What is Predictive Maintenance?
Using data and models to forecast component failure before breakdown, so service can be scheduled early.
fails in ~21 days · service booked
Predictive maintenance aims to...
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In real work
Predictive maintenance on spindle 4 flagged bearing wear before the submarine frame lot hit final assembly.
In the illustration
Wear readings tick up, a projection arm sweeps ahead and crosses the limit at day 21, and a service tag clips on now while the bearing still runs.
Build a predictive maintenance model in your engineering tools for brake pads from mileage, driving style and pad sensor data, and tell service which cars need booking this month.
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