基于区块链的云控制器,用于可靠的网络控制系统

IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Zhongcheng Lei , Luis de la Torre , Francisco-José Mañas-Álvarez , Wenshan Hu
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引用次数: 0

摘要

网络控制系统在工业应用中至关重要,但仍然容易受到控制器故障的影响,这可能会破坏运行的稳定性。区块链技术提供了一个分散的解决方案,以提高可靠性。虽然区块链技术到目前为止主要用于金融系统(如加密货币),但由于其强大的功能和优势,它们现在正被越来越多的应用(如物流、电网或物联网)所使用。在本文中,提出并探索了使用区块链来部署分散和可靠的控制器。提出了基于区块链的控制器架构,以提供永久可用、开放访问和开源的控制器。在不同的区块链网络中分析了交易完成的时间和交易成本,从而确定了它们的适用性。我们的分析表明,区块链网络可以潜在地应用于具有足够大的时间常数的缓慢过程。此外,我们建议整合基于事件的控制以降低交易成本,从而提高区块链技术在网络控制系统中的可行性。为了证明我们的方法的实际应用和成本效益,我们提出了一个以温室气候控制系统为重点的案例研究。结果表明,可行的区块链网络-那些与采样周期约束兼容的网络-一致地降低了控制成本。例如,在Fantom区块链上,基于事件的控制在8天的运行周期内将6个系统变量的平均控制成本降低了27.73倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Blockchain-based cloud controllers for reliable networked control systems
Networked control systems are critical in industrial applications but remain vulnerable to controller failures, which can destabilize operations. Blockchain technology offers a decentralized solution to enhance reliability. While blockchain technologies have been mainly used in financial systems (such as cryptocurrencies) so far, they are now being used in an increasing number of applications (such as logistics, power grids, or the Internet of Things) due to their powerful features and advantages. In this article, the use of blockchains is proposed and explored to deploy decentralized and reliable controllers. A blockchain-based controller architecture is presented to provide controllers that are permanently available, open accessible, and open source. Time to transaction finality and cost for transactions are analyzed in different blockchain networks, thus identifying their suitability. Our analysis reveals that blockchain networks can potentially be applied in slow processes with big enough time constants. Moreover, we propose the integration of event-based control to reduce transaction costs, thereby enhancing the viability of blockchain technologies in networked control systems. To demonstrate the practical application and cost efficiency of our approach, we present a case study focusing on a greenhouse climate control system. Results show that feasible blockchain networks – those compatible with sampling period constraints – consistently reduce control costs. For instance, on Fantom blockchain, event-based control achieved a 27.73-fold reduction in average control costs across six system variables over the eight-day operation period.
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来源期刊
Journal of Industrial Information Integration
Journal of Industrial Information Integration Decision Sciences-Information Systems and Management
CiteScore
22.30
自引率
13.40%
发文量
100
期刊介绍: The Journal of Industrial Information Integration focuses on the industry's transition towards industrial integration and informatization, covering not only hardware and software but also information integration. It serves as a platform for promoting advances in industrial information integration, addressing challenges, issues, and solutions in an interdisciplinary forum for researchers, practitioners, and policy makers. The Journal of Industrial Information Integration welcomes papers on foundational, technical, and practical aspects of industrial information integration, emphasizing the complex and cross-disciplinary topics that arise in industrial integration. Techniques from mathematical science, computer science, computer engineering, electrical and electronic engineering, manufacturing engineering, and engineering management are crucial in this context.
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