Cyber-physical system model based on multi-agent system

IF 1.7 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Maqbol Ahmed, Okba Kazar, Saad Harous
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引用次数: 0

Abstract

Integrating physical processes with computational components creates cyber-physical systems (CPS) that seamlessly interact between the physical and digital worlds. The cyber-physical system has become an interesting research area and an attractive application domain, especially in industry based on the big advantages of this new paradigm. All companies are trying to use this model to control the real industry sector by integrating the cyber system. Many solutions were proposed however, they were not entirely satisfactory. This research proposes a novel CPS model based on Multi-Agent Systems (MAS). This model takes advantage of MAS's collaborative and distributed nature to improve CPS's performance and functionality. Therefore, this model offers a flexible and scalable approach to the development and management of intricate, and interwoven CPSs. The research focuses on developing a CPS model, that encompasses nine layers: the physical agent, security agent, computation agent, decision-making agent, control agent, communication agent, resilience agent, maintenance agent, and application agent layer. The MAS framework is employed to overcome the challenges associated with CPS design, such as coordination, dependability, maintainability, robustness, security, control etc. The results of this exploration are significant in their contribution to the advancement of CPS modelling by utilising Multi-Agent Systems.

Abstract Image

基于多代理系统的网络物理系统模型
网络物理系统(CPS)将物理过程与计算组件集成在一起,实现了物理世界与数字世界的无缝互动。基于这一新模式的巨大优势,网络物理系统已成为一个有趣的研究领域和极具吸引力的应用领域,尤其是在工业领域。所有公司都在尝试使用这种模式,通过整合网络系统来控制实际工业部门。人们提出了许多解决方案,但都不尽如人意。本研究提出了一种基于多代理系统(MAS)的新型 CPS 模型。该模型利用多代理系统的协作性和分布式特性来提高 CPS 的性能和功能。因此,该模型为开发和管理错综复杂、相互交织的 CPS 提供了一种灵活、可扩展的方法。研究重点是开发一种 CPS 模型,包括九个层次:物理代理层、安全代理层、计算代理层、决策代理层、控制代理层、通信代理层、弹性代理层、维护代理层和应用代理层。MAS 框架被用来克服与 CPS 设计相关的挑战,如协调性、可靠性、可维护性、鲁棒性、安全性、控制等。这项探索的成果对于利用多代理系统推进 CPS 建模具有重要意义。
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来源期刊
IET Cyber-Physical Systems: Theory and Applications
IET Cyber-Physical Systems: Theory and Applications Computer Science-Computer Networks and Communications
CiteScore
5.40
自引率
6.70%
发文量
17
审稿时长
19 weeks
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