Power Electronic Circuits Design: A Particle Swarm Optimization Approach

被引:0
|
作者
Zhang, Jun [1 ]
Shi, Yuan [1 ]
Zhan, Zhi-Hui [1 ]
机构
[1] Sun Yat Sen Univ, Dept Comp Sci, Guangzhou 510275, Guangdong, Peoples R China
关键词
Particle swarm optimization (PSO); power electronic circuits (PECs); circuit optimization;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The development of power electronics results in a growing need for automatic design and optimization for power electronic circuits (PECs). This paper presents a particle swarm optimization (PSO) approach for the PECs design. The optimization problem is divided into two processes using a decoupled technique and PSO is employed to optimize the values of the circuit components in the power conversion stage (PCS) and the feedback network (FN), respectively. A simple Mutation operator is also incorporated into PSO to enhance the population diversity. The algorithm is applied to the optimization of a buck regulator for meeting requirements under large-signal changes and at steady state. Compared with genetic algorithm (GA), PSO can yield more optimized values of circuit components with lower Computational effort.
引用
收藏
页码:605 / 614
页数:10
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