Wavelet transformation based damage feature extraction ofhypervelocity impact acoustic emission signalon honeycomb core sandwich

Liu Yuan; Pang Baojun; Chi Runqiang; Cao Wuxiong; Zhang Zhiyuan

doi:10.11883/1001-1455(2017)05-0785-08

Volume 37 Issue 5

Jul. 2017

Turn off MathJax

Article Contents

Abstract

References

Article Navigation > Explosion And Shock Waves > 2017 > 37(5): 785-792

ZHANG Ji-chun, XIAO Qing-hua, XIA Zhen-rong. On composition and structure of intelligent system for tunnel blasting design[J]. Explosion And Shock Waves, 2007, 27(5): 455-460. doi: 10.11883/1001-1455(2007)05-0455-06

Citation:

Liu Yuan, Pang Baojun, Chi Runqiang, Cao Wuxiong, Zhang Zhiyuan. Wavelet transformation based damage feature extraction ofhypervelocity impact acoustic emission signalon honeycomb core sandwich[J]. Explosion And Shock Waves, 2017, 37(5): 785-792. doi: 10.11883/1001-1455(2017)05-0785-08

Citation:

PDF( 2295 KB)

Wavelet transformation based damage feature extraction ofhypervelocity impact acoustic emission signalon honeycomb core sandwich

doi: 10.11883/1001-1455(2017)05-0785-08

Hypervelocity Impact Research Center, Harbin Institute of Technology, Harbin 150080, Heilongjiang, China

Received Date: 2016-01-20
Rev Recd Date: 2016-04-24
Publish Date: 2017-09-25

Abstract

Abstract

In this work, a hypervelocity impact acoustic emission signal feature extraction method was proposed to detect damages experienced by the honeycomb core sandwich structure impacted by space debris by using hypervelocity impact acoustic emission signals. Varieties of hypervelocity impact acoustic emission signals were obtained through experiments based on the hypervelocity impact acoustic emission on the aluminum honeycomb core sandwich, their time-frequencies and the modes of the waves on the honeycomb plate were analyzed, the modes of the signals were differentiated, and the wavelet energy fraction and entropy were calculated, both by using the Daubechies wavelet decomposition, with the relationship between these parameters and the damage delineated and the contribution of each parameter gauged by the Kruskal-Wallis test. The results show that, to a certain degree, the wavelet energy fraction and the entropy of information are able to identify the damage patterns. Specifically, the energy fraction with a frequency above 250 kHz exhibits a better identifying capability, while signals of a lower frequency out of the ultrasonic range exert disturbance on the damage identification.
- hypervelocity impact,
- acoustic emission,
- wavelet transformation,
- honeycomb core sandwich,
- damage pattern,
- Kruskal-Wallis test

FullText(HTML)

References(16)

References

[1]	Upper stage explosion places LEO satellites at risk[J/OL]. Orbital Debris Quarterly News, 2013, 17(1): 8[2016-04-24]. https://orbitaldebris.jsc.nasa.gov/quarterly-news/pdfs/odqnv17i1.pdf.
[2]	Liou J C, Giovane F, Corsaro R, et al. LAD-C: A large area debris collector on the ISS[C]//36th COSPAR Scientific Assembly. Beijing, China, 2006: 36.
[3]	Prosser W H, Madaras E I. Distributed impact detector system (DIDS) health monitoring system evaluation[R]. Hampton: Langley Research Center, 2010.
[4]	Spencer G, Schäfer F, Tanaka M, et al. Design and initial calibration of micrometeoroid space debris detector (MDD)[C]//Proceedings of the 4th European Conference on Space Debris. Darmstadt, Germany: ESA, 2005: 18-20.
[5]	刘武刚, 庞宝君, 韩增尧, 等.基于小波分析技术的高速撞击声发射源定位[J].高技术通讯, 2009, 19(2):181-187. http://d.old.wanfangdata.com.cn/Periodical/gjstx98200902013 Liu Wugang, Pang Baojun, Han Zengyao, et al. Acoustic emission detection and location for hypervelocity impacts based on wavelet transform[J]. Chinese High Technology Letters, 2009, 19(2):181-187. http://d.old.wanfangdata.com.cn/Periodical/gjstx98200902013
[6]	Liu Z D, Pang B J. A method based on acoustic emission for locating debris cloud impact[C]//4th International Conference on Experimental Mechanics. 2009: 7522.
[7]	张凯, 庞宝君, 林敏.碎片云撞击声发射信号能量特征小波包分析[J].振动与冲击, 2012, 31(12):125-128. http://d.old.wanfangdata.com.cn/Periodical/zdycj201212025 Zhang Kai, Pang Baojun, Lin Min. Wavelet packet analysis for acoustic emission signals caused by debris cloud impact[J]. Journal of Vibration and Shock, 2012, 31(12):125-128. http://d.old.wanfangdata.com.cn/Periodical/zdycj201212025
[8]	熊秋鹏.基于神经网络技术的空间碎片损伤模式识别研究[D].哈尔滨: 哈尔滨工业大学, 2012.
[9]	Taylar E M, Glanville J P, Clegg R A, et al. Hypervelocity impact on spacecraft honeycomb: Hydrocode simulation and damage laws[J]. International Journal of Impact Engineering, 2003, 29(1):691-702.
[10]	Nia A A, Razavi S B, Majzoobi H H. Ballistic limit determination of aluminum honeycombs: Experimental study[J]. Materials Science and Engineering A, 2008, 488(1):273-280. http://d.old.wanfangdata.com.cn/NSTLQK/NSTL_QKJJ027439541/
[11]	Liu Y, Pang B J, Jia B, et al. Modal acoustic emission based location method in honeycomb core sandwich structure[C]//Sixth European Conference on Space Debris. 2013: 183.
[12]	Chakraborty N, Rathod V T, Mahapatra D R, et al. Guided wave based detection of damage in honeycomb core sandwich structures[J]. NDT & E International, 2012, 47(7):27-33.
[13]	唐颀.高速撞击板波特性与声发射空间碎片在轨感知技术[D].哈尔滨: 哈尔滨工业大学, 2008. http://cdmd.cnki.com.cn/Article/CDMD-10213-2009223857.htm
[14]	刘武刚.基于声发射的空间碎片在轨撞击感知技术研究[D].哈尔滨: 哈尔滨工业大学, 2008.
[15]	Rosso O A, Blanco S, Yordanova J, et al. Wavelet entropy: A new tool for analysis of short duration brain electrical signals[J]. Journal of Neurosci Methods, 2001, 105(1):65-75. doi: 10.1016/S0165-0270(00)00356-3
[16]	向明江.屏舱声发射信号耦合对在轨感知系统定位的影响研究[D].哈尔滨: 哈尔滨工业大学, 2011. http://cdmd.cnki.com.cn/Article/CDMD-10213-1012002331.htm

Relative Articles

[1]	QIAN Bingwen, ZHOU Gang, CHEN Chunlin, MA Kun, LI Yishuo, GAO Pengfei, YIN Lixin. Measurement and analysis of stress waves in concrete target under hypervelocity impact[J]. Explosion And Shock Waves. doi: 10.11883/bzycj-2024-0181
[2]	REN Siyuan, WU Qiang, ZHANG Pinliang, SONG Guangming, CHEN Chuan, GONG Zizheng, LI Zhengyu. A study of damage characteristics caused by hypervelocity impact of reactive projectile on the honeycomb sandwich panel double-layer structure[J]. Explosion And Shock Waves, 2024, 44(7): 073302. doi: 10.11883/bzycj-2023-0272
[3]	ZHOU Zhixuan, WANG Mafa, LI Junling, MA Zhaoxia. Crater characteristics of carbon fiber/epoxy composite under hypervelocity impact in the velocity range from 3.0 km/s to 6.5 km/s[J]. Explosion And Shock Waves, 2022, 42(8): 083301. doi: 10.11883/bzycj-2021-0251
[4]	MA Kun, LI Mingrui, CHEN Chunlin, SHEN Zikai, ZHOU Gang. The application of a modified constitutive model of metals in the simulation of hypervelocity impact[J]. Explosion And Shock Waves, 2022, 42(9): 091406. doi: 10.11883/bzycj-2021-0315
[5]	LIAO Huming, LI Bo, FAN Jiang, JIAO Lixin, YU Shuaichao, LIN Jianyu, PEI Xiaoyang. OTM analysis of debris cloud under hypervelocity impact[J]. Explosion And Shock Waves, 2022, 42(10): 103301. doi: 10.11883/bzycj-2021-0275
[6]	ZHANG Chi, LIU Kai, LI Haitao, MEI Zhiyuan, ZHENG Xinying. Study on the characterization method and mode map of overall damage of typical warship structures subjected to underwater explosions[J]. Explosion And Shock Waves, 2022, 42(6): 065101. doi: 10.11883/bzycj-2021-0200
[7]	WU Qiang, ZHANG Qingming, GONG Zizheng, REN Siyuan, LIU Hai. Experimental investigation into performances of an active Whipple shield against hypervelocity impact[J]. Explosion And Shock Waves, 2021, 41(2): 021406. doi: 10.11883/bzycj-2020-0266
[8]	CHI Runqiang, DUAN Yongpan, PANG Baojun, CAI Yuan. Effects of gas pressure on the front wall damage of pressure vessel impacted by hypervelocity projectile[J]. Explosion And Shock Waves, 2021, 41(2): 021404. doi: 10.11883/bzycj-2020-0310
[9]	FAN Jiang, YUAN Yuan, LIAO Huming, YUAN Qinghao, CHEN Gaoxiang, LI Bo. Numerical simulation of Whipple shield hypervelocity impact based on optimal transportation meshfree method[J]. Explosion And Shock Waves, 2020, 40(7): 074201. doi: 10.11883/bzycj-2019-0241
[10]	QIAN Bingwen, ZHOU Gang, LI Jin, LI Yunliang, ZHANG Dezhi, ZHANG Xiangrong, ZHU Yurong, TAN Shushun, JING Jiyong, ZHANG Zidong. Penetration depth of hypervelocity tungsten alloy projectile penetrating concrete target[J]. Explosion And Shock Waves, 2019, 39(8): 083301. doi: 10.11883/bzycj-2019-0141
[11]	Jia Guzhai, Ha Yue, Pang Baojun, Guan Gongshun, Zu Shiming. Ballistic limit and damage properties of basalt/Kevlar stuffed shield[J]. Explosion And Shock Waves, 2016, 36(4): 433-440. doi: 10.11883/1001-1455(2016)04-0433-08
[12]	Pei Shan-bao, Liu Rong-zhong, Guo Rui. Analysis of characteristics of sequential underwater explosion sound signal based on wavelet transform[J]. Explosion And Shock Waves, 2015, 35(4): 520-526. doi: 10.11883/1001-1455(2015)04-0520-07
[13]	WANG Qi-Sheng, WAN Guo-Xiang, LI Xi-Bing. Acoustic emission experiment of rock failure under coupled static-dynamic load[J]. Explosion And Shock Waves, 2010, 30(3): 247-253. doi: 10.11883/1001-1455(2010)03-0247-07
[14]	ZHONG Guo-sheng, FANG Ying-guang, GU Ren-guo, ZHAO Kui. Safety assessment of structures by blasting vibration based on wavelet analysis[J]. Explosion And Shock Waves, 2009, 29(1): 35-40. doi: 10.11883/1001-1455(2009)01-0035-06
[15]	ZHANG Wei, MA Wen-lai, GUAN Gong-shun, PANG Bao-jun. Numerical simulation of non-spherical projectiles hypervelocity impact on spacecraft shield configuration[J]. Explosion And Shock Waves, 2007, 27(3): 240-245. doi: 10.11883/1001-1455(2007)03-0240-06
[16]	YAN Jun-wei, LONG Yuan, FANG Xiang, ZHOU Chun-hua. Analysis on features of energy distribution for blasting seismic wave based on wavelet transform[J]. Explosion And Shock Waves, 2007, 27(5): 405-410. doi: 10.11883/1001-1455(2007)05-0405-06
[17]	ZHONG Guo-sheng, XU Guo-yuan, XIONG Zheng-ming. Application research of the energy analysis method for blasting seismic signals based on wavelet transform[J]. Explosion And Shock Waves, 2006, 26(3): 222-227. doi: 10.11883/1001-1455(2006)03-0222-06
[18]	JIA Guang-hui, HUANG Hai, HU Zhen-dong. Simulation analyse of hypervelocity impact perforation[J]. Explosion And Shock Waves, 2005, 25(1): 47-53. doi: 10.11883/1001-1455(2005)01-0047-07
[19]	LIN Da-chao, BAI Chun-hua. Analysis of blast vibration characteristics by using discretization of continuous wavelet transform[J]. Explosion And Shock Waves, 2005, 25(5): 430-436. doi: 10.11883/1001-1455(2005)05-0430-07
[20]	GUAN Gong-shun, PANG Bao-jun, HA Yue, ZHANG Wei. Experimental investigation of high-velocity impact on aluminum alloy Whipple shield[J]. Explosion And Shock Waves, 2005, 25(5): 461-466. doi: 10.11883/1001-1455(2005)05-0461-06