Tool-life prediction system and method thereof

    公开(公告)号:US10983501B2

    公开(公告)日:2021-04-20

    申请号:US16381738

    申请日:2019-04-11

    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.

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