TY - JOUR
T1 - 基于知识工程的产品设计研究综述
AU - Yu, Suihuai
AU - Wang, Pengchao
AU - Wang, Lei
AU - Chu, Jianjie
AU - Ao, Qing
AU - Hou, Xinggang
N1 - Publisher Copyright:
© 2024 Chinese Mechanical Engineering Society. All rights reserved.
PY - 2024/7/1
Y1 - 2024/7/1
N2 - Product design is a knowledge-evoluted process, which includes the reasoning and transformation of massive complex knowledge. Based on the organization and management of knowledge, knowledge engineering promotes the development of intelligent design systems, so as to improve the quality and efficiency of product design. The research status from five aspects: design knowledge mining, design knowledge expression, design knowledge retrieval, design knowledge recommendation and design knowledge reuse is analyzed, after explaining the connotation of knowledge and knowledge engineering. In view of the problems existing in the product design process, the key techonlogies of knowledge engineering in product design are proposed. For the profound changes brought by the rapid development of emerging information technologies such as Internet, cloud computing, artificial intelligence and big data to product design, the future development trend of knowledge engineering is put forward.
AB - Product design is a knowledge-evoluted process, which includes the reasoning and transformation of massive complex knowledge. Based on the organization and management of knowledge, knowledge engineering promotes the development of intelligent design systems, so as to improve the quality and efficiency of product design. The research status from five aspects: design knowledge mining, design knowledge expression, design knowledge retrieval, design knowledge recommendation and design knowledge reuse is analyzed, after explaining the connotation of knowledge and knowledge engineering. In view of the problems existing in the product design process, the key techonlogies of knowledge engineering in product design are proposed. For the profound changes brought by the rapid development of emerging information technologies such as Internet, cloud computing, artificial intelligence and big data to product design, the future development trend of knowledge engineering is put forward.
KW - design knowledge expression
KW - design knowledge mining
KW - design knowledge recommendation
KW - design knowledge retrieval
KW - design knowledge reuse
KW - knowledge engineering
KW - product design
UR - http://www.scopus.com/inward/record.url?scp=85202444351&partnerID=8YFLogxK
U2 - 10.3901/JME.2024.13.216
DO - 10.3901/JME.2024.13.216
M3 - 文章
AN - SCOPUS:85202444351
SN - 0577-6686
VL - 60
SP - 216
EP - 234
JO - Jixie Gongcheng Xuebao/Journal of Mechanical Engineering
JF - Jixie Gongcheng Xuebao/Journal of Mechanical Engineering
IS - 13
ER -