首页> 外国专利> DESIGN SUPPORT METHOD FOR METAL MATERIAL, PREDICTION MODEL GENERATION METHOD, METAL MATERIAL PRODUCTION METHOD, AND DESIGN SUPPORT APPARATUS

DESIGN SUPPORT METHOD FOR METAL MATERIAL, PREDICTION MODEL GENERATION METHOD, METAL MATERIAL PRODUCTION METHOD, AND DESIGN SUPPORT APPARATUS

机译:金属材料的设计支持方法,预测模型生成方法,金属材料生产方法,以及设计支持装置

摘要

A design support method capable of accurately obtaining predicted values, while also considering production conditions of a metal material, and of reducing the time required for design is provided. The design support method uses a calculator to support design of metal material with desired characteristics and includes searching for design conditions yielding the desired characteristics using a prediction model for predicting a characteristic value of the metal material from the design conditions, the prediction model being constructed based on past performance data associating the design conditions, including chemical composition and production conditions of the metal material, with the characteristic value. The design support method also includes presenting at least the chemical composition and production conditions among the design conditions that are searched for and correspond to the desired characteristics. The design conditions are searched for so that deviation among predicted values based on different training data sets is reduced.
机译:本发明提供了一种设计支持方法,该方法能够准确地获得预测值,同时还考虑金属材料的生产条件,并且能够减少设计所需的时间。设计支持方法使用计算器支持具有所需特性的金属材料的设计,包括使用预测模型搜索产生所需特性的设计条件,该预测模型用于根据设计条件预测金属材料的特性值,基于以往性能数据构建的预测模型,将设计条件(包括金属材料的化学成分和生产条件)与特征值相关联。设计支持方法还包括至少呈现所搜索的设计条件中的化学成分和生产条件,并对应于所需特征。搜索设计条件,以减少基于不同训练数据集的预测值之间的偏差。

著录项

  • 公开/公告号US2022100932A1

    专利类型

  • 公开/公告日2022-03-31

    原文格式PDF

  • 申请/专利权人 JFE STEEL CORPORATION;

    申请/专利号US201917424164

  • 申请日2019-12-02

  • 分类号G06F30/27;G06K9/62;G06V10/44;B22D11/16;C22F1;

  • 国家 US

  • 入库时间 2022-08-25 00:11:11

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