Distributed hybrid control for heterogeneous multi-agent systems subject to deception attacks and its application to secondary control for DC microgrid

稳健性(进化) 控制理论(社会学) 计算机科学 欺骗 共识 李雅普诺夫函数 多智能体系统 鲁棒控制 微电网 数学优化 数学 控制系统 工程类 控制(管理) 人工智能 法学 政治学 化学 非线性系统 物理 电气工程 基因 量子力学 生物化学
作者
Shuangye Mo,Wu‐Hua Chen,Hao Sun,Qian Wan
出处
期刊:Applied Mathematical Modelling [Elsevier BV]
卷期号:125: 48-65 被引量:7
标识
DOI:10.1016/j.apm.2023.09.015
摘要

This paper addresses the mean-square quasi-consensus problem for a class of heterogeneous multi-agent systems (MASs) with cascade-type two-layer structure subject to discrete-time deception attacks. A two-layer distributed hybrid controller is proposed based on the structural characteristics of the considered MASs. The deception attacks are supposed to occur in the upper-layer communication channel and their occurrence are modeled by a Bernoulli process. The discrete-time deception signal is considered as a bounded external disturbance sequence, so the mean-square quasi-consensus problem can be reduced to a mean-square exponential input-to-state stability (MSEISS) problem. A novel MSEISS analysis method combined with the use of a weighted discontinuous Lyapunov function is developed to establish a MSEISS criterion of the consensus error system, where the robustness performance of the mean-square quasi-consensus with respect to the randomly occurring deception attacks is quantified by the MSEISS gain. The effectiveness of the proposed resilient distributed hybrid control algorithm is verified through numerical simulations. Specifically, the proposed resilient control algorithm is applied to the secondary control of DC microgrid with discrete interaction. Several case studies show that the resulting resilient distributed hybrid secondary control algorithm has a good robustness performance on resisting the deception attacks.
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