Research Article
Failure Prediction of Aircraft Equipment Using Machine Learning with a Hybrid Data Preparation Method
Table 3
Description of the selected attributes used in modelling.
| | Description | The full name of the equipment |
| | Flight hours (FH) | The duration flight of the equipment on the aircraft or different aircraft in the selected period | | RM | The number of removals of the equipment in the last 24 months | | UR | The number of unplanned removals of the equipment in the last 24 months | | SR | The number of safe removals of the equipment in the last 24 months | | NF (output) | The number of equipment failures in the last 24 months |
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