Performance Increase on a Production Line
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Project - Data science
The raw mill is used at the beginning of whitewash production to homogenise the quarry stone and reduce it to the appropriate size for calcination (decarbonation). This machine works in difficult conditions and its maintenance is vital. The identification of unusual signals would allow for errors to be avoided.
Analysis of event-rich historical data provides specific thresholds on the measurements of certain sensors that will assess the current situation, trigger alarms if necessary, and suggest the cause of the problem.
Schedule management is facilitated because the alarms involve:
The return on the investment can be estimated in production time :
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