Machine learning for monitoring and predictive maintenance of cutting tool wear for clean-cut machining machines.
Andrea BonciAlessandro Di BiaseAldo Franco DragoniSauro LonghiPaolo SernaniAlessandro ZegaPublished in: ETFA (2022)
Keyphrases
- tool wear
- machine learning
- cutting tool
- machining processes
- condition monitoring
- flank wear
- failure prediction
- pattern recognition
- learning machines
- predictive modeling
- multi sensor
- feed rate
- computational intelligence
- decision trees
- learning algorithm
- data mining
- multiresolution
- manufacturing processes
- knowledge acquisition
- computer vision
- acoustic emission