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Seismic motion evaluation model generation method, seismic motion evaluation model generator, seismic motion evaluation method, and seismic motion evaluation device

机译:地震运动评估模型生成方法,地震运动评估模型生成器,地震运动评估方法,和地震运动评估装置

摘要

PROBLEM TO BE SOLVED: To provide a seismic motion evaluation model generation method capable of utilizing detailed knowledge individually obtained by seismic motion simulation under limited conditions in a more generalized form. SOLUTION: The seismic motion evaluation model generation method stores a plurality of seismic motion data associated with seismic motion characteristic parameters and seismic motion index calculation results when a seismic motion index is calculated based on the seismic motion characteristic parameters. The acquisition process of acquiring a plurality of learning data composed of the feature quantity and the objective variable, using the seismic motion characteristic parameters as feature quantities and the seismic motion index calculation result as the objective variable, and a plurality of learning data. A generation step of generating a seismic motion evaluation model 13 as a trained model of machine learning by learning the correlation between the feature amount and the objective variable by machine learning is included. [Selection diagram] Fig. 3
机译:需要解决的问题:提供一种地震运动评估模型生成方法,该方法能够以更广义的形式利用有限条件下地震运动模拟单独获得的详细知识。解决方案:当基于地震运动特征参数计算地震运动指数时,地震运动评估模型生成方法存储与地震运动特征参数和地震运动指数计算结果相关联的多个地震运动数据。获取过程,获取由特征量和目标变量组成的多个学习数据,使用地震运动特征参数作为特征量,地震运动指数计算结果作为目标变量,以及多个学习数据。包括通过机器学习学习特征量和目标变量之间的相关性来生成地震运动评估模型13作为机器学习的训练模型的生成步骤。[选择图]图3

著录项

  • 公开/公告号JP2022053155A

    专利类型

  • 公开/公告日2022-04-05

    原文格式PDF

  • 申请/专利权人 清水建設株式会社;

    申请/专利号JP20200159810

  • 发明设计人 石井 透;小穴 温子;和田 健介;

    申请日2020-09-24

  • 分类号G01V1/28;G06T7;G06Q50/10;

  • 国家 JP

  • 入库时间 2022-08-25 00:28:36

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