Abstract
A tool for quantitatively analyzing perspectives of investing in a regional electrical grid that allows regional authorities to estimate (a) the level of potential investments in developing this system, and (b) the volumes and the prices of electricity to be provided for the population and for the industry in the region (in the framework of this system) in a certain period of time in the future (as a result of these investments) is presented. The problem of estimating such perspectives is modeled as a static, two-person, non-cooperative game on disjoint polyhedra with the payoff functions being a sum of a bilinear and a linear function of vector arguments (for the first player), and a bilinear function of the same vector arguments (for the second player). It is proved that equilibria in this game, which determine (a) optimal investment strategies proceeding from financial capabilities of the electricity producers in the region and their ability to borrow money from external investors, and (b) electricity prices expected to be mutually acceptable to both the consumers and the producers of electricity in the developed electrical grid, can be found by solving linear programming problems forming a dual pair. An illustrative numerical example of developing the proposed game model and calculating both optimal investment strategies and equilibrium electricity prices is considered.
Similar content being viewed by others
References
Belenky, A.: Minimax planning problems with linear constraints and methods of their solutions. Autom. Remote Control 42(10), 1409–1419 (1981)
Bushnell, J., Ishii, J.: An equilibrium model of investment in restructured electricity markets. Working paper, University of California Energy Institute (2007)
Chernenko, N.: Market power issues in the reformed russian electricity supply industry. Energy Econ. 50, 315–323 (2015). doi:10.1016/j.eneco.2015.05.017
Chuang, A.S., Wu, F., Varaiya, P.: A game-theoretic model for generation expansion planning: Problem formulation and numerical comparisons. IEEE Trans. Power Syst. 16, 885–891 (2001)
Crespo Del Granado, P., Wallace, S., Pang, Z.: The value of electricity storage in domestic homes: a smart grid perspective. Energy Syst. 5(2), 211–232 (2014). doi:10.1007/s12667-013-0108-y
Filomena, T.P., Campos-Náñez, E., Duffey, M.R.: Technology selection and capacity investment under uncertainty. Eur. J. Oper. Res. 232, 125–136 (2014)
Garcia, A., Shen, J.: Equilibrium capacity expansion under stochastic demand growth. Oper. Res. 58(2), 30–42 (2010)
Gavrilović, M.M.: Optimal approximation of convex curves by functions which are piecewise linear. J. Math. Anal. Appl. 52(2), 260–282 (1975)
Genc, T.S., Reynolds, S.S., Sen, S.: Dynamic oligopolistic games under uncertainty: a stochastic programming approach. J. Econ. Dyn. Control. 31, 55–80 (2007)
Gass S.: Linear programming: methods and applications. Dover books on computer science, 5th edn. Dover Publications (2010)
Imamoto, A., Tang, B.: Optimal piecewise linear approximation of convex functions. In: Proceedings of the World Congress on Engineering and Computer Science, pp. 1191–1194. San Francisco, USA, October 22–24, 2008
Lueken, R., Apt, J.: The effects of bulk electricity storage on the pjm market. Energy Syst. 5(4), 677–704 (2014). doi:10.1007/s12667-014-0123-7
Magnani, A., Boyd, S.: Convex piecewise-linear fitting. Optim. Eng. 10(1), 1–17 (2009)
Pineaua, P.O., Rasatab, H., Zaccour, G.: Impact of some parameters on investments in oligopolistic electricity markets. Eur. J. Oper. Res. 213, 180–195 (2011)
Wogrin, S., Hobbs, B.F., Ralph, D., Centeno, E., Barquín, J.: Open versus closed loop capacity equilibria in electricity markets under perfect and oligopolistic competition. Math. Program. 140(2), 295–322 (2013)
Vasin, A., Kartunova, P., Weber, G.W.: Models for capacity and electricity market design. Cent. Eur. J. Oper. Res. 21(3), 651–661 (2013). doi:10.1007/s10100-012-0259-2
Zheng, Q., Rebennack, S., Pardalos, P., Pereira, M., Iliadis, N.: Handbook of CO\(_{2}\) in power systems. Springer, Berlin (2012)
Acknowledgments
The authors are thankful to Prof. Richard C. Larson, Head of the MIT Center for Engineering Systems Fundamentals, who has drawn their attention to studying electrical grids. The idea of the paper was supported by Prof. Panos M. Pardalos, and the authors have had many fruitful discussions on the subject of this paper with Prof. Fuad Aleskerov. The encouragement and critical comments of the above-mentioned colleagues, contributed to the improvement of this paper, and financial support of the authors’ work on this subject, rendered by the Academic Fund Program at the National Research University Higher School of Economics in 2015–2016 (Grant 15-01-0136), are highly appreciated. Also, the authors express their gratitude to two anonymous reviewers for helpful comments and suggestions
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Belenky, A.S., Bolkunov, D.S. An equilibrium analysis of investment opportunities in a regional electrical grid. Energy Syst 7, 663–698 (2016). https://doi.org/10.1007/s12667-016-0192-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12667-016-0192-x