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Machine Learning (ML) making Predictive Maintenance actually "predictive"
Unplanned down times and shut-downs, one of the major challenges industries face when disruptions happen due to an unanticipated break-down event. So plants always rely on preventive maintenance to avoid such occurrences. However , in order to optimize the productivity it is always desirable to have minimal number maintenance schedules. Data driven "predictive analytics" is one of the better options to optimize between maintenance stoppages and risk of unplanned disruptions.
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