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Showing 1 to 1 of 1 for “"Ultrasonic Metal Welding, Machine Learning, Smart Manufacturing, Predictive Maintenance"”.
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Online tool condition monitoring for ultrasonic metal welding via sensor fusion and machine learning
Ultrasonic metal welding (UMW) is an important manufacturing process used for joining multi-layer, thin and conductive metals. In UMW, tool wear significantly affects the weld quality and tool maintenance constitues a substantial part of production cost. Thus, tool condition monitoring (TCM) is …