An aircraft measures a lot of signals, and the customer was having difficulty examining each sensor by hand.
There are 3 different use cases:
- Training on 2 flights, testing on 2 other flights
- Training on one type of aircraft and testing on another type of aircraft
- Outlier detection (detection of anomalies on a single flight without healthy data)
The customer needed automatic failure detection to enable rapid remeasurement.
DiagFit was used in offline mode to detect anomalies.
100% of anomalies were detected on 3 different use cases, including 2 outside the DiagFit scope. Other anomalies were detected (not seen by the customer).