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Energy Systems
Erschienen in: Energy Systems 1/2017

20.05.2016 | Original Paper

Investment and generation optimization in electricity systems with intermittent supply

verfasst von: Athena Wu, Andy Philpott, Golbon Zakeri

Erschienen in: Energy Systems | Ausgabe 1/2017

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Abstract

Increasing levels of renewable power generation require changes in investment models to deal with intermittent supply. We present a Markov decision problem that can be used to model thermal plant operation with intermittent demand, and show how this can be incorporated into a mixed integer programming model for optimally choosing investments. The model is extended to deal with staging investment over long planning horizons.
Vorheriger Artikel Assessment of risk-averse policies for the long-term hydrothermal scheduling problem
Nächster Artikel On probabilistic constraints with multivariate truncated Gaussian and lognormal distributions

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Fußnoten
1
Note that we make the standard infinite time horizon MDP assumption that the transition probabilities are stationary. We can extend this basic model to accommodate time-varying transition probabilities by classifying time periods by season and time-of-day so that this assumption still applies.
 
Literatur
1.
Batlle, C., Rodilla, P.: An enhanced screening curves method for considering thermal cycling operation costs in generation expansion planning. IEEE Trans. Power Syst. 28(4), 3683–3691 (2013)CrossRef
2.
Butler, L., Neuhoff, K.: Comparison of feed-in tariff, quota and auction mechanisms to support wind power development. Renew. Energy 33(8), 1854–1867 (2008)CrossRef
3.
De Jonghe, C., Hobbs, B.F., Belmans, R.: Optimal generation mix with short-term demand response and wind penetration. IEEE Trans. Power Syst. 27(2), 830–839 (2012)CrossRef
4.
Dimitrov, N.B., Morton, D.P.: Combinatorial design of a stochastic Markov decision process. In: Operations Research and Cyber-Infrastructure, pp. 167–193. Springer, Heidelberg (2009)
5.
Ehrenmann, A., Smeers, Y.: Generation capacity expansion in a risky environment: a stochastic equilibrium analysis. Oper. Res. 59(6), 1332–1346 (2011)MathSciNetCrossRefMATH
6.
Girardeau, P., Philpott, A.B.: GEMSTONE: a stochastic GEM. Technical report, Electric Power Optimization Centre (2011)
7.
Joskow, P.: Competitive electricity markets and investment in new generating capacity. Technical report, AEI-Brookings Joint Center Working Paper 06-14 (2006)
8.
Kalvelagen, E.: Benders decomposition with GAMS. Technical report, Amsterdam Optimization Modeling Group LLC, Washington D.C., The Hague (2002)
9.
Kaut, M., Midthun, K.T., Werner, A.S., Tomasgard, A., Hellemo, L., Fodstad, M.: Multi-horizon stochastic programming. Comput. Manag. Sci. 11(1–2), 179–193 (2014)MathSciNetCrossRefMATH
10.
Masse, P., Gibrat, R.: Application of linear programming to investments in the electric power industry. Manag. Sci. 3(2), 149–166 (1957)CrossRef
11.
Nogales, A., Centeno, E., Wogrin, S.: Including start-up and shut down constraints into generation capacity expansion models for liberalized electricity markets. In: Young Energy Economist and Engineers Seminar (2013)
12.
Palmintier, B., Webster, M.: Impact of unit commitment constraints on generation expansion planning with renewables. In: IEEE Power Energy Society General Meeting (2011)
13.
Perez-Arriaga, I.J., Batlle, C.: Impacts of intermittent renewables on electricity generation system operation. Econ. Energy Environ. Policy 1(2), 3–17 (2012)CrossRef
14.
Puterman, M.L.: Markov decision processes: discrete stochastic dynamic programming, vol. 414, Wiley. com (2009)
15.
16.
Singh, K.J., Philpott, A.B., Wood, R.K.: Dantzig–Wolfe decomposition for solving multistage stochastic capacity-planning problems. Oper. Res. 57(5), 1271–1286 (2009)MathSciNetCrossRefMATH
17.
Stoft, S.: Power System Economics. IEEE press, Piscataway (2002)
18.
Wogrin, S., Duenas, P., Delgadillo, A., Reneses, J.: A new approach to model load levels in electric power systems with high renewable penetration. IEEE Trans. Power Syst. 29, 2210–2218 (2014)CrossRef
19.
Wogrin, S., Hobbs, B.F., Ralph, D., Centeno, E., Barquin, J.: Open versus closed loop capacity equilibria in electricity markets under perfect and oligopolistic competition. Math. Program. 140(2), 295–322 (2013)MathSciNetCrossRefMATH
20.
Wu, A.T.: Expansion models and investment decisions in electricity systems with renewable-induced uncertainties. PhD thesis, University of Auckland (2013)
Metadaten
Titel
Investment and generation optimization in electricity systems with intermittent supply
verfasst von
Athena Wu
Andy Philpott
Golbon Zakeri
Publikationsdatum
20.05.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Energy Systems / Ausgabe 1/2017
Print ISSN: 1868-3967
Elektronische ISSN: 1868-3975
DOI
https://doi.org/10.1007/s12667-016-0210-z

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