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ANOMALY DETECTION ON PAPER MANUFACTURING LINE
When an anomaly is detected, stopping the manufacturing line by signaling PLCs before a paper break occurs
Sector:
Paper Products Manufacturing
Solution used:
Dataguess Project Studio
Customer Needs and Problems
• Hole, burst, paper fold not opening, tension, winding, short pipe, pipe blocking
• Functional failures, downtime failures, quality problems
Implemented solution
During the data collection process, data was collected from more than one line, depending on machine downtime. After collecting images and processing data from 8 different units, and performing the necessary analyses, the models were commissioned at various points.
Project Results
Errors that triggered paper breakage and rewinding were detected in advance, and downtime was prevented by slowing down the machine's speed or stopping the machine. Thus, production losses were prevented.
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