Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM.
Maoyou YeXiaoan YanMinping JiaPublished in: Entropy (2021)
Keyphrases
- monitoring and fault diagnosis
- fault diagnosis
- bp neural network
- support vector machine svm
- support vector
- particle swarm optimization pso
- particle swarm optimization
- expert systems
- pso algorithm
- fault detection
- neural network
- fuzzy logic
- fault detection and diagnosis
- particle swarm optimization algorithm
- support vector machine
- rbf neural network
- rotating machinery
- operating conditions
- power transformers
- optimization algorithm
- knn
- electronic equipment
- condition monitoring
- feature selection
- gas turbine
- kernel function
- analog circuits
- electrical power systems
- bp algorithm
- fault identification
- multi sensor information fusion
- differential evolution
- pid controller
- industrial systems
- chemical process
- global optimization
- hybrid particle swarm optimization
- multiple faults
- genetic algorithm
- evaluation model
- training data
- training set
- feature vectors
- evolutionary algorithm
- simulated annealing
- fault detection and isolation
- ant colony optimization
- probabilistic neural networks
- hybrid algorithm
- power plant