Intelligent Cyber-Physical Systems for Industry 4.0

D. Cogliati, M. Falchetto, D. Pau, M. Roveri, Gabriele Viscardi
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引用次数: 15

Abstract

Cyber-Physical Systems (CPSs) represent the technological asset of Industry 4.0. This paper introduces a novel generation of CPSs, called Intelligent CPSs, able to integrate intelligent functionalities such as fault prediction, autonomous behavior and self-adaptation directly at the CPS units. Such functionalities will increase the autonomy, reduce the required bandwidth and increase the energy-efficiency of CPSs making them able to fully address the challenging needs and increasing performance in Industry 4.0 (as well as other relevant technological scenarios, e.g., smart Internet-of-Things). The effectiveness and efficiency of the proposed intelligent CPSs have been tested in two real-world application scenarios.
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工业4.0智能信息物理系统
信息物理系统(cps)代表了工业4.0的技术资产。本文介绍了一种新型CPS,称为智能CPS,它能够直接在CPS单元上集成诸如故障预测、自主行为和自适应等智能功能。这些功能将增加cps的自主性,减少所需带宽并提高能效,使其能够完全满足工业4.0(以及其他相关技术场景,例如智能物联网)中的挑战性需求并提高性能。所提出的智能cps的有效性和效率已经在两个实际应用场景中进行了测试。
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