The Use of Predictive Maintenance in the Production Processes

Abstract

Failures are a problem for every company that causes the plant to stop working and thus incur losses. It is therefore obvious that
companies want to eliminate unplanned downtime in the production process. In the wake of the still increasing demands in terms
of productivity and safety requirements, cost reduction, the industry is forced to seek the optimum between economic requirements
and an acceptable level of risk in terms of security. Modern factories equipped with computerized processes and extensive diagnostic
tools often do not use all the information that is collected from the hardware level. It happens that some of the relationships
between events are often overlooked or neglected.
The article presents an approach to increasing machine reliability through predictive data analysis. The assumptions of the predictive
and preventive maintenance methods are presented. The threats and possibilities offered by this methodology implemented in
the production process are presented.