Analog Circuit Soft Fault Diagnosis based on PCA and PSO-SVM.
Jian SunChenghua WangJing SunLei WangPublished in: J. Networks (2013)
Keyphrases
- real time
- fault diagnosis
- analog circuits
- bp neural network
- support vector machine svm
- support vector
- particle swarm optimization pso
- support vector machine
- expert systems
- particle swarm optimization
- neural network
- fault detection
- feature space
- electronic equipment
- feature extraction
- fuzzy logic
- fault detection and diagnosis
- particle swarm optimizer
- pso algorithm
- rbf neural network
- gas turbine
- power transformers
- operating conditions
- feature selection
- low cost
- condition monitoring
- rotating machinery
- face recognition
- optimization algorithm
- bp algorithm
- digital circuits
- monitoring and fault diagnosis
- chemical process
- kernel function
- machine learning
- power plant
- image processing
- genetic algorithm
- dynamical systems
- feature vectors
- support vector regression
- dynamic systems
- knowledge base
- tennessee eastman
- radial basis function