Key Directions for Industrial Agent Based Cyber-Physical Production Systems
Key Directions for Industrial Agent Based Cyber-Physical Production Systems
复制标题
基于工业智能体的信息物理生产系统的关键方向
DOI：
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发表时间：
2019
期刊：
影响因子：
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通讯作者：
B. Vogel‐Heuser
中科院分区：
文献类型：
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作者：
S. Karnouskos;L. Ribeiro;P. Leitão;A. Lüder;B. Vogel‐Heuser
快速的技术进步和日益增长的数字化带来了新的机遇，但也给现代生产系统带来了新的挑战。工业代理的概念和技术可以用来解决现代网络物理生产系统（CPPS）的需求。为此，需要更好地理解和评估它们的相互作用，特别是在工业环境中。在这项工作中，主要是设计模式，代理和CPPS之间的接口，指标，以评估基于代理的CPPS的质量，和分布式智能实现或代理相关的工业代理CPPS的调查的主要方向进行了分析。尽管代理和CPPS领域都做出了努力，但它们的合并仍然有几个方面尚未得到充分研究，特别是在考虑CPPS的大规模系统时，以及本工作中讨论的拟议四个方向，似乎有希望解决几个关键问题。潜在的挑战。
Rapid technology advances and increasing digitalization bring new opportunities but also put new challenges to modern production systems. Industrial agent concepts and technologies can be used to address the needs of modern Cyber-Physical Production Systems (CPPS). To do so, their interplay, especially in industrial settings, needs to be better understood and assessed. Key directions for investigations that are relevant for industrial agent based CPPS are analyzed in this work, mainly the design patterns, interfaces between agents and CPPS, metrics to evaluate the quality of agent based CPPS, and distributed intelligence implemented in or by agents. Although efforts exist both in agent and CPPS domains, their amalgamation still has several aspects that are under-investigated, especially when considering large-scale systems of CPPS, and the proposed four directions discussed in this work, seem promising to address several of the key underlying challenges.