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Metallic material design support method, predictive model generation method, metallic material manufacturing method, and design support device

机译:金属材料设计支持方法,预测模型生成方法,金属材料制造方法,以及设计支持设备

摘要

We provide a design support method that enables accurate prediction values to be obtained while considering the manufacturing conditions of metal materials and can reduce the time load required for design. The design support method according to the present invention is a design support method that supports the design of a metal material having desired properties by a computer, and obtains design conditions including component composition and manufacturing conditions of the metal material and characteristic values of the metal material. A search step that searches for a design condition that obtains the desired characteristic using a prediction model that is constructed based on the associated past performance data and predicts the characteristic value from the design condition, and a search step that searches for the desired characteristic. Among the design conditions corresponding to, the design conditions are set so as to reduce the variation of a plurality of predicted values based on a plurality of different training data sets in the search step, including a presentation step for presenting at least the component composition and the production conditions. Explore.
机译:我们提供了一种设计支持方法,可以在考虑金属材料制造条件的同时获得准确的预测值,并可以减少设计所需的时间负荷。根据本发明的设计支持方法是一种设计支持方法,其通过计算机支持具有所需特性的金属材料的设计,并获得设计条件,包括金属材料的成分组成和制造条件以及金属材料的特征值。搜索步骤,搜索使用基于相关联的过去性能数据构建的预测模型获得所需特性的设计条件,并根据设计条件预测特性值;搜索步骤,搜索所需特性。在与之对应的设计条件中,设置设计条件以减少搜索步骤中基于多个不同训练数据集的多个预测值的变化,包括用于至少呈现组件组成和生产条件的呈现步骤。勘探

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