Particle swarm optimisation-based support vector machine for intelligent fault diagnosis.
Huawang ShiPublished in: Int. J. Comput. Appl. Technol. (2012)
Keyphrases
- fault diagnosis
- particle swarm optimisation
- support vector machine
- industrial systems
- neural network
- optimization algorithm
- fault detection
- optimisation problems
- expert systems
- pso algorithm
- genetic algorithm ga
- fuzzy logic
- rbf neural network
- bp neural network
- intelligent systems
- particle swarm optimization
- operating conditions
- support vector machine svm
- fitness function
- search capabilities
- monitoring and fault diagnosis
- multi sensor information fusion
- support vector
- chemical process
- global optimization
- bp algorithm
- optimal parameters
- evolution strategy
- global search
- support vector regression
- feature vectors
- decision making
- feature selection
- machine learning
- premature convergence
- convergence speed
- simulated annealing
- training data
- genetic algorithm