A Perspective on Artificial Intelligence for Process Manufacturing

IF 11.6 1区工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY

Engineering Pub Date : 2025-09-01 DOI:10.1016/j.eng.2025.01.014

Vipul Mann , Jingyi Lu , Venkat Venkatasubramanian , Rafiqul Gani

引用次数: 0

Abstract

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 AI to solve problems of current interest requires AI to 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.

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面向过程制造的人工智能展望

为了实现可持续发展目标和循环经济的要求，需要一种新的智能计算机辅助方法和工具。人工智能（AI）技术由于能够提供解决我们目前面临的挑战的选项而受到广泛关注。然而，成功地应用人工智能来解决当前感兴趣的问题需要人工智能与相关的过程系统工程方法和已经可用或正在开发的工具集成。在这篇观点论文中，我们强调使用人工智能技术增强的一系列过程系统工程方法和工具来解决与过程制造相关的问题，重点是化学产品设计，过程合成和设计，过程控制以及过程安全和危害。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Engineering Environmental Science-Environmental Engineering

自引率

1.60%

发文量

335

审稿时长

35 days

期刊介绍： Engineering, an international open-access journal initiated by the Chinese Academy of Engineering (CAE) in 2015, serves as a distinguished platform for disseminating cutting-edge advancements in engineering R&D, sharing major research outputs, and highlighting key achievements worldwide. The journal's objectives encompass reporting progress in engineering science, fostering discussions on hot topics, addressing areas of interest, challenges, and prospects in engineering development, while considering human and environmental well-being and ethics in engineering. It aims to inspire breakthroughs and innovations with profound economic and social significance, propelling them to advanced international standards and transforming them into a new productive force. Ultimately, this endeavor seeks to bring about positive changes globally, benefit humanity, and shape a new future.