Machine Learning based Tool Wear Prediction from Variability of Acoustic Sound Emission Signals.
N. V. KrishnamoorthyVijay JosephPublished in: Scalable Comput. Pract. Exp. (2024)
Keyphrases
- machine learning
- tool wear
- sound source
- acoustic emission
- flank wear
- failure prediction
- cutting tool
- audio signal
- condition monitoring
- signal processing
- prediction accuracy
- acoustic signal
- environmental sounds
- decision trees
- learning algorithm
- acoustic features
- artificial intelligence
- multiresolution
- speech signal
- pattern recognition
- input parameters
- machining processes
- genetic algorithm