Tool Wear Prediction in CNC Turning Operations using Ultrasonic Microphone Arrays and CNNs.
Jan SteckelArne AertsErik VerreyckenDennis LaurijssenWalter DaemsPublished in: CoRR (2024)
Keyphrases
- tool wear
- flank wear
- feed rate
- failure prediction
- machining processes
- cutting tool
- condition monitoring
- prediction accuracy
- multi sensor
- cellular neural networks
- manufacturing processes
- high level
- visual information
- automatic speech recognition
- fault detection
- model validation
- light source
- decision support system
- object oriented
- expert systems