DocumentCode :
3728266
Title :
Switched Ring Particle Swarm Optimizer for Trace of Time-Variant Maximum Power Point
Author :
Naoto Ando;Kosuke Tanakajima;Toshimichi Saito
Author_Institution :
Electr. &
fYear :
2015
Firstpage :
2114
Lastpage :
2117
Abstract :
This paper presents a switched ring particle swarm optimizer and considers its application to trace of the maximum power point in time-variant photovoltaic systems. In order to avoid trapping into local optima, the optimizer uses the local best of directed ring topology where the direction is switched periodically. In order to follow the time-variant characteristics, the optimizer uses a flexible renewal method of the personal best. The optimizer has only one particle and sampled values of the particle in an interval are used as plural particles. The cost function of the voltage can be measured only at one point at an instant in real environment. Performing basic numerical experiments for a typical example, the algorithm efficiency is confirmed.
Keywords :
"Cost function","Particle swarm optimization","Switches","Photovoltaic systems","Topology","Charge carrier processes","Voltage measurement"
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2015 IEEE International Conference on
Type :
conf
DOI :
10.1109/SMC.2015.369
Filename :
7379501
Link To Document :
بازگشت