摘要
本文结合工业自动化和信息技术在工业革命中的作用以及制造与生产全流程决策、控制以及运行管理的现状和智能化发展方向的分析,提出了发展工业人工智能的必要性.通过对人工智能技术的涵义、发展简史和发展方向的分析以及自动化与人工智能研究与应用的核心目标、实现方式、研究对象与研究方法等方面的对比分析,提出了工业人工智能技术的涵义.通过对工业人工智能和工业自动化的研究对象与研究目标对比分析,提出了工业人工智能的研究方向和研究思路与方法.
In this article,the necessity of developing industrial artificial intelligence is proposed,by combining the role of industrial automation and information technology in the industrial revolution and the analysis of the current situation of decisionmaking,control,and operation management in the entire manufacturing and production process as well as the development direction of intelligent development.Then,the concept of industrial artificial intelligence technology is presented through the analysis of the meaning,development history and development direction of artificial intelligence technology,as well as the comparative analysis on the similarity and difference in core objectives,implementation methods,research objects,and research methods of automation and artificial intelligence research and application.Moreover,the directions,ideas and methods of research on industrial artificial intelligence are proposed through the comparative analysis on research objects and objectives of industrial artificial intelligence and industrial automation.
作者
柴天佑
CHAI Tian-You(State Key Laboratory of Synthetical Automation for Process Industries,Northeastern University,Shenyang 110819;National Engineering Research Center of Metallurgy Automation,Shenyang 110819;Institute of Industrial Artificial Intelligence,Northeastern University,Shenyang 110819)
出处
《自动化学报》
EI
CSCD
北大核心
2020年第10期2005-2012,共8页
Acta Automatica Sinica
基金
国家自然科学基金委重大项目(61991400,61991404)
中国工程院咨询研究重大项目(2019-ZD-12)
2020年度辽宁省科技重大专项计划(2020JH1/10100008)资助。
关键词
工业自动化
制造与生产流程智能化
知识工作自动化与智能化
工业人工智能
Industrial automation
intellectualization of manufacturing and production process
automation and intellectualization of knowledge work
industrial artificial intelligence
