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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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