A system of impact damage detection for composite material structures by using an intelligent sensor embedded in composite material is described.In the course of signal processing,wavelet transform has the exceptional property of temporal frequency localization, whereas Kohonen artificial neural networks have excellent characteristics of self-learning and fault-tolerance. By combining the merits of abstracting time-frequency domain eigenvalues and improving the ratio of signal to noise in this system,impact damage in composite material can be properly recognized.
参考文献
[1] | Miller G E .Fiber Optic Sensors for Aircraft[J].SPIE Fiber Optic Smart Structures And Skins,1991,1538:178-181. |
[2] | Lee C K .Theory of Laminated Piezoelectric Plates for the Design of Distributed Sensors/ Actuators Part I:Governing Equations and Reciprocal Relationships[J].Journal of the Acoustical Society of America,1990,87(03):1144-1158. |
[3] | Salzano T B;Calder C A .Vibration Measurement in Composite Members Using Embedded Constantan Wire[J].Journal of Intelligent Material Systems and Structures,1992,3(03):536-546. |
[4] | Brignell J;White N.Intelligent Sensor Systems[M].Bristol:IOP Publishing Inc,1994 |
[5] | Qiuzhen Xue;Reddy B.R.S. .Late potential recognition by artificial neural networks[J].IEEE Transactions on Biomedical Engineering,1997(2):132-143. |
[6] | Wang L.;Klein M. .Dynamic reduction of large power systems for stability studies[J].IEEE Transactions on Power Systems: A Publication of the Power Engineering Society,1997(2):889-895. |
[7] | Qin Qianqing;Yang Zhongkai.Practicality Wavelet Analysis[M].西安:西安电子科技大学出版社,1994 |
[8] | LIU Wei;LI Jinping;XIONG Jianhui;PAN Zhongxiao;ZHANG Mao sen .The compression of IR spectra by using wavelet neural network[J].Chinese science bulletin,1997(10):822-825. |
[9] | 吕柏权,李天铎,吕崇德,刘兆辉.一种用于函数学习的小波神经网络[J].自动化学报,1998(04):548-551. |
[10] | 余勇,万德钧.一种基于小波神经网络故障检测方法的仿真研究[J].计算机仿真,2000(01):24-27. |
上一张
下一张
上一张
下一张
计量
- 下载量()
- 访问量()
文章评分
- 您的评分:
-
10%
-
20%
-
30%
-
40%
-
50%