Invention Application
- Patent Title: MONITORING METHOD AND SYSTEM FOR MACHINE TOOL
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Application No.: US17241479Application Date: 2021-04-27
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Publication No.: US20220193852A1Publication Date: 2022-06-23
- Inventor: Chun-Yu TSAI , Chi-Chen LIN , Sheng-Ming MA , Ta-Jen PENG
- Applicant: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
- Applicant Address: TW Hsinchu
- Assignee: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
- Current Assignee: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
- Current Assignee Address: TW Hsinchu
- Priority: TW109145291 20201221
- Main IPC: B23Q17/12
- IPC: B23Q17/12 ; G01B17/08 ; G06N20/00 ; G05B19/18

Abstract:
A monitoring method and a monitoring system for a machine tool to machine a workpiece are provided. The monitoring method includes the following steps. First, a vibration signal of a spindle of the machine tool is detected. Next, a vibration feature value of the vibration signal is obtained. Whether the vibration feature value exceeds a threshold condition is determined, wherein the threshold condition is determined by a training model based on a predetermined surface quality of the workpiece. When the vibration feature value exceeds the threshold condition, a machining parameter of the machine tool is adjusted.
Public/Granted literature
- US12214462B2 Monitoring method and system for machine tool Public/Granted day:2025-02-04
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