Automated Foreign Object Detection for Carbon Fiber Laminates Using High-Resolution Ultrasound Testing

• Published in: Materials 2024-05, Vol.17 (10), p.2381
• Main Authors: Nargis, Rifat Ara, Pulipati, Daniel P, Jack, David A
• Format: Article
• Language: English
• Subjects: Acoustics; Automation; Carbon fibers; Computed tomography; Crack propagation; CT imaging; Dimensional stability; Edge detection; High resolution; Kapton (trademark); Laminated materials; Laminates; Manufacturing; Manufacturing defects; Medical imaging; Nondestructive testing; Object recognition; Polyimide resins; Strength to weight ratio; Stress concentration; Submerging; Thermal expansion; Tomography; Triangles; Ultrasonic testing; Vibration damping; Waveforms
• ISSN: 1996-1944; 1996-1944
• DOI: 10.3390/ma17102381

Carbon fiber laminates have become popular in the manufacturing industry for their many desirable properties, like good vibration damping, high strength-to-weight ratio, toughness, high dimensional stability, and low coefficient of thermal expansion. During the manufacturing process, undesirable foreign objects, such as peel-ply strips, gloving material, and Kapton film, can be introduced into the part which can lead to a localized weakness. These manufacturing defects can function as stress concentration points and oftentimes cause a premature catastrophic failure. In this study, a method using high-resolution pulse-echo ultrasound testing is employed for the detection and quantification of the dimensions of foreign object debris (FOD) embedded within carbon fiber laminates. This research presents a method to create high-resolution C-scans using an out of immersion tank portable housing ultrasound scanning system, with similar capabilities to that of a full immersion system. From the full-waveform dataset, we extract the FOD depth and planar dimensions with an automatic edge detection technique. Results from several carbon fiber laminates are investigated with embedded foreign objects that are often considered undetectable. Results are presented for FOD identification for two different shapes: circles with diameters ranging from 7.62 mm to 12.7 mm, and 3-4-5 triangles with hypotenuses ranging from 7.6 mm to 12.7 mm. CT imaging is used to confirm proper FOD placement and that the FOD was not damaged or altered during manufacturing. Of importance for the ultrasound inspection results, in every single case studied, the FOD is detected, the layer depth is properly identified, and the typical error is less than 1.5 mm for the primary dimension.