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基因算法支持平面缺陷的定量表征,使用局部共振频率和衰减
Shuang Xu1, Kai Wang2, Honglin Yan1
1School of Aerospace Engineering, Xiamen University, Xiamen 361005, PR China.
Ultrasonics
|August 10, 2025
概括
这项研究引入了一种使用局部缺陷共振 (LDR) 和遗传算法的新方法,以准确测量结构中的圆形缺陷大小和深度. 这促进了复杂设计的非破坏性评估 (NDE).
科学领域:
- 材料科学 材料科学 材料科学
- 机械工程 机械工程
- 超声波是一种超声波.
背景情况:
- 先进的制造使复杂的结构成为可能,增加了对有效的非破坏性评估 (NDE) 的需求.
- 局部缺陷共振 (LDR) 在复杂的薄壁结构中显示出NDE的前景.
- 由于边界确定挑战,现有的LDR方法难以准确的定量缺陷评估.
研究的目的:
- 开发一种基于LDR的新方法,用于精确定量评估圆形缺陷.
- 使用LDR频率和衰减,同时确定缺陷直径和厚度.
- 为了提高复杂结构的NDE的准确性和效率.
主要方法:
- 利用引导式超声波和正常模式扩展来分析缺陷边界的反射.
- 建立缺陷参数 (直径,厚度) 和LDR属性 (频率,衰减率) 之间的关系.
- 使用基因算法从LDR属性对缺陷参数进行反向确定.
主要成果:
- 拟议的方法准确量化圆形缺陷的直径和厚度.
- 数字和实验验证证证实了该方法在板结构中的平底孔上的有效性.
- 在定量缺陷评估的准确性和效率方面取得了显著的改进.
结论:
- 开发的基于LDR的基因算法方法提供了改进的定量缺陷评估.
- 这项研究促进了对复杂结构的近期经验中的LDR应用.
- 这些发现为开发基于LDR的结构性健康监测技术提供了基础.
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