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Detection of flaws in composites from scattered elastic-wave field using an improved μGA and a local optimizer

机译:使用改进的μGA和局部优化器从散射弹性波场中检测复合材料中的缺陷

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摘要

An effective technique for flaw detection of composites is proposed. In this technique, the detection problem is formulated as an optimization problem minimizing the difference between the measured and calculated surface dis- placement response derived from scattered elastic-wave fields. A combined optimization technique of using an im- proved μGA and a local optimizer is developed to solve the optimization problem so as to obtain the flaw parameters defining flaw configurations. Guidelines for implementing the detection technique, including formulation of the ob- jective function of the optimization problem using different error norms, improvement of μGA convergence perfor- mance, switch from μGA to local optimizer in optimization process, and suppression of the effect of noise on detection results, are addressed in detail. Numerical examples are presented to demonstrate the effectiveness and efficiency of the proposed detection technique.
机译:提出了一种有效的复合材料探伤技术。在该技术中,将检测问题公式化为最优化问题,以最小化从散射弹性波场得出的测量和计算的表面位移响应之间的差异。开发了一种使用改进的μGA和局部优化器的组合优化技术来解决优化问题,从而获得定义缺陷配置的缺陷参数。实施检测技术的指南,包括使用不同的误差准则制定优化问题的目标函数,提高μGA收敛性能,在优化过程中从μGA切换到局部优化器以及抑制噪声对系统的影响检测结果,将详细介绍。数值例子表明了所提出的检测技术的有效性和效率。

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