Research of Transformer Optimal Design Modeling and Intelligent Algorithm

被引:0
|
作者
Zhang, Shuang [1 ]
Hu, Qinghe [2 ]
Wang, Xingwei [2 ]
Wang, Dingwei [2 ]
机构
[1] Northeastern Univ, Software Coll, Shenyang 110004, Liaoning, Peoples R China
[2] Northeastern Univ, Informat Sci & Engn Coll, Shenyang 110004, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Transformer; Optimal design; Genetic algorithm; Total owning cost;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper studies transformer optimal design, establishes optimal transformer model based on total owning cost. It adopts penalty function to process objective function with weighted coefficients. For prematurity and low speed of convergence of Simple Genetic Algorithm, improved adaptive genetic algorithm is adopted. It increases crossover and mutation rates, and improves fitness function. It is adopted to search for minimum total owning cost of transformer. The result shows that the algorithm performs well, increases converging speed and improves quality of solution.
引用
收藏
页码:213 / +
页数:3
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