Tool Wear Prediction in Ti-6Al-4V Machining through Multiple Sensor Monitoring and PCA Features Pattern Recognition.
Alessandra CaggianoPublished in: Sensors (2018)
Keyphrases
- tool wear
- flank wear
- pattern recognition
- failure prediction
- feature extraction
- cutting tool
- condition monitoring
- machining processes
- feature space
- dimensionality reduction
- feature vectors
- image analysis
- principal component analysis
- computer vision
- prediction accuracy
- multi sensor
- machine learning
- extracting features
- principal components
- image processing
- neural network
- svm classifier
- feature set
- image features
- fault detection
- manufacturing processes
- low level
- genetic algorithm