Comparison of nonlinear solution methods for magnetic equivalent circuits of saturated induction motors

IF 18 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-04-03 DOI:10.3233/jae-230237
Philip Desenfans, Zifeng Gong, D. Vanoost, Konstantinos Gryllias, J. Boydens, Herbert De Gersem, D. Pissoort
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Abstract

This work compares three nonlinear solution methods for the performance of an induction motor’s magnetic equivalent circuit model with magnetic saturation. The interrelation between magnetic flux density and permeability introduces nonlinearities in the differential system of equations. Three popular nonlinear solution methods are selected for comparison, namely (i) the Gauss–Seidel method, (ii) the Newton–Raphson method and (iii) the inverse Broyden’s method. While all three methods have been applied in this context before, no comparison study has been published to the authors’ best knowledge. The study finds that the inverse Broyden’s method is most performant in terms of the number of required iterations, the computation time per iteration and the resulting total computation time. However, for substantial saturation levels, the authors recommend a hybrid implementation of multiple solution methods to obtain robust and reliable convergence.
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饱和感应电机磁性等效电路的非线性求解方法比较
本研究比较了三种非线性求解方法,以了解具有磁饱和度的感应电机磁等效电路模型的性能。磁通密度和磁导率之间的相互关系在微分方程系中引入了非线性。我们选择了三种常用的非线性求解方法进行比较,即 (i) 高斯-赛德尔法、(ii) 牛顿-拉斐尔森法和 (iii) 反布罗伊登法。据作者所知,虽然这三种方法都曾在此背景下应用过,但尚未发表过任何比较研究。研究发现,就所需迭代次数、每次迭代的计算时间以及由此产生的总计算时间而言,反布罗伊登方法的性能最佳。不过,对于饱和度较高的情况,作者建议采用多种求解方法的混合实施方法,以获得稳健可靠的收敛效果。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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