A Novel Framework for Robust Bearing Fault Diagnosis: Preprocessing, Model Selection, and Performance Evaluation.
Faisal AlThobianiPublished in: IEEE Access (2024)
Keyphrases
- information fusion
- model selection
- fault diagnosis
- statistical inference
- preprocessing
- cross validation
- hyperparameters
- expert systems
- monitoring and fault diagnosis
- fault detection
- bp neural network
- neural network
- sample size
- machine learning
- feature extraction
- denoising
- electronic equipment
- model selection criteria
- information criterion
- analog circuits
- condition monitoring
- variable selection
- probabilistic model
- fuzzy logic
- parameter estimation
- feature selection
- operating conditions
- selection criterion
- learning algorithm
- gaussian process
- decision making
- rotating machinery
- bayesian model selection
- automatic model selection