Finite-Rate Distributed Secondary Control Over Digital Communication Networks Using an Event-Triggered Quantized Algorithm for Islanded Modern Microgrids Utilizing Inverter-Based Resources

IF 9.9 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Industrial Informatics Pub Date : 2024-11-14 DOI:10.1109/TII.2024.3412164
Amir Afshari;Mohammad Raeispour;Masoud Davari;Weinan Gao;Frede Blaabjerg;Tianyou Chai
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Abstract

Grid modernization and large-scale integration of inverter-based resources (IBRs) into distribution systems have resulted in the development of new control strategies relying on information and communication technologies. To this end, this article proposes a distributed secondary control algorithm using an event-triggered mechanism for exchanging information among IBRs over digital communication channels in islanded modern microgrids. Unlike the existing event-triggered studies, the proposed method is based on a nonlinear mapping technique for encoding shared data over digital communication channels, making it suitable for real-world applications. It enables the control system to use digitized and encoded data instead of typical continuous analog information, resulting in the more efficient usage of communication infrastructures. As a result, it can be regarded as a practical algorithm for stabilizing voltage and frequency during the transient and steady-state response of autonomous modern microgrids considering computational constraints and the limited bandwidth of communication systems. Finally, comparative simulation studies and experimental results validate the performance and effectiveness of the proposed algorithm.
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使用事件触发量化算法的数字通信网络上的有限速率分布式二级控制,适用于利用基于逆变器资源的岛式现代微电网
电网现代化和基于逆变器的资源(IBRs)大规模集成到配电系统中,导致了依赖于信息和通信技术的新控制策略的发展。为此,本文提出了一种分布式辅助控制算法,该算法使用事件触发机制在孤岛现代微电网中的ibr之间通过数字通信通道交换信息。与现有的事件触发研究不同,所提出的方法基于非线性映射技术,用于在数字通信信道上编码共享数据,使其适合于现实世界的应用。它使控制系统能够使用数字化和编码的数据而不是典型的连续模拟信息,从而更有效地利用通信基础设施。因此,在考虑计算约束和通信系统带宽限制的情况下,该算法可被视为一种实用的现代自治微电网暂态和稳态响应中的电压和频率稳定算法。最后,对比仿真研究和实验结果验证了所提算法的性能和有效性。
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来源期刊
IEEE Transactions on Industrial Informatics
IEEE Transactions on Industrial Informatics 工程技术-工程:工业
CiteScore
24.10
自引率
8.90%
发文量
1202
审稿时长
5.1 months
期刊介绍: The IEEE Transactions on Industrial Informatics is a multidisciplinary journal dedicated to publishing technical papers that connect theory with practical applications of informatics in industrial settings. It focuses on the utilization of information in intelligent, distributed, and agile industrial automation and control systems. The scope includes topics such as knowledge-based and AI-enhanced automation, intelligent computer control systems, flexible and collaborative manufacturing, industrial informatics in software-defined vehicles and robotics, computer vision, industrial cyber-physical and industrial IoT systems, real-time and networked embedded systems, security in industrial processes, industrial communications, systems interoperability, and human-machine interaction.
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