关键词: 智能制造, 人工智能, 大数据, 信息物理系统, 社会信息物理系统, 深度学习

Abstract: The new generation artificial intelligence such as big data and deep learning will generate a disruptive impact on manufacturing.To better understand the relationship between artificial intelligence and intelligent manufacturing as well as grasp the patterns and trends of intelligent manufacturing development and evolvement,the past,present and future of intelligent manufacturing from the perspective of artificial intelligence was explored.The development of intelligent manufacturing was divided into the first generation based on symbolic logic inference,and the second generation based on new-generation information and communication technologies such as Internet of Things,cloud computing,cyber-physical systems,socio-cyber-physical systems,big data and deep learning.A correlation between the two generations was analyzed.The future of artificial intelligence and intelligent manufacturing was discussed.

Key words: intelligent manufacturing, artificial intelligence, big data, cyber physical systems, socio cyber physical systems, deep learning