信息物理生产系统的设计挑战

L. Ribeiro
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引用次数: 40

摘要

信息技术和人工智能的最新进展使智能和高度可重构工厂的创建成为可能,这将导致前所未有的生产发展。信息物理生产系统(CPPS)的概念是指机电部件与智能逻辑实体耦合的系统,使这些工厂单元能够以自适应的方式进行交互,已被视为第四次工业革命的基石之一。然而,二十多年的研究表明,这种设想并不像最近的方案所表明的那样新颖,某些发展现在才达到成熟阶段,使它们可以有限地使用。这是由于一系列持续存在的设计挑战,这些挑战破坏了它们的接受度,同时,在全球范围内运行此类系统的先决条件远未得到满足。本文提供了一个完整的,清晰的和批判性的观点,悬而未决的设计问题,仍然需要得到满足。在此背景下,本文集中讨论了与网络物理生产组件的开发及其在CPPS背景下的操作相关的概念和技术设计障碍。
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Cyber-physical production systems' design challenges
Recent advances in information technologies and artificial intelligence are enabling the creation of intelligent and highly reconfigurable factories which will lead to unprecedented production development. The notion of Cyber-Physical Production System (CPPS), denoting a system where mechatronic components are coupled to a smart logical entity that enables these factory units to interact in an adaptive way, has been presented as one of the cornerstones of what is perceived to be the 4th Industrial Revolution. However, more than two decades of research have shown that such a vision is not as new as recent programmes suggest and that certain developments are only now reaching a maturity stage that renders them usable with limitations. These are due to a set of persistent design challenges that undermine their acceptance along with the fact that the preconditions for operating such systems globally are far from being satisfied. This paper provides an integrated, clear and critical view on pending design issues that still need to be satisfied. In this context, the paper concentrates on the conceptual and technical design barriers that relate to the development of cyber-physical production components and their operation in the context of a CPPS.
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