人工智能赋能制造业全流程的技术及应用研究
Research on the full process technology and application of AI empowering the manufacturing industry
董昊 1刘星辰 1曹峰 1张发恩 2高凌燕2
作者信息
- 1. 中国信息通信研究院人工智能研究所,北京 100083
- 2. 创新奇智科技集团股份有限公司,北京 100080
- 折叠
摘要
在建设现代化、推进新型工业化的关键时期,人工智能(Artificial Intelligence,AI)技术的兴起为制造业转型升级提供了强大的动力,AI技术在制造业全流程的落地已成为推动制造业领域产业升级的重要引擎.首先,分析AI技术赋能制造业的意义,从研发设计、生产制造、运营管理和产品服务等制造业核心环节入手,深入阐述AI技术在全流程中融合应用的关键技术点;其次,介绍了制造业AI的技术应用情况,井深入分析了 AI赋能制造业全流程过程中的挑战;最后,展望了制造业AI的技术发展趋势.
Abstract
In the critical period of building modernization and promoting new industrialization,the rise of Artificial Intelligence(AI)technology has provided a strong impetus for the transformation and upgrading of the manufacturing industry.The landing of AI technology in the whole process of manufacturing has become an important engine to promote the industrial upgrading of the manufacturing industry.Firstly,the significance of AI technology enabling the manufacturing industry is analyzed.Starting from the core links of the manufacturing industry such as research and development design,production and manufacturing,operation management,and product services,the key technical points of the integration and application of AI technology in the entire process are elaborated in depth.Secondly,the application of AI technology in the manufacturing industry is introduced,and the challenges of applying AI technology throughout the entire manufacturing process are deeply analyzed.Finally,the technological development trend of AI in manufacturing industry is forecasted.
关键词
AI/制造业/大模型Key words
AI/manufacturing industry/large model引用本文复制引用
出版年
2024
国家科技期刊平台
NSTL
万方数据