超声波传感器
激光器
非线性系统
声学
特征(语言学)
材料科学
Bhattacharyya距离
光学
可视化
维数(图论)
嵌入
计算机科学
物理
人工智能
数学
语言学
量子力学
哲学
纯数学
作者
Peipei Li,Ab Wahab Nazirah,Hoon Sohn
出处
期刊:Ultrasonics
[Elsevier]
日期:2016-07-01
卷期号:69: 248-258
被引量:50
标识
DOI:10.1016/j.ultras.2016.03.013
摘要
Laser ultrasonic techniques have been widely investigated due to its high spatial resolution and capacity for remote and noncontact measurement. In this study, the laser induced ultrasonic wave on an aluminum plate is simulated, and a nonlinear feature is used to detect a micro crack introduced in the plate model. A multi-physics simulation is conducted and optimized considering the effect of thermal diffusion. A nonlinear feature, called Bhattacharyya Distance (BD), is calculated to show the crack-induced geometric difference among the state space attractors obtained from closely spaced measurement points near the crack. First, a 3D model is built, and its simulation result is compared with an experiment performed using a noncontact laser ultrasonic measurement system. Then, by creating a micro crack in the model, BD is extracted and the crack is successfully detected and visualized. Finally, the effects of BD parameters, such as embedding dimension and frequency band, on damage visualization are investigated.
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