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Merit order or unit-commitment: How does thermal power plant modeling affect storage demand in energy system models?

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  • Cebulla, F.
  • Fichter, T.

Abstract

Flexibility requirements in prospective energy systems will increase to balance intermittent electricity generation from renewable energies. One option to tackle this problem is electricity storage. Its demand quantification often relies on optimization models for thermal and renewable dispatch and capacity expansion. Within these tools, power plant modeling is typically based on simplified linear programming merit order dispatch (LP) or mixed-integer unit-commitment with economic dispatch (MILP). While the latter is able to capture techno-economic characteristics to a large extent (e.g. ramping or start-up costs) and allows on/off decision of generator units, LP is a simplified method, but superior in computational effort.

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  • Cebulla, F. & Fichter, T., 2017. "Merit order or unit-commitment: How does thermal power plant modeling affect storage demand in energy system models?," Renewable Energy, Elsevier, vol. 105(C), pages 117-132.
    • Handle: RePEc:eee:renene:v:105:y:2017:i:c:p:117-132
    DOI: 10.1016/j.renene.2016.12.043
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    as
    1. Pérez-Díaz, Juan I. & Wilhelmi, José R., 2010. "Assessment of the economic impact of environmental constraints on short-term hydropower plant operation," Energy Policy, Elsevier, vol. 38(12), pages 7960-7970, December.
    2. Heide, Dominik & Greiner, Martin & von Bremen, Lüder & Hoffmann, Clemens, 2011. "Reduced storage and balancing needs in a fully renewable European power system with excess wind and solar power generation," Renewable Energy, Elsevier, vol. 36(9), pages 2515-2523.
    3. Huber, Matthias & Dimkova, Desislava & Hamacher, Thomas, 2014. "Integration of wind and solar power in Europe: Assessment of flexibility requirements," Energy, Elsevier, vol. 69(C), pages 236-246.
    4. Nahmmacher, Paul & Schmid, Eva & Hirth, Lion & Knopf, Brigitte, 2016. "Carpe diem: A novel approach to select representative days for long-term power system modeling," Energy, Elsevier, vol. 112(C), pages 430-442.
    5. Mileva, Ana & Johnston, Josiah & Nelson, James H. & Kammen, Daniel M., 2016. "Power system balancing for deep decarbonization of the electricity sector," Applied Energy, Elsevier, vol. 162(C), pages 1001-1009.
    6. Kim, T.S., 2004. "Comparative analysis on the part load performance of combined cycle plants considering design performance and power control strategy," Energy, Elsevier, vol. 29(1), pages 71-85.
    7. Deane, J.P. & Drayton, G. & Ó Gallachóir, B.P., 2014. "The impact of sub-hourly modelling in power systems with significant levels of renewable generation," Applied Energy, Elsevier, vol. 113(C), pages 152-158.
    8. Rasmussen, Morten Grud & Andresen, Gorm Bruun & Greiner, Martin, 2012. "Storage and balancing synergies in a fully or highly renewable pan-European power system," Energy Policy, Elsevier, vol. 51(C), pages 642-651.
    9. Marini, Abbas & Latify, Mohammad Amin & Ghazizadeh, Mohammad Sadegh & Salemnia, Ahmad, 2015. "Long-term chronological load modeling in power system studies with energy storage systems," Applied Energy, Elsevier, vol. 156(C), pages 436-448.
    10. Steinke, Florian & Wolfrum, Philipp & Hoffmann, Clemens, 2013. "Grid vs. storage in a 100% renewable Europe," Renewable Energy, Elsevier, vol. 50(C), pages 826-832.
    11. Bertsch, Joachim & Growitsch, Christian & Lorenczik, Stefan & Nagl, Stephan, 2016. "Flexibility in Europe's power sector — An additional requirement or an automatic complement?," Energy Economics, Elsevier, vol. 53(C), pages 118-131.
    12. Kondziella, Hendrik & Bruckner, Thomas, 2016. "Flexibility requirements of renewable energy based electricity systems – a review of research results and methodologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 10-22.
    13. Heide, Dominik & von Bremen, Lueder & Greiner, Martin & Hoffmann, Clemens & Speckmann, Markus & Bofinger, Stefan, 2010. "Seasonal optimal mix of wind and solar power in a future, highly renewable Europe," Renewable Energy, Elsevier, vol. 35(11), pages 2483-2489.
    14. Pérez-Díaz, J.I. & Millán, R. & García, D. & Guisández, I. & Wilhelmi, J.R., 2012. "Contribution of re-regulation reservoirs considering pumping capability to environmentally friendly hydropower operation," Energy, Elsevier, vol. 48(1), pages 144-152.
    15. Weitemeyer, Stefan & Kleinhans, David & Vogt, Thomas & Agert, Carsten, 2015. "Integration of Renewable Energy Sources in future power systems: The role of storage," Renewable Energy, Elsevier, vol. 75(C), pages 14-20.
    16. Pregger, Thomas & Nitsch, Joachim & Naegler, Tobias, 2013. "Long-term scenarios and strategies for the deployment of renewable energies in Germany," Energy Policy, Elsevier, vol. 59(C), pages 350-360.
    17. Poncelet, Kris & Delarue, Erik & Six, Daan & Duerinck, Jan & D’haeseleer, William, 2016. "Impact of the level of temporal and operational detail in energy-system planning models," Applied Energy, Elsevier, vol. 162(C), pages 631-643.
    18. Abrell, Jan & Kunz, Friedrich & Weigt, Hannes, 2008. "Start Me Up: Modeling of Power Plant Start-Up Conditions and their Impact on Prices," MPRA Paper 65661, University Library of Munich, Germany.
    19. Zhai, Haibo & Rubin, Edward S., 2010. "Performance and cost of wet and dry cooling systems for pulverized coal power plants with and without carbon capture and storage," Energy Policy, Elsevier, vol. 38(10), pages 5653-5660, October.
    20. 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.
    21. 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.
    22. Frew, Bethany A. & Becker, Sarah & Dvorak, Michael J. & Andresen, Gorm B. & Jacobson, Mark Z., 2016. "Flexibility mechanisms and pathways to a highly renewable US electricity future," Energy, Elsevier, vol. 101(C), pages 65-78.
    23. Brouwer, Anne Sjoerd & van den Broek, Machteld & Zappa, William & Turkenburg, Wim C. & Faaij, André, 2016. "Least-cost options for integrating intermittent renewables in low-carbon power systems," Applied Energy, Elsevier, vol. 161(C), pages 48-74.
    24. Gils, Hans Christian, 2016. "Economic potential for future demand response in Germany – Modeling approach and case study," Applied Energy, Elsevier, vol. 162(C), pages 401-415.
    25. Denholm, Paul & Hand, Maureen, 2011. "Grid flexibility and storage required to achieve very high penetration of variable renewable electricity," Energy Policy, Elsevier, vol. 39(3), pages 1817-1830, March.
    26. Vineet Raichur & Duncan S. Callaway & Steven J. Skerlos, 2016. "Estimating Emissions from Electricity Generation Using Electricity Dispatch Models: The Importance of System Operating Constraints," Journal of Industrial Ecology, Yale University, vol. 20(1), pages 42-53, February.
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