The Sensitivity of Power System Expansion Models
作者： Wided Medjroubi , Lueder von Bremen , Bruno U. Schyska , Markus Schlott , Alexander Kies
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摘要: Power system expansion models are a widely used tool for planning powersystems, especially considering the integration of large shares renewableresources. The backbone these is an optimization problem, whichdepends on number economic and technical parameters. Although theseparameters contain significant uncertainties, sensitivity power systemmodels to uncertainties barely investigated. In this work, we introduce novel method quantify ofpower different model parameters based measuring theadditional cost arising from misallocating generation capacities. value ofthis proven by three prominent test cases: definition capitalcost, weather periods spatial temporal resolutions.We find that most sensitive resolution. Fur-thermore, explain why resolution minor importance andwhy underlying data should be chosen carefully.
arxiv.org参考文章(43)
D. Connolly, H. Lund, B.V. Mathiesen, M. Leahy, A review of computer tools for analysing the integration of renewable energy into various energy systems Applied Energy. ,vol. 87, pp. 1059- 1082 ,(2010) , 10.1016/J.APENERGY.2009.09.026
F.J. Santos-Alamillos, D. Pozo-Vázquez, J.A. Ruiz-Arias, L. Von Bremen, J. Tovar-Pescador, Combining wind farms with concentrating solar plants to provide stable renewable power Renewable Energy. ,vol. 76, pp. 539- 550 ,(2015) , 10.1016/J.RENENE.2014.11.055
Rolando A. Rodríguez, Sarah Becker, Gorm B. Andresen, Dominik Heide, Martin Greiner, Transmission needs across a fully renewable European power system Renewable Energy. ,vol. 63, pp. 467- 476 ,(2014) , 10.1016/J.RENENE.2013.10.005
Alexander Zerrahn, Wolf-Peter Schill, On the representation of demand-side management in power system models Energy. ,vol. 84, pp. 840- 845 ,(2015) , 10.1016/J.ENERGY.2015.03.037
Florian Steinke, Philipp Wolfrum, Clemens Hoffmann, Grid vs. storage in a 100% renewable Europe Renewable Energy. ,vol. 50, pp. 826- 832 ,(2013) , 10.1016/J.RENENE.2012.07.044
Clara M St. Martin, Julie K Lundquist, Mark A Handschy, Variability of interconnected wind plants: correlation length and its dependence on variability time scale Environmental Research Letters. ,vol. 10, pp. 044004- ,(2015) , 10.1088/1748-9326/10/4/044004
A. Voldoire, E. Sanchez-Gomez, D. Salas y Mélia, B. Decharme, C. Cassou, S. Sénési, S. Valcke, I. Beau, A. Alias, M. Chevallier, M. Déqué, J. Deshayes, H. Douville, E. Fernandez, G. Madec, E. Maisonnave, M.-P. Moine, S. Planton, D. Saint-Martin, S. Szopa, S. Tyteca, R. Alkama, S. Belamari, A. Braun, L. Coquart, F. Chauvin, The CNRM-CM5.1 global climate model: description and basic evaluation Climate Dynamics. ,vol. 40, pp. 2091- 2121 ,(2013) , 10.1007/S00382-011-1259-Y
Bjørn Gjevik, John Grue, Jan Erik Weber, Waves and Nonlinear Processes in Hydrodynamics ,(2011)
Dominik Heide, Martin Greiner, Lüder von Bremen, Clemens Hoffmann, Reduced storage and balancing needs in a fully renewable European power system with excess wind and solar power generation Renewable Energy. ,vol. 36, pp. 2515- 2523 ,(2011) , 10.1016/J.RENENE.2011.02.009
E. Downey Brill, Shoou-Yuh Chang, Lewis D. Hopkins, Modeling to Generate Alternatives: The HSJ Approach and an Illustration Using a Problem in Land Use Planning Management Science. ,vol. 28, pp. 221- 235 ,(1982) , 10.1287/MNSC.28.3.221