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A new approach for coupling the short- and long-term planning models to design a pathway to carbon neutrality in a coal-based power system

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  • Wyrwa, Artur
  • Suwała, Wojciech
  • Pluta, Marcin
  • Raczyński, Maciej
  • Zyśk, Janusz
  • Tokarski, Stanisław

Abstract

Transformation towards climate-neutral energy systems is becoming a challenge worldwide. Most often, strategic planning for the mid- and long-term is tackled with the use of generation expansion optimization models, which have limited capabilities to track in detail power system operation. On the other hand, the unit commitment and economic dispatch models consider many technical constraints but are usually used for short-term planning. The methodological approach presented in this paper aims to improve the planning capabilities by the combination of generation expansion and short-term planning models into one modelling system. Two models were coupled, namely TIMES-PL and MEDUSA, to design a pathway to carbon neutrality in the Polish power system. Three energy scenarios elaborated in this work show that a 95 % reduction in carbon dioxide emissions from the public electricity and district heat production sectors is possible by 2050. The proposed approach improved the robustness of elaborated energy scenarios as in their first versions two of them turned out to be technically infeasible. Detail simulations of the system operation showed that load balancing is possible once 15–20 GW of electrical capacity is installed in dispatchable power generation technologies by 2050 in addition to energy storage and combined heat and power plants.

Suggested Citation

  • Wyrwa, Artur & Suwała, Wojciech & Pluta, Marcin & Raczyński, Maciej & Zyśk, Janusz & Tokarski, Stanisław, 2022. "A new approach for coupling the short- and long-term planning models to design a pathway to carbon neutrality in a coal-based power system," Energy, Elsevier, vol. 239(PE).
    • Handle: RePEc:eee:energy:v:239:y:2022:i:pe:s0360544221026876
    DOI: 10.1016/j.energy.2021.122438
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    as
    1. Poncelet, Kris & Delarue, Erik & D’haeseleer, William, 2020. "Unit commitment constraints in long-term planning models: Relevance, pitfalls and the role of assumptions on flexibility," Applied Energy, Elsevier, vol. 258(C).
    2. O. Schmidt & A. Hawkes & A. Gambhir & I. Staffell, 2017. "The future cost of electrical energy storage based on experience rates," Nature Energy, Nature, vol. 2(8), pages 1-8, August.
    3. Blanco, Herib & Faaij, André, 2018. "A review at the role of storage in energy systems with a focus on Power to Gas and long-term storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 1049-1086.
    4. Munasinghe,Mohan & Meier,Peter, 1993. "Energy Policy Analysis and Modelling," Cambridge Books, Cambridge University Press, number 9780521363266, October.
    5. Bódis, Katalin & Kougias, Ioannis & Jäger-Waldau, Arnulf & Taylor, Nigel & Szabó, Sándor, 2019. "A high-resolution geospatial assessment of the rooftop solar photovoltaic potential in the European Union," Renewable and Sustainable Energy Reviews, Elsevier, vol. 114(C), pages 1-1.
    6. Marcin Pluta & Artur Wyrwa & Wojciech Suwała & Janusz Zyśk & Maciej Raczyński & Stanisław Tokarski, 2020. "A Generalized Unit Commitment and Economic Dispatch Approach for Analysing the Polish Power System under High Renewable Penetration," Energies, MDPI, vol. 13(8), pages 1-18, April.
    7. Maryam Arbabzadeh & Ramteen Sioshansi & Jeremiah X. Johnson & Gregory A. Keoleian, 2019. "Author Correction: The role of energy storage in deep decarbonization of electricity production," Nature Communications, Nature, vol. 10(1), pages 1-1, December.
    8. Tvinnereim, Endre & Mehling, Michael, 2018. "Carbon pricing and deep decarbonisation," Energy Policy, Elsevier, vol. 121(C), pages 185-189.
    9. Prina, Matteo Giacomo & Lionetti, Matteo & Manzolini, Giampaolo & Sparber, Wolfram & Moser, David, 2019. "Transition pathways optimization methodology through EnergyPLAN software for long-term energy planning," Applied Energy, Elsevier, vol. 235(C), pages 356-368.
    10. Jidai Wang & Kunpeng Lu & Lan Ma & Jihong Wang & Mark Dooner & Shihong Miao & Jian Li & Dan Wang, 2017. "Overview of Compressed Air Energy Storage and Technology Development," Energies, MDPI, vol. 10(7), pages 1-22, July.
    11. Gaudard, Ludovic & Madani, Kaveh, 2019. "Energy storage race: Has the monopoly of pumped-storage in Europe come to an end?," Energy Policy, Elsevier, vol. 126(C), pages 22-29.
    12. Fattahi, A. & Sijm, J. & Faaij, A., 2020. "A systemic approach to analyze integrated energy system modeling tools: A review of national models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    13. Hainoun, A. & Seif Aldin, M. & Almoustafa, S., 2010. "Formulating an optimal long-term energy supply strategy for Syria using MESSAGE model," Energy Policy, Elsevier, vol. 38(4), pages 1701-1714, April.
    14. Richstein, Jörn C. & Chappin, Émile J.L. & de Vries, Laurens J., 2015. "The market (in-)stability reserve for EU carbon emission trading: Why it might fail and how to improve it," Utilities Policy, Elsevier, vol. 35(C), pages 1-18.
    15. Maryam Arbabzadeh & Ramteen Sioshansi & Jeremiah X. Johnson & Gregory A. Keoleian, 2019. "The role of energy storage in deep decarbonization of electricity production," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    16. Gnatowska, Renata & Moryń-Kucharczyk, Elżbieta, 2019. "Current status of wind energy policy in Poland," Renewable Energy, Elsevier, vol. 135(C), pages 232-237.
    17. Simoes, Sofia & Nijs, Wouter & Ruiz, Pablo & Sgobbi, Alessandra & Thiel, Christian, 2017. "Comparing policy routes for low-carbon power technology deployment in EU – an energy system analysis," Energy Policy, Elsevier, vol. 101(C), pages 353-365.
    18. McKenna, R. & Hollnaicher, S. & Ostman v. d. Leye, P. & Fichtner, W., 2015. "Cost-potentials for large onshore wind turbines in Europe," Energy, Elsevier, vol. 83(C), pages 217-229.
    19. Suwala, Wojciech, 2008. "Modelling adaptation of the coal industry to sustainability conditions," Energy, Elsevier, vol. 33(7), pages 1015-1026.
    20. Deane, J.P. & Chiodi, Alessandro & Gargiulo, Maurizio & Ó Gallachóir, Brian P., 2012. "Soft-linking of a power systems model to an energy systems model," Energy, Elsevier, vol. 42(1), pages 303-312.
    21. Gawlik, Lidia & Szurlej, Adam & Wyrwa, Artur, 2015. "The impact of the long-term EU target for renewables on the structure of electricity production in Poland," Energy, Elsevier, vol. 92(P2), pages 172-178.
    22. Abujarad, Saleh Y. & Mustafa, M.W. & Jamian, J.J., 2017. "Recent approaches of unit commitment in the presence of intermittent renewable energy resources: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 215-223.
    23. Mohammad Rasoul Narimani & Maigha & Jhi-Young Joo & Mariesa Crow, 2017. "Multi-Objective Dynamic Economic Dispatch with Demand Side Management of Residential Loads and Electric Vehicles," Energies, MDPI, vol. 10(5), pages 1-18, May.
    24. Pina, André & Silva, Carlos A. & Ferrão, Paulo, 2013. "High-resolution modeling framework for planning electricity systems with high penetration of renewables," Applied Energy, Elsevier, vol. 112(C), pages 215-223.
    25. Solomon, A.A. & Kammen, Daniel M. & Callaway, D., 2014. "The role of large-scale energy storage design and dispatch in the power grid: A study of very high grid penetration of variable renewable resources," Applied Energy, Elsevier, vol. 134(C), pages 75-89.
    26. Jebaraj, S. & Iniyan, S., 2006. "A review of energy models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 10(4), pages 281-311, August.
    27. Sliz-Szkliniarz, B. & Eberbach, J. & Hoffmann, B. & Fortin, M., 2019. "Assessing the cost of onshore wind development scenarios: Modelling of spatial and temporal distribution of wind power for the case of Poland," Renewable and Sustainable Energy Reviews, Elsevier, vol. 109(C), pages 514-531.
    28. Wierzbowski, Michal & Lyzwa, Wojciech & Musial, Izabela, 2016. "MILP model for long-term energy mix planning with consideration of power system reserves," Applied Energy, Elsevier, vol. 169(C), pages 93-111.
    29. Prina, Matteo Giacomo & Manzolini, Giampaolo & Moser, David & Nastasi, Benedetto & Sparber, Wolfram, 2020. "Classification and challenges of bottom-up energy system models - A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 129(C).
    30. Amorim, Filipa & Pina, André & Gerbelová, Hana & Pereira da Silva, Patrícia & Vasconcelos, Jorge & Martins, Victor, 2014. "Electricity decarbonisation pathways for 2050 in Portugal: A TIMES (The Integrated MARKAL-EFOM System) based approach in closed versus open systems modelling," Energy, Elsevier, vol. 69(C), pages 104-112.
    31. Capros, Pantelis & Zazias, Georgios & Evangelopoulou, Stavroula & Kannavou, Maria & Fotiou, Theofano & Siskos, Pelopidas & De Vita, Alessia & Sakellaris, Konstantinos, 2019. "Energy-system modelling of the EU strategy towards climate-neutrality," Energy Policy, Elsevier, vol. 134(C).
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