基于模糊高阶微分器观测器的分布式电池储能系统弹性控制,对抗无约束 FDI 攻击

IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Jianfeng Dai, Wenjian Chen, Xia Zhou
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引用次数: 0

摘要

本文探讨了分布式电池储能系统(BESS)的频率恢复问题,以及二次控制输入受到虚假数据注入攻击(FDI)后的充电状态(SOC)平衡问题。为了实现频率恢复和功率自适应分配,引入了基于模糊高阶微分器(FHOD)观测器的分布式弹性控制。为了缓解传统滑模观测器颤振造成的性能下降,采用了高阶微分器(HOD)作为观测器。通过引入模糊控制逻辑来优化微分器的系数,根据跟踪误差来调整所提出的微分器系数,从而减少观测器在攻击信号变化时的瞬态过冲,这种方法有效地平衡了响应速度和观测精度。仿真结果表明,与传统的 HOD 观察器相比,建议的控制策略能够减轻复杂和无约束 FDI 攻击对 BESS 造成的影响,并在攻击信号变化时表现出更优越的瞬态性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Fuzzy high order differentiator observer based resilient control for distributed battery energy storage systems against unbounded FDI attacks

Fuzzy high order differentiator observer based resilient control for distributed battery energy storage systems against unbounded FDI attacks

This paper addresses the issue of frequency recovery in distributed battery energy storage systems (BESSs) and the balancing of the state of charge (SOC) after secondary control inputs have been subjected to false data injection attacks (FDI). A fuzzy high order differentiator (FHOD) observer based distributed resilient control is introduced with the aim of achieving frequency restoration and power adaptive allocation. In order to mitigate the performance degradation caused by the chattering of traditional sliding mode observers, a high order differentiator (HOD) is employed as an observer. By introducing fuzzy control logic to optimize the coefficients of the differentiator, the coefficient of the proposed differentiator is adjusted based on the tracking error, thereby reducing the transient overshoot of the observer when the attack signal changes, which approach effectively balances the response speed and observation accuracy. The simulation outcomes demonstrate that the suggested control strategy is able to mitigate the effects caused by complex and unbounded FDI attacks on the BESSs and exhibits superior transient performance compared to traditional HOD observer in response to changes in attack signal.

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来源期刊
IET Control Theory and Applications
IET Control Theory and Applications 工程技术-工程:电子与电气
CiteScore
5.70
自引率
7.70%
发文量
167
审稿时长
5.1 months
期刊介绍: IET Control Theory & Applications is devoted to control systems in the broadest sense, covering new theoretical results and the applications of new and established control methods. Among the topics of interest are system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation. The scope encompasses technological, economic, physiological (biomedical) and other systems, including man-machine interfaces. Most of the papers published deal with original work from industrial and government laboratories and universities, but subject reviews and tutorial expositions of current methods are welcomed. Correspondence discussing published papers is also welcomed. Applications papers need not necessarily involve new theory. Papers which describe new realisations of established methods, or control techniques applied in a novel situation, or practical studies which compare various designs, would be of interest. Of particular value are theoretical papers which discuss the applicability of new work or applications which engender new theoretical applications.
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