Materials Processing (United States)

Real-Time Diagnosis of Crack Initiation in Aluminum 2024 Sharp Notch Samples Using Acoustic Emission Processing

Abstract This study presents a real-time framework for diagnosing crack initiation in Aluminum 2024-T3 sharp notch samples by integrating acoustic emission (AE) processing with supervised machine learning. To overcome the technical limitations of traditional ex-situ analysis, a m...