Emulsifier fault diagnosis based on back propagation neural network optimized by particle swarm optimization.
Yuesheng WangHao QianDawei ZhenPublished in: ICSAI (2014)
Keyphrases
- fault diagnosis
- back propagation neural network
- particle swarm optimization
- neural network
- bp neural network
- particle swarm
- pso algorithm
- fault detection
- hybrid model
- expert systems
- fuzzy logic
- global optimization
- rbf neural network
- genetic algorithm
- multi objective
- swarm intelligence
- generalization ability
- chemical process
- particle swarm optimization algorithm
- operating conditions
- rbfnn
- artificial neural networks
- neural network model
- particle swarm optimization pso
- power transformers
- monitoring and fault diagnosis
- support vector regression
- multi sensor information fusion
- differential evolution
- ant colony optimization
- multiple faults
- back propagation
- convergence speed
- hybrid algorithm
- feed forward
- radial basis function neural network
- pattern recognition
- optimization method
- metaheuristic
- feature space
- reinforcement learning
- feature extraction
- machine learning