Abstract
Delamination is one of the most common damages in laminated composite structures. This damage is usually created during manufacturing. Therefore, delamination detection is essential to prevent structural failure in operational conditions. This study proposes a new delamination detection technique by combining the one-dimensional and two-dimensional discrete wavelet transforms. Since delamination is boundary damage, differentiation of its boundaries is significant, but challenging, and the conventional two-dimensional wavelet transformations have weaknesses in overcoming this challenge in some cases. The main idea of the proposed technique is to combine the ability of one-dimensional discrete wavelet transform with two-dimensional discrete wavelet transform to increase the accuracy of delamination detection. Findings show that the proposed technique can significantly improve delamination detection accuracy.
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References
He K, Hoa SV, Ganesan R (2000) The study of tapered laminated composite structures: a review. Compos Sci Technol 60(14):2643–2657
Nikbakt S, Kamarian S, Shakeri M (2018) A review on optimization of composite structures part I: laminated composites. Compos Struct 195:158–185
Karama M, Afaq KS, Mistou S (2003) Mechanical behaviour of laminated composite beam by the new multi-layered laminated composite structures model with transverse shear stress continuity. Int J Solids Struct 40(6):1525–1546
Williams KV, Vaziri R, Poursartip A (2003) A physically based continuum damage mechanics model for thin laminated composite structures. Int J Solids Struct 40(9):2267–2300
Sridharan S (ed) (2008) Delamination behaviour of composites. Elsevier
Mi Y, Crisfield MA, Davies GAO, Hellweg HB (1998) Progressive delamination using interface elements. J Compos Mater 32(14):1246–1272
Iarve EV, Gurvich MR, Mollenhauer DH, Rose CA, Dávila CG (2011) Mesh-independent matrix cracking and delamination modeling in laminated composites. Int J Numer Meth Eng 88(8):749–773
Valdes SD, Soutis C (1999) Delamination detection in composite laminates from variations of their modal characteristics. J Sound Vib 228(1):1–9
Swann C, Chattopadhyay A (2006) Optimization of piezoelectric sensor location for delamination detection in composite laminates. Eng Optim 38(5):511–528
Shoja S, Berbyuk V, Boström A (2018) Delamination detection in composite laminates using low frequency guided waves: numerical simulations. Compos Struct 203:826–834
Okabe Y, Fujibayashi K, Shimazaki M, Soejima H, Ogisu T (2010) Delamination detection in composite laminates using dispersion change based on mode conversion of lamb waves. Smart Mater Struct 19(11):115013
Tong H, Pan J, Singh HK, Luo W, Zhang Z, Hui D (2021) Delamination detection in composite laminates using improved surrogate-assisted optimization. Compos Struct 277:114622
Yang C, Oyadiji SO (2017) Delamination detection in composite laminate plates using 2D wavelet analysis of modal frequency surface. Comput Struct 179:109–126
Hein H, Feklistova L (2011) Computationally efficient delamination detection in composite beams using Haar wavelets. Mech Syst Signal Process 25(6):2257–2270
Yan YJ, Yam LH (2004) Detection of delamination damage in composite plates using energy spectrum of structural dynamic responses decomposed by wavelet analysis. Comput Struct 82(4–5):347–358
Saadatmorad M, Jafari-Talookolaei RA, Pashaei MH, Khatir S (2021) Damage detection on rectangular laminated composite plates using wavelet based convolutional neural network technique. Compos Struct 278:114656
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Saadatmorad, M., Jafari-Talookolaei, RA., Pashaei, MH., Khatir, S., Abdel Wahab, M. (2023). Delamination Detection of Rectangular Laminated Composite Plates by Combining the One-Dimensional and Two-Dimensional Discrete Wavelet Transforms. In: Abdel Wahab, M. (eds) Proceedings of the 10th International Conference on Fracture Fatigue and Wear. Lecture Notes in Mechanical Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-19-7808-1_5
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DOI: https://doi.org/10.1007/978-981-19-7808-1_5
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