Fault prognostics by an ensemble of Echo State Networks in presence of event based measurements.
Mingjing XuPiero BaraldiSameer Al-DahidiEnrico ZioPublished in: Eng. Appl. Artif. Intell. (2020)
Keyphrases
- echo state networks
- fault detection
- recurrent neural networks
- fault diagnosis
- neural network
- multiple faults
- event detection
- health management
- data sets
- neural network ensemble
- classifier ensemble
- ensemble learning
- ensemble methods
- case study
- base classifiers
- random forest
- cross validation
- regression problems
- multi class
- feature ranking
- pruning algorithm
- training set
- reinforcement learning
- learning algorithm