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首页> 外文期刊>Communications Surveys & Tutorials, IEEE >A Survey on Information and Communication Technologies for Industry 4.0: State-of-the-Art, Taxonomies, Perspectives, and Challenges
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A Survey on Information and Communication Technologies for Industry 4.0: State-of-the-Art, Taxonomies, Perspectives, and Challenges

机译:工业4.0的信息和通信技术调查:最新技术,分类法,观点和挑战

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摘要

A new industrial revolution is undergoing, based on a number of technological paradigms. The will to foster and guide this phenomenon has been summarized in the expression "Industry 4.0" (I4.0). Initiatives under this term share the vision that many key technologies underlying Cyber-Physical Systems and Big Data Analytics are converging to a new distributed, highly automated, and highly dynamic production network, and that this process needs regulatory and cultural advancements to effectively and timely develop. In this work, we focus on the technological aspect only, highlighting the unprecedented complexity of I4.0 emerging from the scientific literature. While previous works have focused on one or up to four related enablers, we consider ten technological enablers, including besides the most cited Big Data, Internet of Things, and Cloud Computing, also others more rarely considered as Fog and Mobile Computing, Artificial Intelligence, Human-Computer Interaction, Robotics, down to the often overlooked, very recent, or taken for granted Open-Source Software, Blockchain, and the Internet. For each we explore the main characteristics in relation to I4.0 and its interdependencies with other enablers. Finally we provide a detailed analysis of challenges in leveraging each of the enablers in I4.0, evidencing possible roadblocks to be overcome and pointing at possible future directions of research. Our goal is to provide a reference for the experts in some of the technological fields involved, for a reconnaissance of integration and hybridization possibilities with other fields in the endeavor of I4.0, as well as for the laymen, for a high-level grasp of the variety (and often deep history) of the scientific research backing I4.0.
机译:基于许多技术范例,一场新的工业革命正在发生。 “工业4.0”(I4.0)中总结了促进和引导这种现象的意愿。此术语下的倡议的愿景是,网络物理系统和大数据分析基础的许多关键技术正在融合到一个新的分布式,高度自动化和高度动态的生产网络中,并且此过程需要监管和文化方面的改进才能有效,及时地发展。在这项工作中,我们仅关注技术方面,强调了来自科学文献的I4.0前所未有的复杂性。虽然先前的工作集中在一个或多达四个相关的推动因素上,但我们考虑了十个技术推动因素,除了引用最多的大数据,物联网和云计算外,还很少考虑其他因素,如雾和移动计算,人工智能,人机交互,机器人技术,到经常被忽视的,最近的或被视为理所当然的开源软件,区块链和互联网。对于每一个,我们都探索与I4.0相关的主要特征及其与其他推动者的相互依赖性。最后,我们提供了在利用I4.0中的每个促成因素时所面临的挑战的详细分析,指出了可能要克服的障碍,并指出了未来可能的研究方向。我们的目标是为某些相关技术领域的专家,I4.0努力与其他领域的整合和杂交可能性以及外行人员的高级掌握提供参考。支持I4.0的各种(通常是很深的历史)。

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