- 专利标题: APPARATUS AND METHOD FOR STEP-WISE SPINDLE DIAGNOSIS FOR MACHINING CENTER WITH DIFFERENT TOOLS LOADED
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申请号: US18346546申请日: 2023-07-03
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公开(公告)号: US20240173809A1公开(公告)日: 2024-05-30
- 发明人: Sung Jae YOON , Munyoung LEE , Seung Hyub JEON , Jung-Chan NA
- 申请人: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
- 申请人地址: KR Daejeon
- 专利权人: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
- 当前专利权人: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
- 当前专利权人地址: KR Daejeon
- 优先权: KR 20220159030 2022.11.24
- 主分类号: B23Q5/58
- IPC分类号: B23Q5/58 ; B23Q3/155 ; G01M99/00
摘要:
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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