HPPD-Type Fuzzy State-FDI Estimation and Resilient Control of Cyber-Physical DC Microgrids With Hybrid Attacks

IF 10.7 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE IEEE Transactions on Fuzzy Systems Pub Date : 2024-09-12 DOI:10.1109/TFUZZ.2024.3458895
Fuyi Yang;Xiangpeng Xie;Yan-Wu Wang;Reinaldo Martínez Palhares
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Abstract

This article adopts a novel homogeneous polynomial parameter-dependent (HPPD) codesign method to deal with the security control problem of the Takagi–Sugeno fuzzy system of cyber-physical dc microgrid under hybrid attacks. A new fuzzy control scheme and state estimation scheme, i.e., a function whose homogeneous polynomial parameters depend on the fuzzy membership function normalized at the current time, is proposed to achieve the combined goal of relaxed control and accurate estimation. Relaxed exponential stability conditions are then derived with less conservatism than the existing conditions. In addition, an HPPD codesign method is further proposed. The effectiveness and superiority of the results in this article are illustrated through simulation examples.
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具有混合攻击的网络物理直流微电网的 HPPD 型模糊状态 FDI 估算和弹性控制
本文采用一种新颖的齐次多项式参数相关(HPPD)协同设计方法来处理网络物理直流微电网Takagi-Sugeno模糊系统在混合攻击下的安全控制问题。提出了一种新的模糊控制和状态估计方案,即一个函数的齐次多项式参数依赖于当前归一化的模糊隶属度函数,以达到放松控制和精确估计的结合目标。然后推导出较现有条件保守性更小的松弛指数稳定条件。此外,进一步提出了一种HPPD协同设计方法。通过仿真算例说明了本文所得结果的有效性和优越性。
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来源期刊
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems 工程技术-工程:电子与电气
CiteScore
20.50
自引率
13.40%
发文量
517
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Fuzzy Systems is a scholarly journal that focuses on the theory, design, and application of fuzzy systems. It aims to publish high-quality technical papers that contribute significant technical knowledge and exploratory developments in the field of fuzzy systems. The journal particularly emphasizes engineering systems and scientific applications. In addition to research articles, the Transactions also includes a letters section featuring current information, comments, and rebuttals related to published papers.
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