基于图像处理的超高速撞击碎片云的动态建模与损伤估计

曾入; 宋燕; 吕伟臻

doi:10.1631/FITEE.2100049

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基于图像处理的超高速撞击碎片云的动态建模与损伤估计

人工智能在空间环境和航天器中的应用专题 | Updated：2022-05-19

- 基于图像处理的超高速撞击碎片云的动态建模与损伤估计
  Enhanced Publication
- Dynamic modeling and damage analysis of debris cloud fragments produced by hypervelocity impacts via image processing
- 信息与电子工程前沿（英文） 2022年23卷第4期页码：555-570
- Affiliations：
  
  Department of Control Science and Engineering, University of Shanghai for Science and Technology, Shanghai200093, China
- Author bio：
  
  E-mail: zengru_neo@163.com;
  ‡Corresponding author
  E-mail: hala_lwz@163.com
- Funds：
  
  National Natural Science Foundation of China(62073223;51502338;61873305);Natural Science Foundation of Shanghai(18ZR1427100);Open Project of Key Laboratory of Aerospace Flight Dynamics and National Defense Science and Technology(6142210200304);Sichuan Provincial Science and Technology Project(2018JY0410);Mianyang Science and Technology Project(17YFCL004)
- DOI：10.1631/FITEE.2100049
  中图分类号： TP301
- 收稿：2021-01-27，
  
  录用：2021-12-03，
  
  网络出版：2022-03-04，
  
  纸质出版：2022-04
- Accepted：
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曾入, 宋燕, 吕伟臻. 基于图像处理的超高速撞击碎片云的动态建模与损伤估计[J]. 信息与电子工程前沿（英文）, 2022,23(4):555-570.

Ru ZENG, Yan SONG, Weizhen LV. Dynamic modeling and damage analysis of debris cloud fragments produced by hypervelocity impacts via image processing[J]. Frontiers of Information Technology & Electronic Engineering, 2022, 23(4): 555-570.
曾入, 宋燕, 吕伟臻. 基于图像处理的超高速撞击碎片云的动态建模与损伤估计[J]. 信息与电子工程前沿（英文）, 2022,23(4):555-570. DOI： 10.1631/FITEE.2100049.

Ru ZENG, Yan SONG, Weizhen LV. Dynamic modeling and damage analysis of debris cloud fragments produced by hypervelocity impacts via image processing[J]. Frontiers of Information Technology & Electronic Engineering, 2022, 23(4): 555-570. DOI： 10.1631/FITEE.2100049.

摘要

由于难以从实验中获得高质量碎片云图像，对薄板上超高速撞击产生的碎片云进行轨迹建模和有效损伤估计一直是一项具有挑战性的任务。为提高超高速撞击对典型双层板防护结构损伤的估计精度，本文结合传统数值分析结果，利用图像处理技术，研究了连续阴影图中碎片云的分布特征。本文的目标是从图像处理获取的阴影图中提取碎片云的目标运动参数，并构建轨迹模型用来估计损伤。在超高速撞击实验中，我们从超高速序列激光阴影成像设备中获得8个连续阴影图片帧，从中选择4个具有代表性的帧用于后续特征分析。然后，利用去噪和分割等图像处理技术，从连续图像帧中提取特殊碎片特征。在提取的信息基础上，进行碎片图像匹配，并根据匹配的碎片对碎片云的轨迹进行建模。本文方法获得的结果与传统数值推导结果的对比表明，从图像处理中获取超高速撞击实验数据的方法可以为改进数值模拟方法提供关键信息。最后，基于所构建的模型，提出一种改进的后壁损伤估计方法。估计的损坏与后墙实际损坏情况的对比证明了所提模型的有效性。

Abstract

It is always a challenging task to model the trajectory and make an efficient damage estimation of debris clouds produced by hypervelocity impact (HVI) on thin-plates due to the difficulty in obtaining high-quality fragment images from experiments. To improve the damage estimation accuracy of HVIs on a typical double-plate Whipple shield configuration

we investigate the distributive characteristic of debris clouds in successive shadowgraphs using image processing techniques and traditional numerical methods. The aim is to extract the target movement parameters of a debris cloud from the acquired shadowgraphs using image processing techniques and construct a trajectory model to estimate the damage with desirable performance. In HVI experiments

eight successive frames of fragment shadowgraphs are derived from a hypervelocity sequence laser shadowgraph imager

and four representative frames are selected to facilitate the subsequent feature analysis. Then

using image processing techniques

such as denoising and segmentation techniques

special fragment features are extracted from successive images. Based on the extracted information

image matching of debris is conducted and the trajectory of debris clouds is modeled according to the matched debris. A comparison of the results obtained using our method and traditional numerical methods shows that the method of obtaining hypervelocity impact experimental data through image processing will provide critical information for improving numerical simulations. Finally

an improved estimation of damage to the rear wall is presented based on the constructed model. The proposed model is validated by comparing the estimated damage to the actual damage to the rear wall.

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references

Birren F , 1969 . A Grammar of Color (A Basic Treatise on the Color System of Albert H. Munsell) . van Nostrand Reinhold Co. , New York, USA .

Chein CL , Tseng DC , 2011 . Color image echancement with exact HSI color model . Int J Innov Comput Inform Contr , 7 ( 12 ): 6691 - 6710 . doi: 10.1093/imamci/dnr018 http://doi.org/10.1093/imamci/dnr018

Fu R , Shen H , Chen H , 2007 . Research of automatically separating algorithm for overlap cell based on searching concave spot . Comput Eng Appl , 43 ( 17 ): 21 - 23 (in Chinese) .

Hu MK , 1962 . Visual pattern recognition by moment invariants . IRE Trans Inform Theory , 8 ( 2 ): 179 - 187 . doi: 10.1109/TIT.1962.1057692 http://doi.org/10.1109/TIT.1962.1057692

Huang J , Ma ZX , Ren LS , et al ., 2013 . A new engineering model of debris cloud produced by hypervelocity impact . Int J Impact Eng , 56 : 32 - 39 . doi: 10.1016/j.ijimpeng.2012.07.003 http://doi.org/10.1016/j.ijimpeng.2012.07.003

Huang XG , Zhang L , Zhao ZM , et al ., 2012 . Microstructure transformation and mechanical properties of TiC-TiB 2 ceramics prepared by combustion synthesis in high gravity field . Mater Sci Eng A , 553 : 105 - 111 . doi: 10.1016/j.msea.2012.05.099 http://doi.org/10.1016/j.msea.2012.05.099

Huang XG , Zhao ZM , Zhang L , 2013 . Fusion bonding of solidified TiC-TiB 2 ceramic to Ti-6Al-4V alloy achieved by combustion synthesis in high-gravity field . Mater Sci Eng A , 564 : 400 - 407 . doi: 10.1016/j.msea.2012.12.005 http://doi.org/10.1016/j.msea.2012.12.005

Huang XG , Zhao ZM , Zhang L , et al ., 2014 . Microstructure modification and fracture behavior of solidified TiC-TiB 2 ceramic prepared by combustion synthesis in ultra-high gravity field . J Asian Ceram Soc , 2 ( 2 ): 144 - 149 . doi: 10.1016/j.jascer.2014.02.003 http://doi.org/10.1016/j.jascer.2014.02.003

Huang XG , Yin C , Huang J , et al ., 2016 . Hypervelocity impact of TiB 2 -based composites as front bumpers for space shield applications . Mater Des , 97 ( 5 ): 473 - 482 . doi: 10.1016/j.matdes.2016.02.126 http://doi.org/10.1016/j.matdes.2016.02.126

Huang ZH , Leng JS , 2010 . Analysis of Hu's moment invariants on image scaling and rotation . Proc 2 nd Int Conf on Computer Engineering and Technology , p. V7-476 - V7-480 . doi: 10.1109/ICCET.2010.5485542 http://doi.org/10.1109/ICCET.2010.5485542

Jain AK , 2010 . Data clustering: 50 years beyond K -means . Patt Recogn Lett , 31 ( 8 ): 651 - 666 . doi: 10.1016/j.patrec.2009.09.011 http://doi.org/10.1016/j.patrec.2009.09.011

Jayashree RA , 2013 . RGB to HSI color space conversion via MACT algorithm . Proc Int Conf on Communication and Signal Processing , p. 561 - 565 . doi: 10.1109/iccsp.2013.6577117 http://doi.org/10.1109/iccsp.2013.6577117

Kamiyama M , Taguchi A , 2021 . Color conversion formula with saturation correction from HSI color space to RGB color space . IEICE Trans Fundam Electron Commun Comput Sci , E104.A ( 7 ): 1000 - 1005 . doi: 10.1587/transfun.2020EAL2087 http://doi.org/10.1587/transfun.2020EAL2087

Kessler DJ , 1981 . Sources of orbital debris and the projected environment for future spacecraft . J Spacecr Rock , 18 ( 4 ): 357 - 360 . doi: 10.2514/3.57828 http://doi.org/10.2514/3.57828

Kessler DJ , Cour-Palais BG , 1978 . Collision frequency of artificial satellites: the creation of a debris belt . J Geophys Res Space Phys , 83 ( A6 ): 2637 - 2646 . doi: 10.1029/JA083iA06p02637 http://doi.org/10.1029/JA083iA06p02637

Lambert M , 1997 . Hypervelocity impacts and damage laws . Adv Space Res , 19 ( 2 ): 369 - 378 . doi: 10.1016/S0273-1177(97)00027-6 http://doi.org/10.1016/S0273-1177(97)00027-6

Li HX , Tao JL , Lu YG , 2016 . Glass debris cloud contour extend calculation method research under the explosion . J Ordnan Equip Eng , 37 ( 5 ): 129 - 134 (in Chinese) . doi: 10.11809/scbgxb2016.05.031 http://doi.org/10.11809/scbgxb2016.05.031

Li JF , Wang KQ , Zhang D , 2002 . A new equation of saturation in RGB-to-HSI conversion for more rapidity of computing . Proc Int Conf on Machine Learning and Cybernetics , p. 1493 - 1497 . doi: 10.1109/ICMLC.2002.1167456 http://doi.org/10.1109/ICMLC.2002.1167456

Loft K , Price MC , Cole MJ , et al ., 2013 . A new online resource for the hypervelocity impact community and the change of debris cloud impact patterns with impact velocity . Proc Eng , 58 : 508 - 516 . doi: 10.1016/j.proeng.2013.05.058 http://doi.org/10.1016/j.proeng.2013.05.058

Masters BR , Gonzalez RC , Woods RE , 2009 . Book review: digital image processing, third edition . J Biomed Opt , 14 ( 2 ): 029901 . doi: 10.1117/1.3115362 http://doi.org/10.1117/1.3115362

Munsell AH , 1939 . A Color Notation ( 8 th Ed.). Munsell Color Company , Baltimore, USA .

Nishida M , Kato H , Hayashi K , et al ., 2013 . Ejecta size distribution resulting from hypervelocity impact of spherical projectiles on CFRP laminates . Proc Eng , 58 : 533 - 542 . doi: 10.1016/j.proeng.2013.05.061 http://doi.org/10.1016/j.proeng.2013.05.061

Piekutowski AJ , 1993 . Characteristics of debris clouds produced by hypervelocity impact of aluminum spheres with thin aluminum plates . Int J Impact Eng , 14 ( 1-4 ): 573 - 586 . doi: 10.1016/0734-743X(93)90053-A http://doi.org/10.1016/0734-743X(93)90053-A

Summers JL , 1959 . Investigation of High-Speed Impact: Regions of Impact and Impact at Oblique Angles . National Aeronautics and Space Administration , USA .

Teague MR , 1980 . Image analysis via the general theory of moments . J Opt Soc Am , 70 ( 8 ): 920 - 930 . doi: 10.1364/JOSA.70.000920 http://doi.org/10.1364/JOSA.70.000920

Verma PN , Dhote KD , 2018 . Characterising primary fragment in debris cloud formed by hypervelocity impact of spherical stainless steel projectile on thin steel plate . Int J Impact Eng , 120 : 118 - 125 . doi: 10.1016/j.ijimpeng.2018.05.003 http://doi.org/10.1016/j.ijimpeng.2018.05.003

Wang QT , Zhang QM , Huang FL , et al ., 2014 . An analytical model for the motion of debris clouds induced by hypervelocity impact projectiles with different shapes on multi-plate structures . Int J Impact Eng , 74 : 157 - 164 . doi: 10.1016/j.ijimpeng.2014.06.006 http://doi.org/10.1016/j.ijimpeng.2014.06.006

Watson E , Gulde M , Hiermaier S , 2017 . Fragment tracking in hypervelocity impact experiments . Proc Eng , 204 : 170 - 177 . doi: 10.1016/j.proeng.2017.09.770 http://doi.org/10.1016/j.proeng.2017.09.770

Watson E , Maas HG , Schäfer F , et al ., 2018 . Trajectory based 3D fragment tracking in hypervelocity impact experiments . Int Arch Photogramm Remote Sens Spat Inform Sci , XLII-2 : 1175 - 1181 . doi: 10.5194/isprs-archives-XLII-2-1175-2018 http://doi.org/10.5194/isprs-archives-XLII-2-1175-2018

Yin C , Dadras S , Huang XG , et al ., 2019 . Optimizing energy consumption for lighting control system via multivariate extremum seeking control with diminishing dither signal . IEEE Trans Autom Sci Eng , 16 ( 4 ): 1848 - 1859 . doi: 10.1109/TASE.2019.2901432 http://doi.org/10.1109/TASE.2019.2901432

Yin C , Dadras S , Cheng YH , et al ., 2020 . Multidimensional fractional-order Newton-based extremum seeking for online light-energy saving technique of lighting system . IEEE Trans Ind Electron , 67 ( 10 ): 8576 - 8586 . doi: 10.1109/TIE.2019.2950867 http://doi.org/10.1109/TIE.2019.2950867

Zhang Q , Chen Y , Huang F , et al ., 2008 . Experimental study on expansion characteristics of debris clouds produced by oblique hypervelocity impact of LY12 aluminum projectiles with thin LY12 aluminum plates . Int J Impact Eng , 35 ( 12 ): 1884 - 1891 . doi: 10.1016/j.ijimpeng.2008.07.026 http://doi.org/10.1016/j.ijimpeng.2008.07.026

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