• Acta Photonica Sinica
  • Vol. 50, Issue 12, 1212004 (2021)
Li ZHENG, Chuang LIU*, Jiaojiao REN, Dandan ZHANG, Lijuan LI, and Jisheng XU
Author Affiliations
  • Key Laboratory of Optoelectronic Measurement and Control and Optical Information Transmission Technology of Ministry of Education, College of Optoelectronic Engineering, Changchun University of Science and Technology, Changchun 130022, China
  • show less
    DOI: 10.3788/gzxb20215012.1212004 Cite this Article
    Li ZHENG, Chuang LIU, Jiaojiao REN, Dandan ZHANG, Lijuan LI, Jisheng XU. Debonding Defect Identification Method for Multi-layer Bonded Structures Based on LDA-CPSO-SVM Optimization[J]. Acta Photonica Sinica, 2021, 50(12): 1212004 Copy Citation Text show less
    References

    [1] V MURASHOV. Identification of areas of absence of adhesive bonding between layers in multilayer structures. Polymer Science, 7, 46-48(2014).

    [2] J LINCOLN, B JACKSON, A BARNES et al. Oxide-oxide ceramic matrix composites-enabling widespread industry adoption. John Wiley & Sons, Inc.(2017).

    [3] S J SANABRIA, P SCHÜTZ, J NEUENSCHWANDER et al. Novel air-coupled ultrasound method for climatic-induced delamination imaging in individual bonding planes of historic glued timber(2013).

    [4] N M CHOWDHURY, J WANG, W K CHIU et al. Static and fatigue testing bolted, bonded and hybrid step lap joints of thick carbon fibre/epoxy laminates used on aircraft structures. Composite Structures, 142, 96-106.5(2016).

    [5] B ITA, C PO, B SP et al. State-of-the art non-destructive techniques for defects detection in nanocomposites foam-core sandwich panels containing carbon nanotubes: IR thermography and microwave imaging. Polymer Testing, 73, 352-358(2019).

    [6] D LAU, Qiwen QIU et al. A novel approach for near-surface defect detection in FRP-bonded concrete systems using laser reflection and acoustic-laser techniques. Construction & Building Materials, 141, 553-564(2017).

    [7] K ZHANG, S LI, Z ZHOU. Detection of disbonds in multi-layer bonded structures using the laser ultrasonic pulse-echo mode. Ultrasonics, 94, 411-418(2019).

    [8] H CHAN, B MASSEREY, P FROMME. High frequency guided ultrasonic waves for hidden fatigue crack growth monitoring in multi-layer model aerospace structures. Smart Material Structures, 24, 025037(2015).

    [9] Q YI, G Y TIAN, B YLMAZ et al. Evaluation of debonding in CFRP-epoxy adhesive single-lap joints using eddy current pulse-compression thermography. Composites Part B Engineering, 107461(2019).

    [10] Shuncong ZHONG. Progress in terahertz nondestructive testing:A review. Frontiers of Mechanical Engineering, 14, 273-281(2019).

    [11] E CRISTOFANI, F FRIEDERICH, S WOHNSIEDLER et al. Non-destructive testing potential evaluation of a THz frequency-modulated continuous-wave imager for composite materials inspection. Optical Engineering, 53, 1709-1717(2014).

    [12] B DAI, P WANG, T Y WANG et al. Improved terahertz nondestructive detection of debonds locating in layered structures based on wavelet transform. Composite Structures, 168, 562-568(2017).

    [13] J REN, L LI, D ZHANG et al. Study on intelligent recognition detection technology of debond defects for ceramic matrix composites based on terahertz time domain spectroscopy. Applied Optics, 55, 7204(2016).

    [14] J ZHANG, J J REN, L J LI et al. THz imaging technique for nondestructive analysis of debonding defects in ceramic matrix composites based on multiple echoes and feature fusion. Optics Express, 28, 19901-19915(2020).

    [15] W S NOBLE. What is a support vector machine?. Nature Biotechnology, 24, 1565-1567(2006).

    [16] S BHATTACHARYA, S SRK, P K R MADDIKUNTA et al. A novel pca-firefly based xgboost classification model for intrusion detection in networks using GPU. Electronics, 9, 219(2020).

    [17] R VARATHARAJAN, G MANOGARAN, M K PRIYAN. A big data classification approach using LDA with an enhanced SVM method for ECG signals in cloud computing. Multimedia Tools and Applications, 77, 10195-10215(2018).

    [18] T FAWCETT. An introduction to ROC analysis. Pattern Recognition Letters, 27, 861-874(2005).

    [19] L DUAN, Hongxin ZHANG, M S KHAN et al. Recognition of motor imagery tasks for BCI using CSP and chaotic PSO twin SVM. The Journal of China Universities of Posts and Telecommunications, 24, 83-90(2017).

    [20] J KENNEDY, R EBERHART. Particle swarm optimization, 4, 1942-1948(2002).

    Li ZHENG, Chuang LIU, Jiaojiao REN, Dandan ZHANG, Lijuan LI, Jisheng XU. Debonding Defect Identification Method for Multi-layer Bonded Structures Based on LDA-CPSO-SVM Optimization[J]. Acta Photonica Sinica, 2021, 50(12): 1212004
    Download Citation