Early fault detection in gearboxes based on support vector machines and multilayer perceptron with a continuous wavelet transform.
Lukasz JedlinskiJózef JonakPublished in: Appl. Soft Comput. (2015)
Keyphrases
- fault detection
- multilayer perceptron
- continuous wavelet transform
- support vector
- radial basis function
- probabilistic neural networks
- vibration signal
- neural network
- fault diagnosis
- artificial neural networks
- industrial processes
- condition monitoring
- back propagation
- feature extraction
- rbf neural network
- neural network model
- fuel cell
- support vector machine
- support vector machine svm
- hidden layer
- power spectrum
- fuzzy logic
- activation function
- basis functions
- feature selection
- real time
- filter bank
- reinforcement learning
- feature set
- computational intelligence
- computer vision
- learning algorithm