Low energy impact damage detection in CFRP using eddy current pulsed thermography
Source abstract
Abstract
The carbon fiber reinforced polymer (CFRP) is widely used in aircraft and wind turbine blades because of their high strength and low weight. The CFRP is sensitive to impact damage and detecting damages in CFRP is important for ensuring the structural safety. This study is conducted to detect impact damages using eddy current pulsed thermography (ECPT). The impact damages were artificially produced by impact energies of 4 J, 6 J, 8 J and 10 J, respectively. The structural impact damages lead to non-uniform distribution of eddy current in CFRP excited by coil with high frequency alternating current. The eddy current can be represented by heat distribution according to Joule’s law. And the damages also influence the transmission of heat in the CFRP. The change of heat is represented by surface temperature recorded in the form of thermal image sequence by IR camera. Then defects are evaluated by analyzing the heat distribution and patterns in thermal images. In addition, due to the 4 J energy is low, the damage size of the CFRP is small and cannot be observed directly from the original thermal images. In order to distinguish the small defects, a multi-resolution statistical analysis method, employing the wavelet transform combined with principal component analysis (PCA), is used to extract the defective characteristics of impact damage. Through this method, the information of thermal images has been improved to distinguish defects and the detectability of impact energy producing damage are also discussed.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Thermography and Photoacoustic Techniques · Non-Destructive Testing Techniques · Ultrasonics and Acoustic Wave Propagation
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (30)
Show source-provided references
1. Review carbon fibers for composites10.1023/A:1004780301489 ↗
2. Review of condition monitoring of rotating electrical machines10.1049/iet-epa:20070280 ↗
3. The detection of aeronautical defects in situ on composite structures using nondestructive testing10.1016/j.compstruct.2010.10.017 ↗
4. Eddy current holography evaluation of delamination in carbon-epoxy composites
5. Electromagnetic and eddy current NDT: a review
6. NDT of wind turbine blades using adapted ultrasonic and radiographic techniques10.1784/insi.2009.51.9.477 ↗
7. Ultrasonic detection of damage in carbon fibre reinforced plastics10.1177/002199839502900104 ↗
8. Combined laser spot imaging thermography and ultrasonic measurements for crack detection10.1080/10589750701448605 ↗
9. Non-contact detection of impact damage in CFRP composites using millimeter-wave reflection and considering carbon fiber direction10.1016/j.ndteint.2013.03.006 ↗
10. Millimeter wave detection of localized anomalies in the Space Shuttle external fuel tank insulating foam10.1109/TIM.2006.876543 ↗
11. Comparative study of active thermography techniques for the nondestructive evaluation of honeycomb structures10.1080/09349840802366617 ↗
12. Modelling and evaluation of eddy current stimulated thermography10.1080/10589750903242533 ↗
13. Quantitative evaluation of angular defects by pulsed eddy current thermography10.1016/j.ndteint.2010.05.010 ↗
14. Simulation of edge cracks using pulsed eddy current stimulated thermography10.1115/1.4002710 ↗
15. Surface crack detection for carbon fibre reinforced plastic (CFRP) materials using pulsed eddy current thermography10.1109/JSEN.2011.2157492 ↗
16. Impact evaluation in carbon fiber reinforced plastic (CFRP) laminates using eddy current pulsed thermography10.1016/j.compstruct.2013.10.049 ↗
17. Quantitative non-destructive evaluation method for impact damage using current pulsed thermography10.1016/j.compositesb.2013.05.004 ↗
18. Physical interpretation and separation of eddy current pulsed thermography10.1063/1.4790866 ↗
19. Statistical analysis of IR thermographic sequences by PCA10.1016/j.infrared.2004.03.012 ↗
20. Principal component thermography for flaw contrast enhancement and flaw depth characterization in composite structures10.1016/S0263-8223(02)00161-7 ↗
21. Combining PCA-based datasets without retraining of the basis vector set10.1016/j.patrec.2009.08.011 ↗
22. Automatic defect identification of eddy current pulsed thermography using single channel blind source separation10.1109/TIM.2013.2285789 ↗
23. Defect characterization based on heat diffusion using induction thermography testing
24. Zuuner G, Mayr G, hendorfer G. Subsurface defect characterization in pulsed phase in thermography by means of wavelet analysis. In: 2nd International Symposium on NDT in Aerospace. Tu.1.A.2; 2010.
25. Statistical analysis of IR thermographic sequences by PCA10.1016/j.infrared.2004.03.012 ↗
26. He Y, Tian G, Pan M, et al. Tucker Decomposition Based Signal Reconstruction of Pulsed Eddy Current Thermography for Aerospace Composites. In: 18th World Conference on Nondestructive Testing [C]. Durban, South Africa; 2012.
27. Transient-spatial pattern mining of eddy current pulsed thermography using wavelet transform
28. Detection and evaluation of damage in aircraft composites using electromagnetically coupled inductors10.1016/j.compstruct.2015.12.054 ↗
29. Study on flaw detectability of NDT induction thermography technique for laminated CFRP composites10.1051/epjap/2015150360 ↗
30. The ultrasonic polar scan for composite characterization and damage assessment: past, present and future10.3390/app6020058 ↗