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Cluster-Based Approach for Visual Anomaly Detection in Multivariate Welding Process Data Supported by User Guidance

Welding robots are essential in modern manufacturing as they automate hazardous welding tasks, improving productivity and safety while reducing costs. However, a significant portion of the total part costs comes from the manual visual inspection and the rework of robot-welded seams, underlining the importance of proce…