Cost optimization of oil type distribution transformer using multi-objective genetic algorithm

Q3 Energy Journal of Energy Systems Pub Date : 2024-02-26 DOI:10.30521/jes.1383567
Simay Telli̇, I. Iskender, Emir Yükselen
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Abstract

The demand for electrical energy is increasing day by day with the development of technology in the world. Distributing electric energy to all regions that need energy is a principal issue, and this necessitates the use of transformers to convert the voltage to the desired level. Accordingly, the use of transformers, one of the electrical devices converting AC voltage level at a defined frequency has grown significantly. In this study, design parameters of a 25 kVA, 33/0.4 kV, Yzn11, oil-type distribution transformer are optimized using the Multi-Objective Genetic Algorithm (MOGA) technique by decreasing the weight of the significant materials and manufacturing cost. Electromagnetic analysis of the transformer is performed with ANSYS Maxwell based on the design results obtained from the optimization study for validation of the method. The experimental design parameters are also compared with the optimization results. It is observed that optimum results are achieved by using the proposed approach.
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利用多目标遗传算法优化油式配电变压器的成本
随着世界科技的发展,对电能的需求与日俱增。将电能分配到所有需要能源的地区是一个主要问题,这就需要使用变压器将电压转换到所需的水平。因此,变压器作为在规定频率下转换交流电压水平的电气设备之一,其使用量大幅增长。本研究采用多目标遗传算法(MOGA)技术,通过降低重要材料的重量和制造成本,对 25 千伏安、33/0.4 千伏、Yzn11 油式配电变压器的设计参数进行了优化。根据优化研究获得的设计结果,使用 ANSYS Maxwell 对变压器进行了电磁分析,以验证该方法的有效性。实验设计参数也与优化结果进行了比较。结果表明,使用所提出的方法可以获得最佳结果。
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来源期刊
Journal of Energy Systems
Journal of Energy Systems Environmental Science-Management, Monitoring, Policy and Law
CiteScore
1.60
自引率
0.00%
发文量
29
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