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Using Autonomous Intelligence to Build a Smart Shop Floor

机译:使用自主智能构建智能车间

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The vision of smart factory is based on the notion of Industry 4.0 that denotes technologies and concepts related to cyber-physical systems and the Internet of Things (IoT). In smart factories cyber-physical systems monitor physical processes, create a virtual copy of the physical world and make decentralized decisions. Over the IoT, cyber-physical systems communicate and cooperate with each other in real time. This paper presents a smart factory architecture based on communication and computing layers that embed scheduling mechanisms within a mechanical shop floor. Every physical entity in the shop floor is seen as an autonomous intelligent agent that performs tasks guided by dynamic scheduling functions. A test bed has been set up to show how physical entities can be cooperative and autonomous units that can automatize the shop floor operation processes. The results verify the feasibility and efficiency of proposed method.
机译:智能工厂的愿景基于工业4.0的概念,该概念表示与网络物理系统和物联网(IoT)相关的技术和概念。在智能工厂中,网络物理系统监视物理过程,创建物理世界的虚拟副本并做出分散决策。通过物联网,网络物理系统之间可以实时通信和协作。本文提出了一种基于通信和计算层的智能工厂体系结构,该体系结构将调度机制嵌入机械车间内。车间中的每个物理实体都被视为自治的智能代理,它执行由动态调度功能指导的任务。已经建立了一个测试平台,以显示物理实体如何可以成为协作和自治的单位,这些单位可以实现车间操作流程的自动化。结果证明了该方法的可行性和有效性。

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