Title :
Investigation of Particle Swarm Optimization as technique for reactive power dispatch in smart grids
Author :
Pisica, Ioana ; Taylor, Gareth ; Traistaru, Sebastian
Author_Institution :
Brunel Inst. of Power Syst., Brunel Univ., Uxbridge, UK
Abstract :
This paper gives an overview of the Particle Swarm Optimization technique with the aim of investigating its applicability to minimizing losses in a power distribution system. The suitability of this method is investigated by emphasizing the impact of its intrinsic parameters on the results. The investigation employs particle swarm optimization on a test system by controlling the generator voltages, transformer taps and the reactive power in the capacitor banks for each load bus. In total it contains 33 control variables: 5 generators (not including the terminal bus), 4 transformers and 24 capacitor banks. A theoretical approach of the PSO is given in the beginning, followed by the simulation results and analyses.
Keywords :
distribution networks; load dispatching; on load tap changers; particle swarm optimisation; reactive power control; smart power grids; capacitor banks; generator voltages; intrinsic parameters; particle swarm optimization technique; power distribution system; reactive power dispatch; smart grids; transformer taps; Convergence; Generators; Particle swarm optimization; Reactive power; Smart grids; Vectors; particle swarm optimization; reactive power dispatch; smart grids;
Conference_Titel :
Power Engineering Conference (UPEC), 2014 49th International Universities
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4799-6556-4
DOI :
10.1109/UPEC.2014.6934596