文献类型：期刊文献

英文题名：A Perspective on Artificial Intelligence for Process Manufacturing

作者：Mann, Vipul[1];Lu, Jingyi[2];Venkatasubramanian, Venkat[1];Gani, Rafiqul[2,3,4,5]

机构：[1]Columbia Univ, Dept Chem Engn, New York, NY 10027 USA;[2]East China Univ Sci & Technol, Key Lab Smart Mfg Energy Chem Proc, Minist Educ, Shanghai 200237, Peoples R China;[3]PSE SPEED Co, DK-2920 Charlottenlund, Denmark;[4]Szecheny Istvan Univ, Dept Appl Sustainabil, H-9026 Gyor, Hungary;[5]Hong Kong Univ Sci & Technol Guangzhou, Sustainable Energy & Environm Thrust, Guangzhou 511453, Peoples R China

年份：2025

卷号：52

起止页码：60

外文期刊名：ENGINEERING

收录：;EI(收录号：20253419024840);WOS:【SCI-EXPANDED(收录号:WOS:001586797200005)】；

基金：Jingyi Lu and Rafiqul Gani acknowledge the funding support from the National Natural Science Foundation of China (62394343) and the Program of Introducing Talents of Discipline to Universities (the 111 Project) (B17017).

语种：英文

外文关键词：Artificial intelligence; Machine learning; Process systems engineering; Manufacturing

摘要：To achieve sustainable development goals and the requirements of a circular economy, a new class of intelligent computer-aided methods and tools is needed. Artificial intelligence (AI) techniques have been gaining much attention due to their ability to provide options to tackle the challenges we are currently facing. However, the successful application of AIto solve problems of current interest requires AIto be integrated with associated process systems engineering methods and tools that are already available or being developed. In this perspective paper, we highlight the use of a collection of process systems engineering methods and tools augmented by AI techniques to solve problems related to process manufacturing, with a focus on chemical product design, process synthesis and design, process control, and process safety and hazards. (c) 2025 THE AUTHORS. Published by Elsevier LTD on behalf of Chinese Academy of Engineering and Higher Education Press Limited Company. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).