航空金属薄板涡流特性优化方法的比较研究

IF 0.6 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
Ben Moussa Oum Salama, Ayad Ahmed Nour El Islam, T. Bouchala
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引用次数: 0

摘要

本文采用确定性和随机反演方法对三种航空金属薄板涡流无损特性进行了研究。该程序是将有限元法与三种优化算法(单纯形法、遗传算法和粒子群算法)相结合,同时确定航空工业中大量使用的Al、Ti和304L不锈钢金属板的导电性、导磁率和厚度。实际上,这些方法的应用表明了每种反演算法的性能。结果,在进行定性和定量比较时,发现单纯形法比遗传算法和粒子群算法更有优势,因为它更快,更稳定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A comparative study of optimization methods for eddy-current characterization of aeronautical metal sheets
This paper presents eddy current non-destructive characterization of three aeronautical metal sheets by deterministic and stochastic inversion methods. This procedure consists of associating the finite element method with three optimization algorithms (Simplex method and genetic and particle swarm algorithms) simultaneously determine electric conductivity, magnetic permeability and thickness of Al, Ti and 304L stainless steel metal sheets largely used in aeronautical industry. Indeed, the application of these methods has shown the performance of each inversion algorithms. As a result, while doing a qualitative and quantitative comparison, it was found that the Simplex method is more advantageous in comparison with genetic and particle swarm algorithms, since it is faster and more stable .
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来源期刊
Facta Universitatis-Series Electronics and Energetics
Facta Universitatis-Series Electronics and Energetics ENGINEERING, ELECTRICAL & ELECTRONIC-
自引率
16.70%
发文量
10
审稿时长
20 weeks
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