Title :
Maximization of the feed-in of renewable energy into high-voltage grids by optimal switching
Author :
Scheel, J. ; Dib, R. ; Westermann, D. ; Wirtz, F.
Author_Institution :
Dept. of Inf. Technol., Electr. Eng. & Mechatron., THM Univ. of Appl. Sci., Friedberg, Germany
fDate :
June 29 2015-July 2 2015
Abstract :
In this paper the problem of finding optimal topological configurations of a power transmission system is considered with the aim of maximizing the renewable energy injection. A realistic modeling strategy for bus couplers in multiple-busbar stations is proposed. The solution of the resulting mixed-integer nonlinear programming problem (MINLP) is carried out by a novel binary variant of the Particle Swarm Optimization algorithm (PSO). The performance of the method is illustrated by different simulation scenarios on a realistic 110 kV grid. The analysis shows that the initialization scheme has large impact on the solution space and the convergence characteristic. Suggestions for parameterization of the proposed algorithm under power system operational aspects are discussed.
Keywords :
busbars; convergence; integer programming; nonlinear programming; particle swarm optimisation; power grids; power transmission economics; renewable energy sources; MINLP; binary variant; bus coupler; convergence characteristic; high-voltage grid; initialization scheme; mixed-integer nonlinear programming problem; multiple busbar station; optimal switching; particle swarm optimization algorithm; power system operation; power transmission system; realistic modeling strategy; renewable energy feed-in maximization; renewable energy injection maximisation; voltage 110 kV; Convergence; Couplers; Network topology; Optimization; Particle swarm optimization; Power systems; Switches; Renewable energy; network topology optimization; operation; particle swarm optimization; power system;
Conference_Titel :
PowerTech, 2015 IEEE Eindhoven
Conference_Location :
Eindhoven
DOI :
10.1109/PTC.2015.7232275