首页> 外国专利> STEP CHANGE MACHINE-LEARNED MODEL SWITCHING SYSTEM, EDGE DEVICE, STEP CHANGE MACHINE-LEARNED MODEL SWITCHING METHOD, AND PROGRAM

STEP CHANGE MACHINE-LEARNED MODEL SWITCHING SYSTEM, EDGE DEVICE, STEP CHANGE MACHINE-LEARNED MODEL SWITCHING METHOD, AND PROGRAM

机译:阶跃机器学习模型切换系统,边缘设备,阶跃机器学习模型切换方法和程序

摘要

[Problem] To switch, for an edge device, to a machine-learned model that supports a step change from the cloud in order to respond to a step change in a manufacturing line. [Solution] A step change machine-learned model switching system that, in order to respond to a step change in a manufacturing line, performs switching from the cloud on an edge device installed in the manufacturing line to a machine-learned model that corresponds to the step change, wherein the switching system is provided with: an ascertaining means for ascertaining step change information pertaining to a step change; a first control means for performing a control on the edge device so as to acquire, from the cloud, a machine-learned model associated with the ascertained step change information; and a second control means for performing a control on the edge device so as to switch from an already adapted machine-learned model of another step to a machine-learned model associated with the acquired step change information.
机译:[问题]对于边缘设备,要切换到支持从云端进行阶跃变化的机器学习模型,以响应生产线中的阶跃变化。 [解决方案]阶跃变化机器学习模型切换系统,为了响应生产线阶跃变化,执行从安装在生产线中的边缘设备上的云到对应于在上述步骤切换系统中,其特征在于,在上述切换系统中,具有与步骤变更有关的步骤变更信息的确定单元。第一控制装置,用于在边缘设备上进行控制,以便从云中获取与所确定的阶跃变化信息相关联的机器学习模型;第二控制装置,用于对边缘设备执行控制,以从已经适应的另一步骤的机器学习模型切换到与所获取的步骤改变信息相关联的机器学习模型。

著录项

  • 公开/公告号WO2019229983A1

    专利类型

  • 公开/公告日2019-12-05

    原文格式PDF

  • 申请/专利权人 UHURU CORPORATION;

    申请/专利号WO2018JP21215

  • 发明设计人 TANIGUCHI MASAHITO;

    申请日2018-06-01

  • 分类号G06N99;

  • 国家 WO

  • 入库时间 2022-08-21 11:14:28

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