Fault Diagnosis of Aero-engine Gas Path Base on PSO-SVM.
Jin ChiYuanfang LiuDelin LuoLangcai CaoPublished in: CAA SAFEPROCESS (2019)
Keyphrases
- fault diagnosis
- bp neural network
- support vector
- support vector machine svm
- particle swarm optimization pso
- genetic algorithm
- particle swarm optimization
- neural network
- expert systems
- fault detection
- fuzzy logic
- pso algorithm
- support vector machine
- rbf neural network
- gas turbine
- fault detection and diagnosis
- knn
- particle swarm optimization algorithm
- electronic equipment
- operating conditions
- multi sensor information fusion
- machine learning
- chemical process
- monitoring and fault diagnosis
- power transformers
- feature selection
- optimization algorithm
- rotating machinery
- analog circuits
- electrical power systems
- failure diagnosis
- feature vectors
- industrial systems
- hybrid algorithm
- bp algorithm
- multi objective
- kernel function
- fitness function
- pid controller
- power plant
- training set
- multiple faults
- training data
- genetic algorithm ga
- global optimization
- tennessee eastman
- decision making
- convergence speed