Ranked feature-based data-driven bearing fault diagnosis using support vector machine and artificial neural network.
Amit MathurPradeep KumarSuraj Prakash HarshaPublished in: J. Syst. Control. Eng. (2023)
Keyphrases
- fault diagnosis
- data driven
- artificial neural networks
- support vector machine
- monitoring and fault diagnosis
- neural network
- bp neural network
- radial basis function
- expert systems
- fault detection
- rbf neural network
- fault detection and diagnosis
- bp algorithm
- operating conditions
- multi layer perceptron
- back propagation
- gas turbine
- training data
- electrical power systems
- fuzzy logic
- fault diagnostic
- condition monitoring
- support vector
- multi sensor information fusion
- multiple faults
- chemical process
- machine learning
- analog circuits
- fault identification
- electronic equipment
- power transformers
- rotating machinery
- feature vectors
- multilayer perceptron
- genetic algorithm
- feature selection
- training set
- support vector machine svm
- industrial systems
- neural network model
- support vector regression
- fault tree
- kernel function
- computational intelligence
- fault detection and isolation
- control system
- steam turbine
- feature space