most citedWeldMon: A Cost-effective Ultrasonic Welding Machine Condition Monitoring System

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cs.LG2026

Adaptive Unknown Fault Detection and Few-Shot Continual Learning for Condition Monitoring in Ultrasonic Metal Welding

Ahmadreza Eslaminia, Kuan-Chieh Lu, Klara Nahrstedt +1

Ultrasonic metal welding (UMW) is widely used in industrial applications but is sensitive to tool wear, surface contamination, and material variability, which can lead to unexpecte…