制造系统中人的角色演变:从数字化、网络化到认知化的路径

IF 3.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Elvis Hozdić, I. Makovec
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引用次数: 1

摘要

现代社会生活在人类生活各个领域发生革命性变化的时代。例如,在过去的30年里,工业制造领域极大地影响了人类的角色。根据第四次工业革命(工业4.0)的概念,现代制造系统正处于转型阶段。智能制造系统(SMS)提出了一种基于工业4.0原理的新制造模式。SMS的一个基本构建块是网络物理生产系统(CPPS),它与涌现、自组织、学习、开放创新、协作以及人员和组织网络化的创新管理原则一起是工业4.0的关键原则。工业4.0的三个关键推动者,即制造系统中工作流程的连接、数字化和网络化,为新的工业革命铺平了道路,即工业5.0概念,它正在制造系统领域带来一种新的范式,即所谓的自适应认知制造系统(ACMS)。ACMS的一个基本组成部分是新一代制造系统,称为认知网络物理生产系统(C-CPPS),该系统基于CPPS概念,结合了认知技术和人工智能。本文介绍了制造业和制造系统在工业革命中的革命性发展,以及人类在制造系统中的角色向工业5.0的演变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evolution of the Human Role in Manufacturing Systems: On the Route from Digitalization and Cybernation to Cognitization
Modern society is living at a time of revolutionary changes in all areas of human life. For example, the field of industrial manufacturing has greatly influenced the role of human beings during the past 30 years. Modern manufacturing systems are in a phase of transition, in accordance with the concept of the fourth industrial revolution (Industry 4.0). A new manufacturing paradigm based on the principles of Industry 4.0 is presented by Smart Manufacturing Systems (SMS). A basic building block of SMS is cyber-physical production systems (CPPS), which together with innovative-management principles of emergence, self-organization, learning, open innovation, collaboration and the networking of people and organizations are the key principles of Industry 4.0. The three key enablers of Industry 4.0, i.e., the connectivity, the digitization and the cybernation of work processes in manufacturing systems, have paved the way for a new industrial revolution, i.e., Industry 5.0 concept that is bringing about a new paradigm in the field of manufacturing systems, the so-called Adaptive Cognitive Manufacturing Systems (ACMS). A fundamental building block of ACMS is the new generation of manufacturing systems called Cognitive Cyber-Physical Production Systems (C-CPPS), which are based on CPPS concepts and incorporate cognitive technologies and artificial intelligence. This paper presents the revolutionary development of manufacturing and manufacturing systems through the industrial revolutions and the evolution of the role of humans in manufacturing systems towards Industry 5.0.
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来源期刊
Applied System Innovation
Applied System Innovation Mathematics-Applied Mathematics
CiteScore
7.90
自引率
5.30%
发文量
102
审稿时长
11 weeks
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