Quality Assessment of RSW Based on Transfer Learning and Imbalanced Multi-Class Classification Algorithm
In automobile manufacturing, the quality assessment of resistance spot welding (RSW) plays a decisive role in the quality and safety of products. Recently, it has become very popular to use machine learning to evaluate the quality of welding nuggets. However, there are two obstacles: data imbalance...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2022-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/9912420/ |