Tool wear monitoring based on physics-informed Gaussian process regression

M Sun, X Wang, K Guo, X Huang, J Sun, D Li… - Journal of Manufacturing …, 2024 - Elsevier
Abstract Tool Wear Monitoring (TWM) plays a vital role in safeguarding product quality and
enhancing machining efficiency. TWM technology mainly includes physics-based models …

A Review of Physics-Based, Data-Driven, and Hybrid Models for Tool Wear Monitoring

H Zhang, S Jiang, D Gao, Y Sun, W Bai - Machines, 2024 - search.proquest.com
Tool wear is an inevitable phenomenon in the machining process. By monitoring the wear
state of a tool, the machining system can give early warning and make advance decisions …