Faults diagnosis of a centrifugal pump using multilayer perceptron genetic algorithm back propagation and support vector machine with discrete wavelet transform-based feature extraction.
Maamar Al TobiGeraint BevanPeter WallaceDavid HarrisonKenneth Eloghene OkeduPublished in: Comput. Intell. (2021)
Keyphrases
- back propagation
- multilayer perceptron
- condition monitoring
- fault diagnosis
- neural network
- genetic algorithm
- support vector machine
- fault detection
- feature extraction
- fuzzy logic
- artificial neural networks
- multi layer neural network
- radial basis function neural network
- feature vectors
- support vector machine svm
- feed forward
- hidden layer
- feature selection
- training algorithm
- radial basis function
- bp neural network
- bp algorithm
- feed forward neural networks
- feature space
- neural nets
- support vector
- pattern recognition
- expert systems
- backpropagation algorithm
- knn
- feedforward neural networks
- radial basis
- activation function
- k nearest neighbor
- pattern classification
- extreme learning machine
- neural network model
- training set
- rbfnn
- image processing
- multi layer perceptron
- fuzzy sets
- learning algorithm
- artificial intelligence
- particle swarm optimization
- training data
- extracted features
- face recognition
- fuzzy neural network
- rbf network
- rbf neural network
- support vector regression
- recurrent neural networks
- decision making