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基于改进GA算法的电力变压器优化设计

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针对中小型电力变压器优化设计问题,同时响应国家节能减排的号召,对GA算法进行改进并分别应用到电力变压器优化设计中的有效材料成本单目标和总损耗的单目标中.将改进GA算法优化所得数据和使用原GA算法以及人工设计进行对比分析,结果表明改进GA算法优化效果较好,运行时间较快,能有效减少电力变压器所需的材料成本或损耗.
Modified GA Algorithm-based Optimal Design of Power Transformers
Aiming at the optimization design of small and medium-sized power transformers,and responding to the initiative of national energy saving and emission reduction,a modification was made on GA algorithm,and the modified algorithm was applied separately to the single objective of effective material cost and the single objective of total loss in the optimal design of power transformer.Comparative analysis with original GA algorithm and manual design showed that the modified GA algorithm proposed by this work has better optimization effect,faster running time and can effectively reduce cost or loss of materials required for manufacturing transformers.

modified GA algorithmpower transformeroptimization designcomparative analysis

李克讷、陈健民、李武宁、陈福丁

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广西科技大学自动化学院,广西 柳州 545616

广西柳州特种变压器有限责任公司,广西 柳州 545000

改进GA算法 电力变压器 优化设计 对比分析

2024

电工技术
重庆西南信息有限公司(原科技部西南信息中心)

电工技术

影响因子:0.177
ISSN:1002-1388
年,卷(期):2024.(12)
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