Research on product primitives recognition in a computer-aided brand product development system

doi:10.14733/cadaps.2021.1146-1166

CORC > 兰州理工大学 > 兰州理工大学 > 设计艺术学院

	Research on product primitives recognition in a computer-aided brand product development system
	Yang, Wenjin 1; Su, Jianning 1,2; Zhang, Xinxin 3; Qiu, Kai 1; Zhang, Shutao 2
刊名	Computer-Aided Design and Applications
	2021
卷号	18 期号:6 页码:1146-1166
关键词	Analytic hierarchy process Data mining Knowledge management Product development Complex engineering Intelligent designs Knowledge transfer Physiological signals Primitives recognition Product development system Product knowledge Product-design cycles
ISSN号	1686-4360
DOI	10.14733/cadaps.2021.1146-1166
英文摘要	When developing new products, brand designers must analyse related products, which is a complicated and time-consuming process. Modern product design often requires complex engineering processes; product development requires extensive knowledge but there is also a demand for shorter product design cycles. Therefore, we propose a method based on extension theory and the analytic hierarchy process for identifying product-related knowledge, to aid the development of new products. First, based on our understanding of extenics, matter-element and relational meta-models of product form, function, and structure are established. Then, we define different primitives of brand identity. Finally, using an "extensional analytic hierarchy process" (EAHP), a hierarchy is established and the weights of different primitives are calculated. Various combinations of primitives are used to facilitate knowledge transfer for computer-aided intelligent design. Design data for multiple cases are analysed to verify the feasibility and effectiveness of the method. The method was verified in a physiological signal experiment, and the results show that the method can effectively accumulate product knowledge. Rapid data mining is important for market competitiveness. © 2021 CAD Solutions, LLC.
语种	英语
出版者	CAD Solutions, LLC
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/147711]
专题	设计艺术学院
作者单位	1.School of Mechanical & Electronical Engineering, Lanzhou University of Technology, China; 2.School of Design Art, Lanzhou University of Technology, China; 3.School of Architecture and Art Design, Hebei University of Technology, China
推荐引用方式 GB/T 7714	Yang, Wenjin,Su, Jianning,Zhang, Xinxin,et al. Research on product primitives recognition in a computer-aided brand product development system[J]. Computer-Aided Design and Applications,2021,18(6):1146-1166.
APA	Yang, Wenjin,Su, Jianning,Zhang, Xinxin,Qiu, Kai,&Zhang, Shutao.(2021).Research on product primitives recognition in a computer-aided brand product development system.Computer-Aided Design and Applications,18(6),1146-1166.
MLA	Yang, Wenjin,et al."Research on product primitives recognition in a computer-aided brand product development system".Computer-Aided Design and Applications 18.6(2021):1146-1166.