Defect Diagnosis in Solid Rocket Motors Using Sensors and Deep Learning Networks

被引：20

作者：

Liu, Dongxu ^{[1
]}

Sun, Lizhi ^{[1
]}

Miller, Timothy C. ^{[2
]}

机构：

[1] Univ Calif Irvine, Dept Civil & Environm Engn, Irvine, CA 92697 USA

[2] US Air Force Res Lab, RQRP Branch, Edwards AFB, CA 93524 USA

来源：

AIAA JOURNAL | 2021年 / 59卷 / 01期

关键词：

D O I：

10.2514/1.J059600

中图分类号：

V [航空、航天];

学科分类号：

08 ; 0825 ;

摘要：

引用

页码：276 / 281

页数：6

共 28 条

[1] Regression convolutional neural network for improved simultaneous EMG control [J].

Ameri, Ali ;

Akhaee, Mohammad Ali ;

Scheme, Erik ;

Englehart, Kevin .

JOURNAL OF NEURAL ENGINEERING, 2019, 16 (03)

[2]

[Anonymous], 2018, PROC ASME CONF SMART

[3] Representation Learning: A Review and New Perspectives [J].

Bengio, Yoshua ;

Courville, Aaron ;

Vincent, Pascal .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 35 (08) :1798-1828

[4]

Brouwer, 47 AIAAASMESAEASEE J, P5957, DOI 10.2514/6.2011-5957

[5] Effect of Ambient Vibration on Solid Rocket Motor Grain and Propellant/Liner Bonding Interface [J].

Cao, Yijun ;

Huang, Weidong ;

Li, Jinfei .

MATERIALS SCIENCE, ENERGY TECHNOLOGY, AND POWER ENGINEERING I, 2017, 1839

[6]

Chelner H., 2003, DAAH0102R099 SMALL B

[7]

Dewey HH, 2018, AEROSP CONF PROC

[8] A review of flaws and damage in space launch vehicles: Motors and engines [J].

Dhital, Dipesh ;

Lee, Jung R. ;

Farrar, Charles ;

Mascarenas, David .

JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES, 2014, 25 (05) :524-540

[9]

Fall A., 2005, 41 AIAA ASME SAE ASE, DOI [10.2514/6.2005-4558, DOI 10.2514/6.2005-4558]

[10] Towards end-to-end pulsed eddy current classification and regression with CNN [J].

Fu, Xin ;

Zhang, Chengkai ;

Peng, Xiang ;

Jian, Lihua ;

Liu, Zheng .

2019 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC), 2019, :298-302

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