Time-Domain Vibration-Based Fault Diagnosis of Round Insert Face Milling Tools Using SVM and XGBoost: A Machine Learning Approach
Tool Condition Monitoring (TCM) plays a significant role in maintaining machining quality, reducing equipment idle time, and improving TCM often affords near-real-time detection of wear-out phenomena. A new method for vibration-based fault diagnosis of round insert face milling tools based on analysis in the time-domai...