Workpiece Image-based Tool Wear Classification in Blanking Processes Using Deep Convolutional Neural Networks.
Dirk Alexander MolitorChristian KubikRuben Helmut HetfleischPeter GrochePublished in: CoRR (2021)
Keyphrases
- tool wear
- convolutional neural networks
- cutting tool
- condition monitoring
- pattern recognition
- machining processes
- discrete hidden markov models
- feature extraction
- flank wear
- classification accuracy
- image classification
- decision trees
- support vector machine
- decision making
- failure prediction
- software engineering
- multiresolution
- multiscale
- artificial intelligence