TY - GEN
T1 - Online Stress Characterization of CFRP Plates Based on Multi-Frequency Lamb Wave Group Delay Feature Fusion
AU - Li, Jiaxin
AU - Tan, Jiubin
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - This paper presents a stress monitoring scheme for carbon fiber-reinforced polymer (CFRP) plates based on the acoustoelastic effect of Lamb waves. The scheme fully integrates redundant information and improves the accuracy of stress characterization. While Lamb waves offer abundant information due to their dispersion characteristics, they also pose challenges for feature extraction. Additionally, the high sampling rate of traditional strategies limits the real-time performance of monitoring systems. To address these issues, a group delay extraction method based on Gaussian pulse fitting is applied. In regions where wavenumber and frequency are approximately linear, the dispersion distortion response under Gaussian excitation is a new Gaussian function, which is the basis of high-precision delay parameter identification. Finally, laboratory experiments are conducted to evaluate the performance. After calibrating the stress coefficients, a tensile test is carried out within the range of (0-150) MPa. The maximum error is 13.2 MPa. The experimental results show that the proposed method can achieve high-accuracy stress characterization.
AB - This paper presents a stress monitoring scheme for carbon fiber-reinforced polymer (CFRP) plates based on the acoustoelastic effect of Lamb waves. The scheme fully integrates redundant information and improves the accuracy of stress characterization. While Lamb waves offer abundant information due to their dispersion characteristics, they also pose challenges for feature extraction. Additionally, the high sampling rate of traditional strategies limits the real-time performance of monitoring systems. To address these issues, a group delay extraction method based on Gaussian pulse fitting is applied. In regions where wavenumber and frequency are approximately linear, the dispersion distortion response under Gaussian excitation is a new Gaussian function, which is the basis of high-precision delay parameter identification. Finally, laboratory experiments are conducted to evaluate the performance. After calibrating the stress coefficients, a tensile test is carried out within the range of (0-150) MPa. The maximum error is 13.2 MPa. The experimental results show that the proposed method can achieve high-accuracy stress characterization.
KW - Acoustoelastic effect
KW - Gaussian Pulse Fitting
KW - Multi-Frequency Lamb waves
KW - Stress monitoring
UR - https://www.scopus.com/pages/publications/85185567453
U2 - 10.1109/SPAWDA60286.2023.10412326
DO - 10.1109/SPAWDA60286.2023.10412326
M3 - 会议稿件
AN - SCOPUS:85185567453
T3 - 2023 17th Symposium on Piezoelectricity, Acoustic Waves, and Device Applications, SPAWDA 2023
BT - 2023 17th Symposium on Piezoelectricity, Acoustic Waves, and Device Applications, SPAWDA 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 17th Symposium on Piezoelectricity, Acoustic Waves, and Device Applications, SPAWDA 2023
Y2 - 10 November 2023 through 12 November 2023
ER -