Autonomous damage recognition in visual inspection of laminated composite structures using deep learning

Composite Structures ◽

10.1016/j.compstruct.2021.113960 ◽

2021 ◽

Vol 268 ◽

pp. 113960

Author(s):

Sakineh Fotouhi ◽

Farzad Pashmforoush ◽

Mahdi Bodaghi ◽

Mohamad Fotouhi

Keyword(s):

Deep Learning ◽

Composite Structures ◽

Visual Inspection ◽

Laminated Composite ◽

Damage Recognition ◽

Laminated Composite Structures

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Design guidelines for ply drop-off in laminated composite structures

Composites Part B Engineering ◽

10.1016/s1359-8368(00)00038-x ◽

2001 ◽

Vol 32 (2) ◽

pp. 153-164 ◽

Cited By ~ 44

Author(s):

A Mukherjee ◽

B Varughese

Keyword(s):

Composite Structures ◽

Laminated Composite ◽

Design Guidelines ◽

Laminated Composite Structures

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Progressive failure analysis of laminated composite structures

10.2514/6.1997-1186 ◽

1997 ◽

Cited By ~ 11

Author(s):

Eduardo Moas ◽

O. Griffin, Jr. ◽

Eduardo Moas ◽

O. Griffin, Jr.

Keyword(s):

Failure Analysis ◽

Composite Structures ◽

Progressive Failure ◽

Laminated Composite ◽

Progressive Failure Analysis ◽

Laminated Composite Structures

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Part 13: Plates, shells, laminated composite structures, sandwich structures

Research and Applications in Structural Engineering, Mechanics and Computation ◽

10.1201/b15963-162 ◽

2013 ◽

pp. 349-350

Keyword(s):

Composite Structures ◽

Sandwich Structures ◽

Laminated Composite ◽

Laminated Composite Structures

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MS05 – Optimization of laminated composite structures

Engineering Optimization 2014 ◽

10.1201/b17488-172 ◽

2014 ◽

pp. 953-953

Keyword(s):

Composite Structures ◽

Laminated Composite ◽

Laminated Composite Structures

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Ballistic impact performance of laminated composite structures

Periodicals of Engineering and Natural Sciences (PEN) ◽

10.21533/pen.v7i3.700 ◽

2019 ◽

Vol 7 (3) ◽

pp. 1329

Author(s):

Fehim Findik ◽

Erdal Camcı

Keyword(s):

Composite Structures ◽

Laminated Composite ◽

Ballistic Impact ◽

Impact Performance ◽

Laminated Composite Structures

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Problem of the dynamics and stability of laminated composite structures with interphase delamination

Soviet Applied Mechanics ◽

10.1007/bf00887675 ◽

1990 ◽

Vol 26 (12) ◽

pp. 1138-1142

Author(s):

B. L. Pelekh ◽

O. S. Machuga

Keyword(s):

Composite Structures ◽

Laminated Composite ◽

Laminated Composite Structures

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Design of laminated composite structures for optimum fiber direction and layer thickness, using optimality criteria

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-007-0207-2 ◽

2008 ◽

Vol 36 (2) ◽

pp. 159-167 ◽

Cited By ~ 21

Author(s):

Peyman Khosravi ◽

Ramin Sedaghati

Keyword(s):

Layer Thickness ◽

Composite Structures ◽

Laminated Composite ◽

Optimality Criteria ◽

Fiber Direction ◽

Laminated Composite Structures

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Nonlinear Dynamic Response Analysis of Damaged Laminated Composite Structures

Design and Modeling of Mechanical Systems - II - Lecture Notes in Mechanical Engineering ◽

10.1007/978-3-319-17527-0_54 ◽

2015 ◽

pp. 545-552

Author(s):

Saber Mahmoudi ◽

Frédérique Trivaudey ◽

Noureddine Bouhaddi

Keyword(s):

Dynamic Response ◽

Nonlinear Dynamic ◽

Composite Structures ◽

Laminated Composite ◽

Response Analysis ◽

Nonlinear Dynamic Response ◽

Dynamic Response Analysis ◽

Laminated Composite Structures

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Interval prediction of ultimate strength for laminated composite structures using back-propagation neural network

Archive of Applied Mechanics ◽

10.1007/s00419-021-02097-8 ◽

2022 ◽

Author(s):

Yujia Ma ◽

Zhijia Liu ◽

Qinghe Shi ◽

Jiang Liu ◽

Xinyu Geng ◽

...

Keyword(s):

Neural Network ◽

Ultimate Strength ◽

Composite Structures ◽

Back Propagation ◽

Laminated Composite ◽

Back Propagation Neural Network ◽

Interval Prediction ◽

Laminated Composite Structures

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A modified transmissibility indicator and Artificial Neural Network for damage identification and quantification in laminated composite structures

Composite Structures ◽

10.1016/j.compstruct.2020.112497 ◽

2020 ◽

Vol 248 ◽

pp. 112497 ◽

Cited By ~ 4

Author(s):

Roumaissa Zenzen ◽

Samir Khatir ◽

Idir Belaidi ◽

Cuong Le Thanh ◽

Magd Abdel Wahab

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Composite Structures ◽

Damage Identification ◽

Laminated Composite ◽

Laminated Composite Structures ◽

Artificial Neural ◽

Identification And Quantification

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