Fault diagnosis of sensor by chaos particle swarm optimization algorithm and support vector machine.
Chenglin ZhaoXuebin SunSonglin SunTing JiangPublished in: Expert Syst. Appl. (2011)
Keyphrases
- fault diagnosis
- particle swarm optimization algorithm
- support vector machine
- particle swarm optimization
- neural network
- pso algorithm
- expert systems
- convergence speed
- particle swarm
- fuzzy logic
- rotating machinery
- fault detection and diagnosis
- bp neural network
- fault detection
- power transformers
- electronic equipment
- multiple faults
- chemical process
- training data
- operating conditions
- global search
- support vector machine svm
- gas turbine
- analog circuits
- support vector
- differential evolution
- inertia weight
- fault diagnostic
- global optimization
- real time
- rbf neural network
- artificial neural networks
- kernel function
- condition monitoring
- multi sensor information fusion
- tennessee eastman
- feature selection
- computational intelligence
- radial basis function
- multi objective
- decision making
- particle swarm optimizer
- soft computing
- computer simulation
- information fusion
- power plant
- monitoring and fault diagnosis
- support vector regression
- feature vectors