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High Precision Detection Method for Delamination Defects in Carbon Fiber Composite Laminates Based on Ultrasonic
Mengyuan Ma1, Hongyi Cao1, Mingshun Jiang1
1School of Control Science and Engineering, Shandong University, Ji'nan 250061, China.
This study introduces a precise signal correlation method for detecting delamination in carbon fiber reinforced plastic (CFRP). The technique accurately identifies defects and their dimensions, simplifying ultrasonic testing.
Area of Science:
- Materials Science
- Non-Destructive Testing
- Signal Processing
Background:
- Carbon fiber reinforced plastic (CFRP) is widely used in various industries.
- Detecting delamination defects in CFRP is crucial for structural integrity.
- Current ultrasonic testing methods can be complex and require significant expertise.
Purpose of the Study:
- To develop a high-precision, convenient method for detecting delamination defects in CFRP.
- To distinguish between defect and non-defect signals using signal correlation.
- To accurately determine the depth and size of defects through imaging.
Main Methods:
- A reference signal is generated from non-defect areas using autocorrelation theory.
- Euclidean distance is employed to differentiate defect and non-defect signals based on correlation results.
- Cubic spline interpolation is utilized for enhanced time-of-flight accuracy.
- The proposed algorithm is validated against ultrasonic phased array C-scan data.
Main Results:
- The signal correlation method successfully distinguishes defect signals from non-defect signals.
- Defect depth and size are accurately presented through image processing.
- Experimental results show less than 4% error in defect size and less than 3% error in depth.
- The method demonstrates effective defect shape presentation and location calculation.
Conclusions:
- Signal correlation offers a novel and effective approach for automatic ultrasonic testing of CFRP.
- This method simplifies defect detection by avoiding complex signal peak tracking and gate setting.
- The proposed technique requires less prior knowledge from inspectors, enhancing usability in automatic ultrasonic testing.
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