数据驱动的产品族设计研究  

Research on data-driven product family design

作　　者：肖人彬[1] 林文广 XIAO Ren-bin;LIN Wen-guang(School of Artificial Intelligence and Automation,Huazhong University of Science and Technology,Wuhan 430074;School of Mechanical and Automotive Engineering,Xiamen University of Technology,Xiamen 361024)

机构地区：[1]华中科技大学人工智能与自动化学院,湖北武汉430074 [2]厦门理工学院机械与汽车工程学院,福建厦门361024

出　　处：《机械设计》2020年第6期1-10,共10页Journal of Machine Design

基　　金：国家自然科学基金资助项目(51875220)。

摘　　要：定制化设计是实现产品创新的重要途径,其主要方式就是产品族设计。为了进一步提高大批量定制环境下企业研发效率,针对现有产品族设计方法存在的不足,提出数据驱动的产品族设计框架。首先根据产品族设计需求,对数据需求、数据来源进行关联分析;其次针对产品设计过程中不同阶段的特点,分别从市场细分、平台构建、产品族演化及组合创新4个环节进行数据驱动模式方面的探讨;最后针对不同环节所需的数据挖掘、数据预测、数据分析等关键技术进行详细阐述,并对数据驱动产品族设计平台系统架构进行研究。Customized design is a key mean to achieve product innovation,and its may is product family design.In order to improve the R&D capabilities of enterprises in mass customization environment,and remedy the shortcomings of existing product family design theory,a data-driven product family design process framework is proposed.Firstly,for satisfying the demands of product family design,the correlation between data requirements and data sources are analyzed;secondly,according to the characteristics of different stages of product design process,the data-driven mode is explored from four aspects,market segmentation,platform construction,product family evolution and portfolio innovation;finally,the key technologies of data mining,data prediction and data analysis needed in different steps during design process are proposed in detail,and the system architecture supporting data-driven product family design platform is completed.

关 键 词：数据驱动 产品族设计 市场细分 平台构建 产品族演化 

分 类 号：TH122[机械工程—机械设计及理论] TP391[自动化与计算机技术—计算机应用技术]