Optional data
Some data, such as the next scheduled maintenance date and date of manufacture, is optional but useful in prescriptive maintenance.
Static equipment attributes
Supply information about each piece of equipment such as the manufacturer and tested load rating. The product uses this information along with operating data to understand why different assets fail at different intervals.
Alarms and other events
Prescriptive Maintenance on Cloud learns which alarms and other events, such as the need for operator intervention, typically precede equipment failure. You can supply any available event data as a single column of data per event. Like the failure flag, event columns feature a true value at any points of time when the event occurred and a false value for periods where no failure ocurred.
Manufactured date
If you provide this value, the product calculates the age of the equipment and learns to what extent failure is correlated with age.