In situ process monitoring of multi-layer deposition in wire arc additive manufacturing (WAAM) process with acoustic data analysis and machine learning - Rahman, Md Arifur; Jamal, Suhaima; Cruz, Meenalosini Vimal; Silwal, Bishal; Taheri, Hossein (International journal of advanced manufacturing technology, 2024)
Keywords: Acoustic emission; Acoustics; Additive manufacturing; Algorithms; Arc deposition; CAE) and Design; Clustering; Computer-Aided Engineering (CAD; Data analysis; Engineering; Industrial and Production Engineering; Machine learning; Manufacturing; Mechanical Engineering; Media Management; Monitoring; Monolayers; Multilayers; Nondestructive testing; Original Article; Signatures; Wire; Wire arc additive manufacturing (WAAM); Signal processing; K-mean clustering; In-situ monitoring; Acoustic; Machine learning