一种算法用于对复合板材复合材料的多重损伤大小估计
Zhongyan Jin1, Qihong Zhou1, Zeguang Pei1
1College of Mechanical Engineering, Donghua University, Shanghai 201620, China.
Ultrasonics
|November 12, 2024
概括
这项研究引入了一种新的方法,用于使用Lamb波技术定位和测量复合板材中多重损伤的尺寸. 该方法准确地估计了损坏位置和边界,这对于评估复合材料性能至关重要.
科学领域:
- 材料科学 材料科学 材料科学
- 机械工程 机械工程
- 非破坏性测试是指非破坏性测试.
背景情况:
- 复合材料损坏的精确定位和尺寸估计对于评估材料性能至关重要.
- 现有的方法在精确识别多个损伤地点及其范围方面面临挑战.
研究的目的:
- 开发和验证一种新的方法来估计复合板材中多重损坏的尺寸.
- 通过使用Lamb波技术来提高损害定位和边界识别的准确性.
主要方法:
- 激发Lamb波的纯A0模式以减轻分散和多模式效应.
- 使用贝叶斯混合本地化算法,结合损害重建和修改的延迟和总和 (MDAS) 进行损害识别.
- 采用适应高斯混合模型 (基于AIC和BIC) 来完善损伤边界点并删除异常值.
主要成果:
- 该方法成功地在复合板材中识别和定位了多个损伤部位.
- 通过对已识别的点进行凸起的包裹,可以准确地估计损伤边界.
- 数字模拟和实验验证证证实了该方法的有效性.
结论:
- 拟议的基于Lamb波的技术提供了一个准确可靠的方法,用于复合板材的多损伤定位和尺寸估计.
- 这种方法为改进复合性能评估和结构健康监测提供了显著的潜力.
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