A novel hybrid STL-transformer-ARIMA architecture for aviation failure events prediction.
Hang ZengHongmei ZhangJiansheng GuoBo RenLijie CuiJiangnan WuPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- failure prediction
- prediction accuracy
- management system
- exponential smoothing
- event detection
- arima model
- real time
- component failures
- moving average
- prediction algorithm
- software architecture
- event processing
- prediction error
- data sets
- architectural design
- prediction model
- short term
- artificial neural networks
- failure rate
- complex events
- power transformers
- failure detection
- expert systems
- data mining