Data-driven method embedded physical knowledge for entire lifecycle degradation monitoring in aircraft engines.
Dasheng XiaoZhifu LinAiyang YuKe TangHong XiaoPublished in: Reliab. Eng. Syst. Saf. (2024)
Keyphrases
- data driven
- detection method
- cost function
- prior knowledge
- high precision
- significant improvement
- computationally efficient
- high accuracy
- experimental evaluation
- expert systems
- preprocessing
- clustering method
- real time
- optimization algorithm
- segmentation method
- fully automatic
- optimization method
- classification accuracy
- model selection
- feature set
- computational cost
- dynamic programming
- multiresolution
- pairwise
- genetic algorithm
- data mining