公开(公告)号：US10983501B2

公开(公告)日：2021-04-20

申请号：US16381738

申请日：2019-04-11

Applicant: Industrial Technology Research Institute

Inventor： Yi-Ming Chen ,  Chi-Cheng Lin ,  Shu-Chung Liao ,  Chen-Yu Kai ,  Ta-Jen Peng

IPC: G05B19/4065 ,  G06N3/08

Abstract: A tool-life prediction method, applicable to a machine tool having a machining end, includes steps of capturing a plurality of measurement data from a tool of the machining end, transforming each of the plurality of measurement data into a corresponding complex process capability index (Cpk), utilizing an artificial neural network being trained to generate a tool-life prediction scale with respect to the Cpk, and then based on the tool-life prediction scale to determine a remaining tool life of the tool. In addition, a tool life prediction system is also provided.

公开(公告)号：US10782669B2

公开(公告)日：2020-09-22

申请号：US16225876

申请日：2018-12-19

Applicant: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE

Inventor： Jia-Cheng Sun ,  Chen-Hui Kuo ,  Chi-Cheng Lin ,  Chen-Yu Kai

IPC: G05B19/401 ,  G05B19/18 ,  G05B19/4097

Abstract: A machining parameter adjustment system is established in a controller. The controller is connected to a machine. The controller is configured to receive a machining program and analyze at least one process included in the machining program. Also, the controller sets a tuning program corresponding to the process and inserts the tuning program before or after the code of the process, so as to generate an integration program and upload the integration program to the machine.