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Chatter vibration judging device, machine learning device and system

机译:Chatter振动判断装置,机器学习装置和系统

摘要

To provide an apparatus that has a function of determining occurrence of chatter vibration according to the state of cutting and enables adjustment of a machining condition for reducing the chatter vibration as required.SOLUTION: A chatter vibration determination apparatus 1 is provided with a machine learning device configured to observe machining condition data including a feed speed and a spindle rotation speed in cutting as state data representative of the current state of environment, execute processing related to machine learning using a learning model obtained by modeling the relationship of chatter vibration with a machining condition for the cutting, based on the state data, and estimate the occurrence/non-occurrence of chatter vibration and the improvement of the chatter vibration. The chatter vibration determination apparatus outputs the result of the estimation of the occurrence/non-occurrence of the chatter vibration and the improvement of the chatter vibration.SELECTED DRAWING: Figure 2
机译:提供一种具有根据切割状态确定颤动振动的发生的功能的装置,并且能够根据需要调节用于减小颤振振动的加工条件。横振振动确定装置1设置有机器学习装置被配置为观察加工条件数据,包括进料速度和施工转速作为当前环境的状态数据,使用通过使用加工条件建模的颤振振动的关系而获得的学习模型执行与机器学习相关的处理对于切割,基于状态数据,并估计颤振振动的发生/不发生以及倒车振动的改善。颤振判定装置输出估计的颤振振动的发生/不发生的结果和颤动振动的改进。选择的绘图:图2

著录项

  • 公开/公告号JP6959278B2

    专利类型

  • 公开/公告日2021-11-02

    原文格式PDF

  • 申请/专利权人 ファナック株式会社;

    申请/专利号JP20190034543

  • 发明设计人 及川 航希;山本 健太;

    申请日2019-02-27

  • 分类号B23Q15/12;G05B19/4155;B23Q17/09;B23Q17/10;

  • 国家 JP

  • 入库时间 2022-08-24 22:02:40

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