Multi-Output Classification of SMAW Process Parameters from Arc Sound Using MFCC and Deep Audio Embeddings
Manual arc welding is highly dependent on operator skill, leading to variability in weld quality and an increased risk of defects; therefore, reliable monitoring methods for Shielded Metal Arc Welding (SMAW) are required, particularly in manual environments where process variability and environmenta...
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| Formaat: | Artigo |
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MDPI AG
2026-06-01
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| Reeks: | Signals |
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| Online toegang: | https://www.mdpi.com/2624-6120/7/3/54 |
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