ALEXANDRIA, Va., March 31 -- United States Patent no. 12,591,214, issued on March 31, was assigned to INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE (Hsinchu, Taiwan).
"Cutting monitoring system and monitoring method thereof" was invented by Yi-Ming Chen (Taichung City, Taiwan) and Shu-Chung Liao (Taichung City, Taiwan).
According to the abstract* released by the U.S. Patent & Trademark Office: "A cutting monitoring system used for a machine is provided. The cutting monitoring system includes a data capturing module, a database and a cutting control module. The data capturing module is configured to capture a motor current data of the machine and a tool wear data. The motor current data is used as a training data for a tool wear state predictio...