Bearing fault diagnosis based on Alpha-stable distribution feature extraction and SVM classifier.
Brahim ChouriFabrice MonteiroAbbas DandacheMohamed El AroussiRachid SaadanePublished in: ICMCS (2014)
Keyphrases
- fault diagnosis
- svm classifier
- feature extraction
- support vector machine svm
- monitoring and fault diagnosis
- feature vectors
- image classification
- support vector machine
- principle component analysis
- fault detection
- expert systems
- neural network
- electronic equipment
- gas turbine
- support vector
- power transformers
- operating conditions
- feature space
- chemical process
- analog circuits
- fuzzy logic
- feature selection
- fault detection and diagnosis
- multiple faults
- rotating machinery
- bp neural network
- multi sensor information fusion
- kernel function
- pattern recognition
- rbf neural network
- face recognition
- fault identification
- semi supervised
- object recognition
- training set
- radial basis function
- knn
- decision trees
- image features
- condition monitoring
- wavelet transform
- svm classification
- similarity measure
- k nearest neighbor
- extracted features
- gabor filters
- computer vision
- fault diagnostic
- real time