Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Machine Learning Techniques for Structural Health Monitoring Read chapter Read first chapter

2020 | OriginalPaper | Chapter

Damage Detection in Laminated Composite Plates Based on Local Frequency Change Ratio Indicator

Authors : S. Khatir, S. Tiachacht, C. Le Thanh, T. Khatir, R. Capozucca, M. Abdel Wahab

Published in: Proceedings of the 13th International Conference on Damage Assessment of Structures

Publisher: Springer Singapore

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This paper presents an application based on Local Frequency Change Ratio (LFCR) for damage assessment of three-layer (0o/90o/0o) laminated composite plates. The indicator is used to help locating single and multiple potential damaged elements. The obtained results indicate that even when increasing damaged elements, LFCR indicator can detect the damage accurately. For more accuracy to prove that the LFCR is much better to identify the damage location in laminated composite, we introduced white Gaussian noise with different levels. The obtained results indicate that even under measurement noise level 2%, the LFCR can identify the actual damage with high precision.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter A Comparative Study of the Behavior of Glass Fiber-Reinforced Polyester Composite Laminates Under Static Loading
next chapter The Impact of the Selected Exploitation Factors on the Adhesive Joints Strength
Literature
1.
Samir, K., et al.: Damage detection in CFRP composite beams based on vibration analysis using proper orthogonal decomposition method with radial basis functions and cuckoo search algorithm. Compos. Struct. 187, 344–353 (2018)CrossRef
2.
Capozucca, R.: Vibration of CFRP cantilever beam with damage. Compos. Struct. 116, 211–222 (2014)CrossRef
3.
Capozucca, R., Bonci, B.: Notched CFRP laminates under vibration. Compos. Struct. 122, 367–375 (2015)CrossRef
4.
Khatir, S., et al.: Structural health monitoring using modal strain energy damage indicator coupled with teaching-learning-based optimization algorithm and isogoemetric analysis. J. Sound Vib. 448, 230–246 (2019)CrossRef
5.
Dahak, M., Touat, N., Benseddiq, N.: On the classification of normalized natural frequencies for damage detection in cantilever beam. J. Sound Vib. 402, 70–84 (2017)CrossRef
6.
Wu, Y., et al.: Numerical and experimental study on crack identification based on the piezoelectric ceramic lead zirconate titanate impedance technology. J. Intell. Mater. Syst. Struct. 30(11), 1706–1716 (2019)CrossRef
7.
Vo-Duy, T., et al.: A two-step approach for damage detection in laminated composite structures using modal strain energy method and an improved differential evolution algorithm. Compos. Struct. 147, 42–53 (2016)CrossRef
8.
Tiachacht, S., et al.: Damage assessment in structures using combination of a modified Cornwell indicator and genetic algorithm. Eng. Struct. 177, 421–430 (2018)CrossRef
9.
Zenzen, R., et al.: A damage identification technique for beam-like and truss structures based on FRF and Bat Algorithm. Comptes Rendus Mécanique 346(12), 1253–1266 (2018)CrossRef
10.
Zenzen, R., et al.: Structural health monitoring of beam-like and truss structures using frequency response and particle swarm optimization. In: Numerical Modelling in Engineering. Springer (2018)
11.
Capozucca, R., Magagnini, E.: Experimental vibration response of homogeneous beam models damaged by notches and strengthened by CFRP lamina. Compos. Struct. 206, 563–577 (2018)CrossRef
12.
Gillich, G.-R., Praisach, Z.-I.: Modal identification and damage detection in beam-like structures using the power spectrum and time–frequency analysis. Signal Process. 96, 29–44 (2014)CrossRef
13.
Shi, Z., Law, S., Zhang, L.: Two stages damage detection in structure based on modal data. In: Proceedings of the 15th International Modal Analysis Conference (1997)
14.
Ferreira, A., Fasshauer, G.: Analysis of natural frequencies of composite plates by an RBF-pseudospectral method. Compos. Struct. 79(2), 202–210 (2007)CrossRef
15.
Liew, K.M., Ng, T.Y., Zhao, X., Reddy, J.N.: Harmonic reproducing kernel particle method for free vibration analysis of rotating cylindrical shells. Comput. Methods Appl. Mech. Eng. 191(37–38), 4141–4157 (2002)CrossRef
16.
Ngo-Cong, D., et al.: Free vibration analysis of laminated composite plates based on FSDT using one-dimensional IRBFN method. Comput. & Struct. 89(1–2), 1–13 (2011)CrossRef
17.
Reddy, J.N.: Mechanics of Laminated Composite Plates and Shells: Theory and Analysis, CRC press (2004)
Metadata
Title
Damage Detection in Laminated Composite Plates Based on Local Frequency Change Ratio Indicator
Authors
S. Khatir
S. Tiachacht
C. Le Thanh
T. Khatir
R. Capozucca
M. Abdel Wahab
Copyright Year
2020
Publisher
Springer Singapore
Book
Proceedings of the 13th International Conference on Damage Assessment of Structures

Print ISBN: 978-981-13-8330-4

Electronic ISBN: 978-981-13-8331-1

Copyright Year: 2020

DOI
https://doi.org/10.1007/978-981-13-8331-1_71

Premium Partners

    Image Credits