Car assembly line fault diagnosis based on triangular fuzzy Gaussian support vector classifier machine and modified genetic algorithm.
Qi WuZhonghua NiPublished in: Expert Syst. Appl. (2011)
Keyphrases
- fault diagnosis
- support vector
- fuzzy logic
- assembly line
- genetic algorithm
- production line
- neural network
- fuzzy sets
- membership functions
- support vector machine
- fuzzy rules
- expert systems
- soft computing
- fuzzy classifier
- fault detection
- feature selection
- manufacturing systems
- beam search
- operating conditions
- processing times
- condition monitoring
- bp neural network
- evolutionary algorithm
- chemical process
- kernel function
- classification accuracy
- multiple objectives
- fitness function
- genetic algorithm ga
- fuzzy classification
- fuzzy inference
- evolutionary computation
- precedence constraints
- multi sensor information fusion
- fuzzy clustering
- production system
- training data
- radial basis function
- fuzzy neural network
- vibration signal
- computational intelligence
- multi objective
- fuzzy numbers
- decision making
- fuzzy theory
- feature space
- feature set
- multistage
- parallel machines
- training set
- search algorithm
- ant colony optimization
- optimization method
- monitoring and fault diagnosis
- machine learning