A novel neural-network approach of analog fault diagnosis based on kernel discriminant analysis and particle swarm optimization.
Yingqun XiaoLianggui FengPublished in: Appl. Soft Comput. (2012)
Keyphrases
- fault diagnosis
- particle swarm optimization
- neural network
- kernel discriminant analysis
- analog circuits
- discriminant analysis
- pso algorithm
- bp neural network
- multi class
- fuzzy logic
- linear discriminant analysis
- expert systems
- dimensionality reduction
- fault detection
- multi objective
- face recognition
- particle swarm optimization pso
- multiple faults
- multi sensor information fusion
- kernel trick
- genetic algorithm
- neural network model
- kernel function
- rbf neural network
- operating conditions
- pattern recognition
- power transformers
- back propagation
- kernel learning
- artificial neural networks
- chemical process
- radial basis function
- model selection
- multiscale
- monitoring and fault diagnosis
- data mining