Probability based impact localization in plate structures using an error index

数学 计算机科学 算法 测量不确定度 概率密度函数 不确定性传播 统计
作者
Rahim Gorgin,Ziping Wang,Zhanjun Wu,Yu Yang
出处
期刊:Mechanical Systems and Signal Processing [Elsevier BV]
卷期号:157: 107724-
标识
DOI:10.1016/j.ymssp.2021.107724
摘要

Abstract This study presents a Probability based Impact Localization (PIL) method for plate structures. To this aim, an Error Index (EI) is introduced based on the Time of Arrivals (TOAs) of impact induced flexural waves. Due to dispersive characteristic of flexural waves and also presence of noise in real practices, the exact determination of TOAs is complicated and requires the interpretation of signals. This limits the application of impact localization methods for active systems. To overcome this obstacle, a novel TOA prediction method is developed based on the energy of signals till different times. The proposed PIL method has the following advantages: (a) it can be applied to isotropic/anisotropic plate structures; (b) it doesn’t require any signal interpretation, making it attractive for active impact monitoring systems; (c) for anisotropic materials it doesn’t require the accurate knowledge of the wave velocity in all directions of propagation; (d) it doesn’t need a reference database; and (e) it remains effective even in the presence of noise. The accuracy of the proposed PIL method is experimentally assessed by dropping a steel ball on a carbon fibre composite plate with existing piezoelectric transducers that can also be used for other structural health monitoring applications. It is shown that the proposed PIL method is able to highlight impact location on different regions of composite plate even when 20% of sensors are damaged and receive false signals.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
hxs606发布了新的文献求助10
刚刚
lh完成签到,获得积分10
1秒前
1秒前
1秒前
Alien发布了新的文献求助10
1秒前
1秒前
1秒前
mof完成签到,获得积分10
1秒前
绷不住发布了新的文献求助10
1秒前
1秒前
威武安荷发布了新的文献求助20
2秒前
种喜欢的花完成签到 ,获得积分10
2秒前
2秒前
3秒前
wjswift发布了新的文献求助10
4秒前
k8发布了新的文献求助10
4秒前
阿源发布了新的文献求助10
5秒前
橙巧巧和乌霉霉完成签到,获得积分10
5秒前
JamesPei的应助被意外采纳,获得10
5秒前
ybdst发布了新的文献求助10
6秒前
6秒前
xing_xing的应助被li采纳,获得20
6秒前
坚定的平松完成签到,获得积分10
6秒前
wanci的应助被落后书竹采纳,获得10
7秒前
2Z完成签到,获得积分10
7秒前
7秒前
7秒前
7秒前
7秒前
芳纶纤维完成签到 ,获得积分10
8秒前
8秒前
8秒前
SRsora发布了新的文献求助10
8秒前
didihe发布了新的文献求助10
8秒前
Taro发布了新的文献求助10
9秒前
10秒前
领导范儿的应助被Alien采纳,获得10
10秒前
乐乐的应助被zzzzzz采纳,获得10
10秒前
10秒前
12秒前
高分求助中
(应助此贴封号)通过应助OA文献获取积分 10000
Rosenblum, Global Change Biology 800
The Art of Interactive Teaching 600
Computational Chemical Reaction Engineering: Modeling, Simulation, and Design with MATLAB 600
Organizational Behavior 510
Management and the Arts 510
CLSI C56QG Examples of Hemolyzed, Icteric, and Lipemic/Turbid Samples Quick Guide 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 计算机科学 工程类 纳米技术 内科学 物理 有机化学 化学工程 生物化学 复合材料 光电子学 细胞生物学 心理学 量子力学 催化作用 物理化学 电极
热门帖子
关注 科研通微信公众号,转发送积分 7800204
求助须知:如何正确求助?哪些是违规求助? 9335049
关于积分的说明 20471626
捐赠科研通 7391690
什么是DOI,文献DOI怎么找? 3326326
关于科研通互助平台的介绍 2473215
邀请新用户注册赠送积分活动 2344052