人工智能在服装智能制造中的应用  

Application of artificial intelligence in garment intelligent manufacturing

作　　者：闻力生 WEN Lisheng(College of Mechanical Engineering,Donghua University,Shanghai 200051,China)

机构地区：[1]东华大学机械工程学院,上海200051

出　　处：《纺织高校基础科学学报》2020年第2期30-36,共7页Basic Sciences Journal of Textile Universities

摘　　要：在“人工智能+服装产业”范式下,论述人工智能的形成与发展、主要技术、人工智能产业链的技术与计算机应用、人工智能在服装企业智能制造中应用的全覆盖。认为,在未来几年内,人工智能将成为企业与客户之间的主要交互界面,以人工智能动态自适应智能制造为平台端,模块式智能制造单元为制造端,实现与客户需求端的动态交互,提高客户的满意度,达到真正意义上的服装智能制造。Under the paradigm of“artificial intelligence(AI)+clothing industry”,this paper briefly discusses the formation and development of artificial intelligence,the main technical contents in the field of AI,The application of technology and computing in AI industry chain,and the full coverage of the application of AI in intelligent manufacturing of garment enterprises.It is believed that in the next few years,artificial intelligence will become the main interface between enterprises and customers.With the platform end of artificial intelligence dynamic adaptive intelligent manufacturing and the manufacturing end of modular intelligent manufacturing unit,the dynamic interaction with the customer demand end will be realized,the satisfaction of customers will be improved,and the real meaning of clothing intelligent manufacturing will be achieved.

关 键 词：人工智能 服装智能制造 协同缝制系统 深度神经网络 自动机器学习 生成式对抗网络 

分 类 号：TS103.7[轻工技术与工程—纺织工程] TP242.6[轻工技术与工程—纺织科学与工程]