文献类型：期刊文献

英文题名：Guest Editorial: Special Section on Smart Process Manufacturing Driven by Artificial Intelligence

作者：Qian, F.[1];Gao, H.[2];Huang, B.[3];Bogle, D.[4]

机构：[1]East China Univ Sci & Technol, Shanghai 200237, Peoples R China;[2]Harbin Inst Technol, Harbin 150001, Peoples R China;[3]Univ Alberta, Edmonton, AB T6G 1H9, Canada;[4]UCL, London WC1E 6BT, England

年份：2020

卷号：16

期号：4

起止页码：2765

外文期刊名：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

收录：;EI(收录号：20200508103277);WOS:【SCI-EXPANDED(收录号:WOS:000510901000059)】；

语种：英文

外文关键词：Special issues and sections; Sensors; Artificial intelligence; Predictive control; Manufacturing processes; Process control; Informatics

摘要：The papers in this special section examine smart process manufacturing that is driven by artificial intelligence (AI). As a fundamental industry, process industry mainly involves elementary raw material industries, such as petroleum, chemical, steel, nonferrous metal, and building. However, there are a series of problems existing in process industry such as inaccurate perception of industrial data, low production efficiency, high materials consumption and limitations in safety and environment protection. In order to solve these restriction problems, we must pursue the goal of efficient, green, and smart processes in manufacturing and marketing. On the other hand, artificial intelligence (AI) has powerful strengths in perception, knowledge representation, learning, reasoning and planning, so that it has been successfully utilized in diverse areas, such as autonomous vehicles and so on. It is promising to have deep and tight integration between artificial intelligence and process industry, to achieve "smart process industry".