输入量化模糊DP-CPS的有限时间有界性及模糊动态抛物控制器的网络攻击

IF 3.4 2区 数学 Q1 MATHEMATICS, APPLIED
Teng-Fei Li , Liming Ding , Xiao-Heng Chang , Ju H. Park
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引用次数: 0

摘要

本文主要研究有限时间区间非线性分布参数网络物理系统(DP-CPS)。利用Takagi-Sugeno (T-S)模糊模型捕获了DP-CPS的非线性,从而产生了一类模糊抛物型偏微分方程(PDE)。为了优化网络资源,采用了一类动态量化器对测量输出和控制输入信号进行量化。针对具有空间分布特性的系统,由于传统控制方法无法有效处理系统参数的空间变化而导致控制性能下降的问题,首先提出了一种具有攻击的模糊空间依赖动态抛物控制策略,以简化控制设计策略。基于Lyapunov泛函,对模糊抛物型偏微分方程的有限时间有界性进行了分析。给出了模糊闭环系统的有限时间有界控制器的设计条件和动态量化器的调整参数。此外,采用任意给定矩阵法对控制设计条件下的耦合非线性项进行解耦。通过对由两个圆柱形锂电池组成的级联系统进行仿真,验证了所提控制方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Finite-time boundedness of fuzzy DP-CPS with input quantization and network attack via fuzzy dynamic parabolic controller approach
This paper focuses on the research of nonlinear distributed parameter cyber physical systems (DP-CPS) via finite-time interval. The nonlinearity of the DP-CPS is captured through the utilization of the Takagi–Sugeno (T–S) fuzzy model, which gives rise to a class of fuzzy parabolic partial differential equation (PDE). In order to optimize the network resources, a class of dynamic quantizer is employed to quantize the measurement output and control input signals. Then a fuzzy spatial-dependent dynamic parabolic control strategy with attack is firstly proposed to simplify the control design strategy and address the issue of degraded control performance caused by the inability of traditional control methods to effectively handle spatial variations in system parameters for systems with spatially distributed characteristics. The analysis of finite-time boundedness for the fuzzy parabolic PDE is conducted based on the Lyapunov functional. The finite-time boundedness controller design conditions and the adjustment parameters for the dynamic quantizers are presented for the fuzzy closed-loop system. Additionally, an any given matrix method is employed to decouple the coupled nonlinear terms in the control design conditions. The effectiveness of the proposed control approach has been confirmed through simulation conducted on a cascaded system comprising two cylindrical lithium batteries.
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来源期刊
Communications in Nonlinear Science and Numerical Simulation
Communications in Nonlinear Science and Numerical Simulation MATHEMATICS, APPLIED-MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
CiteScore
6.80
自引率
7.70%
发文量
378
审稿时长
78 days
期刊介绍: The journal publishes original research findings on experimental observation, mathematical modeling, theoretical analysis and numerical simulation, for more accurate description, better prediction or novel application, of nonlinear phenomena in science and engineering. It offers a venue for researchers to make rapid exchange of ideas and techniques in nonlinear science and complexity. The submission of manuscripts with cross-disciplinary approaches in nonlinear science and complexity is particularly encouraged. Topics of interest: Nonlinear differential or delay equations, Lie group analysis and asymptotic methods, Discontinuous systems, Fractals, Fractional calculus and dynamics, Nonlinear effects in quantum mechanics, Nonlinear stochastic processes, Experimental nonlinear science, Time-series and signal analysis, Computational methods and simulations in nonlinear science and engineering, Control of dynamical systems, Synchronization, Lyapunov analysis, High-dimensional chaos and turbulence, Chaos in Hamiltonian systems, Integrable systems and solitons, Collective behavior in many-body systems, Biological physics and networks, Nonlinear mechanical systems, Complex systems and complexity. No length limitation for contributions is set, but only concisely written manuscripts are published. Brief papers are published on the basis of Rapid Communications. Discussions of previously published papers are welcome.
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