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MACHINING CONDITION ADJUSTMENT DEVICE AND MACHINING CONDITION ADJUSTMENT SYSTEM

机译:加工条件调整装置及加工条件调整系统

摘要

A machining condition adjustment device includes a data acquisition unit that acquires at least one piece of data indicating a state of machining including a machining type in a machine tool, a priority condition storage unit that stores priority condition data in which the machining type is associated with a priority condition, a preprocessing unit that produces data to be used for machine learning, and a machine learning device that carries out processing of the machine learning related to at least either of a machining condition and a machining parameter for machining by the machine tool. The machine learning device includes a learning model storage unit that stores a plurality of learning models generated for each machining type and a learning model selection unit that selects a learning model, based on the machining type.
机译:加工条件调整装置包括:数据获取单元,其获取至少一个指示包括机床中的加工类型在内的加工状态的数据;优先条件存储单元,其存储与加工类型相关联的优先条件数据。优先条件,产生要用于机器学习的数据的预处理单元以及进行与机器加工的加工条件和加工参数中的至少一个有关的机器学习的处理的机器学习装置。机器学习装置包括:学习模型存储单元,其存储针对每种加工类型而生成的多个学习模型;以及学习模型选择单元,其基于加工类型来选择学习模型。

著录项

  • 公开/公告号US2020279158A1

    专利类型

  • 公开/公告日2020-09-03

    原文格式PDF

  • 申请/专利权人 FANUC CORPORATION;

    申请/专利号US202016799887

  • 发明设计人 HIROHIDE TSUNODA;WATARU SHIRAISHI;

    申请日2020-02-25

  • 分类号G06N3/08;G06N20;G05B19/4065;

  • 国家 US

  • 入库时间 2022-08-21 11:21:36

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