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The Role of Multi-Agents in Digital Twin Implementation: Short Survey
ACM Computing Surveys ( IF 23.8 ) Pub Date : 2024-09-24 , DOI: 10.1145/3697350
Kalyani Yogeswaranathan, Rem Collier

In recent years, Digital Twin (DT) technology has emerged as a significant technological advancement. A digital twin is a digital representation of a physical asset that mirrors its data model, behaviour, and interactions with other physical assets. Digital Twin aims to achieve adaptability, seamless data integration, modelling, simulation, automation, and real-time data management. The primary goal of this paper is to explore the role of agents in DT implementations, seeking to understand their predominant usage scenarios and purposes. From our perspective, agents serving as intelligent entities play a role in realising the features of DTs. This paper also discusses the gaps in DT, highlights future directions, and analyses various technologies integrated with multi-agent systems technologies in DT implementations. Finally, the paper briefly discusses an overview of an architecture to implement a DT for smart agriculture with multi-agents.

中文翻译:


多智能体在数字孪生实施中的作用:简短调查



近年来,数字孪生 (DT) 技术已成为一项重大的技术进步。数字孪生是物理资产的数字表示形式,它反映了其数据模型、行为以及与其他物理资产的交互。数字孪生旨在实现适应性、无缝数据集成、建模、仿真、自动化和实时数据管理。本文的主要目标是探索代理在 DT 实施中的作用,寻求了解它们的主要使用场景和目的。从我们的角度来看,作为智能实体的代理在实现 DT 的功能方面发挥着作用。本文还讨论了 DT 方面的差距,强调了未来的方向,并分析了 DT 实施中与多智能体系统技术集成的各种技术。最后,本文简要讨论了使用多智能体为智能农业实现 DT 的架构概述。
更新日期:2024-09-24
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