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基于数据挖掘的产品概念设计建模研究

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Keywords: 计算机辅助概念设计,数据挖掘模型,产品建模,决策树方法

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Abstract:

在产品概念设计过程中,引入数据挖掘技术和方法,提出了基于数据挖掘的全息虚拟产品概念设计模型,开发了数据挖掘工具,建立了面向产品概念设计方案生成的数据仓库;研究建立决策树算法的数据挖掘模型,以支持度为目标,实现从所建立的机械产品库、设计规则库、领域知识库中挖掘相关数据、信息和知识,从而极大地支持机械产品方案创新设计过程。以机床传动机构设计为例,说明了采用决策树方法的数据挖掘模型来实现机械产品概念设计的功能结构映射过程。

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