• Laser & Optoelectronics Progress
  • Vol. 60, Issue 2, 0212001 (2023)
Min Ma*, Lang Yu, and Wenru Fan
Author Affiliations
  • College of Electronic Information and Automation, Civil Aviation University of China, Tianjin 300300, China
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    DOI: 10.3788/LOP212643 Cite this Article Set citation alerts
    Min Ma, Lang Yu, Wenru Fan. Detection of Carbon-Fiber-Reinforced Polymer Damage Based on L1/L2 Regularization Electrical Impedance Tomography Algorithm[J]. Laser & Optoelectronics Progress, 2023, 60(2): 0212001 Copy Citation Text show less
    Example of orthogonal CFRP laminate structure
    Fig. 1. Example of orthogonal CFRP laminate structure
    Simulation image reconstruction results of different damage of CFRP laminates
    Fig. 2. Simulation image reconstruction results of different damage of CFRP laminates
    Correlation coefficient histogram of damage reconstruction image
    Fig. 3. Correlation coefficient histogram of damage reconstruction image
    Relative error histogram of damage reconstruction image
    Fig. 4. Relative error histogram of damage reconstruction image
    Data acquisition platform based on digital multimeter
    Fig. 5. Data acquisition platform based on digital multimeter
    Embedded electrode and position indication
    Fig. 6. Embedded electrode and position indication
    Image reconstruction results of damaged specimens under different algorithms
    Fig. 7. Image reconstruction results of damaged specimens under different algorithms
    Table 1. Unconstrained L1/L2 regularization algorithm
    Table 2. L1/L2-constraint regularization algorithm
    ModelCORR
    CGLSTikhonovL1L1/L2L1/L2-constraint
    Model 10.47640.52760.94880.97100.9688
    Model 20.45020.42480.56410.71280.7422
    Model 30.46300.43890.57050.68510.7108
    Model 40.43470.43890.88940.89020.9400
    Model 50.22810.22890.26830.27180.3953
    Table 3. Correlation coefficients of damaged reconstructed images with different algorithms
    ModelRE
    CGLSTikhonovL1L1/L2L1/L2-constraint
    Model 10.58530.44500.19460.19530.1936
    Model 20.58060.57800.45300.25080.2106
    Model 30.53150.57560.57970.30070.2934
    Model 40.64670.63970.24240.20170.1907
    Model 50.81370.88560.76390.68230.6096
    Table 4. Relative error of damaged reconstructed images with different algorithms
    Min Ma, Lang Yu, Wenru Fan. Detection of Carbon-Fiber-Reinforced Polymer Damage Based on L1/L2 Regularization Electrical Impedance Tomography Algorithm[J]. Laser & Optoelectronics Progress, 2023, 60(2): 0212001
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