Title :
Application of particle swarm optimizers to two-objective problems in design of switching inverters
Author :
Ono, Katsuma ; Saito, Toshimichi
Author_Institution :
Dept. of Electr. & Electron. Eng., Hosei Univ., Tokyo, Japan
Abstract :
This paper presents an application of the particle swarm optimizers to multi-objective problems in design of switching inverters. In the algorithm, the particles represent switching angles and move to optimize two objectives: minimizing the total harmonic distortion and setting the desired total power. This two-objective problem is important to realize smooth speed control of ac machine drivers. Performing basic numerical experiments, we have confirmed that the method can find efficient switching angles that realize efficient operation.
Keywords :
harmonic distortion; invertors; network synthesis; particle swarm optimisation; ac machine drivers; harmonic distortion; particle swarm optimization; speed control; switching inverters; AC machines; Design optimization; Driver circuits; Particle swarm optimization; Power electronics; Power engineering and energy; Pulse width modulation; Pulse width modulation inverters; Signal processing algorithms; Total harmonic distortion;
Conference_Titel :
Neural Networks, 2009. IJCNN 2009. International Joint Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-3548-7
Electronic_ISBN :
1098-7576
DOI :
10.1109/IJCNN.2009.5178970