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Article
Tool wear monitoring in ultrasonic welding using high-order decomposition
Ultrasonic welding has been used for joining lithium-ion battery cells in electric vehicle manufacturing. The geometric profile change of tool shape significantly affects the weld quality and should be monitor...
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Article
Automatic feature extraction of waveform signals for in-process diagnostic performance improvement
In this paper, a new methodology is presented for develo** a diagnostic system using waveform signals with limited or with no prior fault information. The key issues studied in this paper are automatic fault...