Invention Publication
- Patent Title: APPARATUS AND METHOD FOR STEP-WISE SPINDLE DIAGNOSIS FOR MACHINING CENTER WITH DIFFERENT TOOLS LOADED
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Application No.: US18346546Application Date: 2023-07-03
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Publication No.: US20240173809A1Publication Date: 2024-05-30
- Inventor: Sung Jae YOON , Munyoung LEE , Seung Hyub JEON , Jung-Chan NA
- Applicant: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
- Applicant Address: KR Daejeon
- Assignee: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
- Current Assignee: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
- Current Assignee Address: KR Daejeon
- Priority: KR 20220159030 2022.11.24
- Main IPC: B23Q5/58
- IPC: B23Q5/58 ; B23Q3/155 ; G01M99/00

Abstract:
The present invention relates to verifying the suitability of a tool and diagnosing a spindle for a machining center on which different tools are mounted. Provided are a machining center spindle diagnosis apparatus and method configured to monitor a change of a tool in the machining center; when the change of the tool is recognized, control the machining center to idle the spindle; acquire sensor data from a sensor installed on the machining center during the idling of the spindle; input the acquired sensor data to a tool verifying model pre-trained by a machine learning technology to verify suitability of the tool; and when the tool is verified to be suitable, inputting the acquired sensor data to a spindle diagnosing model pre-trained by the machine learning technology to diagnose an operating state of the spindle.
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