Reliable acoustic-emission-based damage clustering in composite adhesive joints with Integrated denoising and confidence metrics

Key Points

• Damage clustering accurately identifies the structural integrity of composite adhesive joints, aiding in safety evaluations.
• Key evidence demonstrates a 30% increase in detection sensitivity after applying integrated denoising techniques.
• Assessment using acoustic emission techniques highlights the importance of confidence metrics for reliable damage identification.
• Results from this technique suggest improved monitoring capabilities in real-world applications, emphasizing potential use in aviation and automotive industries.