Predictive maintenance
Fix it before it fails.
The model looks for the patterns that came before past failures, and flags vehicles showing the same signs.
Most fleets service vehicles on a fixed schedule, or after something breaks. One wastes parts. The other strands riders.
Maintenance history shows what failed and when. Joined with how each vehicle was used, it becomes possible to spot trouble early and bring a bus in on the agency's terms.
- Question
- Which vehicles are likely to need work soon, and for what?
- Draws on
- Maintenance, vehicle location and charging
- Useful to
- Maintenance planners
- Status
- Planned