Sensorless intelligent classifier of tool condition in a CNC milling machine using a SOM supervised neural network.
Georgina Mota-ValtierraLuis Alfonso Franco-GascaGilberto Herrera RuizPublished in: Int. J. Artif. Intell. Soft Comput. (2011)
Keyphrases
- neural network
- self organizing maps
- tool wear
- learning vector quantization
- unsupervised learning
- feature selection
- kohonen self organizing map
- fuzzy artmap
- machining processes
- cutting tool
- feed rate
- learning algorithm
- supervised learning
- soft computing
- probabilistic neural network
- competitive learning
- supervised training
- input data
- svm classifier
- supervised classification
- sufficient conditions
- training data
- genetic algorithm
- training samples
- neural gas
- pattern recognition
- nearest neighbour
- training process
- neural networks and genetic algorithms
- feature maps
- multi layer perceptron
- classification algorithm
- training set
- artificial neural networks
- neural network model
- back propagation
- training algorithm
- high speed
- fuzzy logic
- support vector machine
- text categorization
- machine learning
- decision trees
- knn
- class labels
- multilayer perceptron
- black box
- control algorithm
- multiple instance learning