Predictive maintenance aims to minimize the frequency of maintenance by collecting and analyzing operational data to identify anomalies and behavior patterns which presage equipment failures. Using this methodology, a process can be implemented whereby repair actions can be taken before failures occur, thus avoiding unplanned downtime and unnecessary maintenance costs.