, Alexander, 2018. "Power-to-heat for renewable energy integration: A review of technologies, modeling approaches, and flexibility potentials," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 212, pages 1611-1626.
  31. Shirizadeh, Behrang & Quirion, Philippe, 2021. "Low-carbon options for the French power sector: What role for renewables, nuclear energy and carbon capture and storage?," Energy Economics, Elsevier, vol. 95(C).
  32. Sandro Hiller & Christian Hartmann & Babette Hebenstreit & Stefan Arzbacher, 2022. "Solidified-Air Energy Storage: Conceptualization and Thermodynamic Analysis," Energies, MDPI, vol. 15(6), pages 1-14, March.
  33. 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.
  34. Pahle, Michael & Schill, Wolf-Peter & Gambardella, Christian & Tietjen, Oliver, 2016. "Renewable Energy Support, Negative Prices, and Real-time Pricing," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 37, pages 147-169.
  35. repec:diw:diwwpp:dp1769 is not listed on IDEAS
  36. Grimm, Veronika & Grübel, Julia & Rückel, Bastian & Sölch, Christian & Zöttl, Gregor, 2020. "Storage investment and network expansion in distribution networks: The impact of regulatory frameworks," Applied Energy, Elsevier, vol. 262(C).
  37. repec:diw:diwwpp:dp1655 is not listed on IDEAS
  38. 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).
  39. Zerrahn, Alexander, 2017. "Wind Power and Externalities," Ecological Economics, Elsevier, vol. 141(C), pages 245-260.
  40. Ahmad Murtaza Ershad & Robert Pietzcker & Falko Ueckerdt & Gunnar Luderer, 2020. "Managing Power Demand from Air Conditioning Benefits Solar PV in India Scenarios for 2040," Energies, MDPI, vol. 13(9), pages 1-19, May.
  41. 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).
  42. Stöckl, Fabian & Schill, Wolf-Peter & Zerrahn, Alexander, 2021. "Optimal supply chains and power sector benefits of green hydrogen," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 11.
  43. Abdin, Zainul & Zafaranloo, Ali & Rafiee, Ahmad & Mérida, Walter & Lipiński, Wojciech & Khalilpour, Kaveh R., 2020. "Hydrogen as an energy vector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(C).
  44. repec:diw:diwwpp:dp1690 is not listed on IDEAS
  45. Sun, Jie & Zheng, Menglian & Yang, Zhongshu & Yu, Zitao, 2019. "Flow field design pathways from lab-scale toward large-scale flow batteries," Energy, Elsevier, vol. 173(C), pages 637-646.
  46. Gils, Hans Christian & Gardian, Hedda & Kittel, Martin & Schill, Wolf-Peter & Murmann, Alexander & Launer, Jann & Gaumnitz, Felix & van Ouwerkerk, Jonas & Mikurda, Jennifer & Torralba-Díaz, Laura, 2022. "Model-related outcome differences in power system models with sector coupling—Quantification and drivers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
  47. Haas, Jannik & Prieto-Miranda, Luis & Ghorbani, Narges & Breyer, Christian, 2022. "Revisiting the potential of pumped-hydro energy storage: A method to detect economically attractive sites," Renewable Energy, Elsevier, vol. 181(C), pages 182-193.
  48. Marañón-Ledesma, Hector & Tomasgard, Asgeir, 2019. "Long-Term Electricity Investments Accounting for Demand and Supply Side Flexibility," MPRA Paper 92957, University Library of Munich, Germany.
  49. Morales-España, Germán & Martínez-Gordón, Rafael & Sijm, Jos, 2022. "Classifying and modelling demand response in power systems," Energy, Elsevier, vol. 242(C).
  50. Charlotte Jarosch & Philipp Jahnke & Johannes Giehl & Jana Himmel, 2022. "Modelling Decentralized Hydrogen Systems: Lessons Learned and Challenges from German Regions," Energies, MDPI, vol. 15(4), pages 1-27, February.
  51. Martin Kittel & Wolf-Peter Schill, 2021. "Renewable Energy Targets and Unintended Storage Cycling: Implications for Energy Modeling," Papers 2107.13380, arXiv.org, revised Sep 2021.
  52. Hartner, Michael & Permoser, Andreas, 2018. "Through the valley: The impact of PV penetration levels on price volatility and resulting revenues for storage plants," Renewable Energy, Elsevier, vol. 115(C), pages 1184-1195.
  53. Claudia Kemfert & Clemens Gerbaulet & Christian von Hirschhausen, 2016. "Stromnetze und Speichertechnologien für die Energiewende - eine Analyse mit Bezug zur Diskussion des EEG 2016: Gutachten im Auftrag der Hermann-Scheer-Stiftung," DIW Berlin: Politikberatung kompakt, DIW Berlin, German Institute for Economic Research, edition 0, volume 112, number pbk112.
  54. Karl-Kiên Cao & Johannes Metzdorf & Sinan Birbalta, 2018. "Incorporating Power Transmission Bottlenecks into Aggregated Energy System Models," Sustainability, MDPI, vol. 10(6), pages 1-32, June.
  55. Luis Montero & Antonio Bello & Javier Reneses, 2020. "A New Methodology to Obtain a Feasible Thermal Operation in Power Systems in a Medium-Term Horizon," Energies, MDPI, vol. 13(12), pages 1-17, June.
  56. Héctor Marañón-Ledesma & Asgeir Tomasgard, 2019. "Analyzing Demand Response in a Dynamic Capacity Expansion Model for the European Power Market," Energies, MDPI, vol. 12(15), pages 1-24, August.
  57. repec:diw:diwwpp:dp1656 is not listed on IDEAS
  58. Karl-Kiên Cao & Kai von Krbek & Manuel Wetzel & Felix Cebulla & Sebastian Schreck, 2019. "Classification and Evaluation of Concepts for Improving the Performance of Applied Energy System Optimization Models," Energies, MDPI, vol. 12(24), pages 1-51, December.
  59. Mallapragada, Dharik S. & Junge, Cristian & Wang, Cathy & Pfeifenberger, Hannes & Joskow, Paul L. & Schmalensee, Richard, 2023. "Electricity pricing challenges in future renewables-dominant power systems," Energy Economics, Elsevier, vol. 126(C).
  60. Schill, Wolf-Peter & Zerrahn, Alexander, 2020. "Flexible electricity use for heating in markets with renewable energy," Applied Energy, Elsevier, vol. 266(C).
  61. Zerrahn, Alexander & Schill, Wolf-Peter & Kemfert, Claudia, 2018. "On the economics of electrical storage for variable renewable energy sources," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 108, pages 259-279.
  62. Haas, J. & Cebulla, F. & Cao, K. & Nowak, W. & Palma-Behnke, R. & Rahmann, C. & Mancarella, P., 2017. "Challenges and trends of energy storage expansion planning for flexibility provision in low-carbon power systems – a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 603-619.
  63. Chyong, Chi Kong & Newbery, David, 2022. "A unit commitment and economic dispatch model of the GB electricity market – Formulation and application to hydro pumped storage," Energy Policy, Elsevier, vol. 170(C).
  64. Kirchem, Dana & Schill, Wolf-Peter, 2023. "Power sector effects of green hydrogen production in Germany," Energy Policy, Elsevier, vol. 182(C).
  65. Kotzur, Leander & Markewitz, Peter & Robinius, Martin & Stolten, Detlef, 2018. "Time series aggregation for energy system design: Modeling seasonal storage," Applied Energy, Elsevier, vol. 213(C), pages 123-135.
  66. repec:diw:diwwpp:dp1659 is not listed on IDEAS
  67. Heggarty, Thomas & Bourmaud, Jean-Yves & Girard, Robin & Kariniotakis, Georges, 2020. "Quantifying power system flexibility provision," Applied Energy, Elsevier, vol. 279(C).
  68. Naseem, Kashif & Qin, Fei & Khalid, Faryal & Suo, Guoquan & Zahra, Taghazal & Chen, Zhanjun & Javed, Zeshan, 2025. "Essential parts of hydrogen economy: Hydrogen production, storage, transportation and application," Renewable and Sustainable Energy Reviews, Elsevier, vol. 210(C).
  69. Chang, Miguel & Thellufsen, Jakob Zink & Zakeri, Behnam & Pickering, Bryn & Pfenninger, Stefan & Lund, Henrik & Østergaard, Poul Alberg, 2021. "Trends in tools and approaches for modelling the energy transition," Applied Energy, Elsevier, vol. 290(C).
  70. Yuan, Qiheng & Zhou, Keliang & Yao, Jing, 2020. "A new measure of wind power variability with implications for the optimal sizing of standalone wind power systems," Renewable Energy, Elsevier, vol. 150(C), pages 538-549.
  71. van Ouwerkerk, Jonas & Gils, Hans Christian & Gardian, Hedda & Kittel, Martin & Schill, Wolf-Peter & Zerrahn, Alexander & Murmann, Alexander & Launer, Jann & Torralba-Díaz, Laura & Bußar, Christian, 2022. "Impacts of power sector model features on optimal capacity expansion: A comparative study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 157(C).
  72. Ikäheimo, Jussi & Weiss, Robert & Kiviluoma, Juha & Pursiheimo, Esa & Lindroos, Tomi J., 2022. "Impact of power-to-gas on the cost and design of the future low-carbon urban energy system," Applied Energy, Elsevier, vol. 305(C).
  73. Göke, Leonard & Kendziorski, Mario, 2022. "Adequacy of time-series reduction for renewable energy systems," Energy, Elsevier, vol. 238(PA).
  74. Knudsen, Brage Rugstad & Rohde, Daniel & Kauko, Hanne, 2021. "Thermal energy storage sizing for industrial waste-heat utilization in district heating: A model predictive control approach," Energy, Elsevier, vol. 234(C).
  75. F, Feijoo & A, Pfeifer & L, Herc & D, Groppi & N, Duić, 2022. "A long-term capacity investment and operational energy planning model with power-to-X and flexibility technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
  76. 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.
  77. Claudia Gunther & Wolf-Peter Schill & Alexander Zerrahn, 2019. "Prosumage of solar electricity: tariff design, capacity investments, and power system effects," Papers 1907.09855, arXiv.org.
  78. Haas, J. & Nowak, W. & Palma-Behnke, R., 2019. "Multi-objective planning of energy storage technologies for a fully renewable system: Implications for the main stakeholders in Chile," Energy Policy, Elsevier, vol. 126(C), pages 494-506.
  79. Goteti, Naga Srujana & Hittinger, Eric & Sergi, Brian & Lima Azevedo, Inês, 2021. "How does new energy storage affect the operation and revenue of existing generation?," Applied Energy, Elsevier, vol. 285(C).
  80. Mier, Mathias & Azarova, Valeriya, 2024. "Investment cost specifications revisited," Energy Policy, Elsevier, vol. 188(C).
  81. Clemens Gerbaulet & Casimir Lorenz, 2017. "dynELMOD: A Dynamic Investment and Dispatch Model for the Future European Electricity Market," Data Documentation 88, DIW Berlin, German Institute for Economic Research.
  82. Henni, Sarah & Schäffer, Michael & Fischer, Peter & Weinhardt, Christof & Staudt, Philipp, 2023. "Bottom-up system modeling of battery storage requirements for integrated renewable energy systems," Applied Energy, Elsevier, vol. 333(C).
  83. Fabian Stöckl & Alexander Zerrahn, 2023. "Substituting Clean for Dirty Energy: A Bottom-Up Analysis," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(3), pages 819-863.
  84. Thomaßen, Georg & Redl, Christian & Bruckner, Thomas, 2022. "Will the energy-only market collapse? On market dynamics in low-carbon electricity systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 164(C).
  85. repec:diw:diwwpp:dp2025 is not listed on IDEAS
  86. Blanco, Herib & Nijs, Wouter & Ruf, Johannes & Faaij, André, 2018. "Potential of Power-to-Methane in the EU energy transition to a low carbon system using cost optimization," Applied Energy, Elsevier, vol. 232(C), pages 323-340.
  87. Schill, Wolf-Peter & Niemeyer, Moritz & Zerrahn, Alexander & Diekmann, Jochen, 2016. "Bereitstellung von Regelleistung durch Elektrofahrzeuge: Modellrechnungen für Deutschland im Jahr 2035," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 40(2), pages 73-87.
  88. Copp, David A. & Nguyen, Tu A. & Byrne, Raymond H. & Chalamala, Babu R., 2022. "Optimal sizing of distributed energy resources for planning 100% renewable electric power systems," Energy, Elsevier, vol. 239(PE).
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