非平方过程的分布式积分可控性:综合研究与数值分析

IF 3.7 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Steven Weidong Su , Zhihan Zhang , Branko Celler , Andrey Savkin
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引用次数: 0

摘要

与集中式系统相比,分布式控制系统具有显著的优势,如灵活性更强、故障容错能力更强、系统设计更简化等。在包含积分作用的分散结构下,线性方形系统的可控性已得到充分探讨,但在处理各种控制和优化方案中普遍存在的非方形过程时,挑战也随之而来。传统上,通过调整输入和输出将非方形系统控制成方形配置,以应用分散积分可控性(DIC)分析,这可能会影响系统的可靠性和控制器的灵活性。为解决这一问题,我们提出将分散积分可控性直接应用于非方形过程,称为 DIC-NSQ。我们通过状态空间描述来表示系统,将其转换为标准奇异扰动形式,然后利用奇异扰动分析来建立其必要条件和充分条件。通过数值示例,我们证明了 DIC-NSQ 能够有效地保持无偏移跟踪,即使在致动器发生故障的情况下也能确保稳健的性能。这一贡献标志着分布式控制系统领域的进步,尤其是在涉及非方形过程的应用方面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distributed integral controllability for non-square processes: A comprehensive study and numerical analysis
Distributed control systems offer significant benefits such as enhanced flexibility, improved failure tolerance, and simplified system design compared to centralized systems. While the controllability of linear square systems under decentralized structures incorporating integral action is well-explored, challenges arise when dealing with non-square processes, which are prevalent in various control and optimization scenarios. Traditionally, non-square systems are manipulated into square configurations by adjusting inputs and outputs to apply decentralized integral controllability (DIC) analysis, potentially affecting the system’s reliability and controller flexibility. To address this issue, we propose a direct application of decentralized integral controllability to non-square processes, termed DIC-NSQ. We approach this problem by representing the system through a state space description, transforming it into standard singular perturbation form, and subsequently establishing its necessary as well as sufficient conditions using singular perturbation analysis. Through numerical examples, we demonstrate that DIC-NSQ effectively maintains offset-free tracking and ensures robust performance, even in the presence of actuator failures. This contribution marks an advancement in the field of distributed control systems, particularly for applications involving non-square processes.
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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