Fuzzy Intermittent Control for Nonlinear PDE-ODE Coupled Systems

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Fuzzy Systems Pub Date : 2024-07-17 DOI:10.1007/s40815-024-01748-6
Xi-Dong Shi, Zi-Peng Wang, Junfei Qiao, Huai-Ning Wu, Xiao-Wei Zhang, Xue-Hua Yan
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Abstract

This paper introduces a fuzzy intermittent control issue for nonlinear PDE-ODE coupled system under spatially point measurements (SPMs), which can be represented by an ordinary differential equation (ODE) and a partial differential equation (PDE). Firstly, the nonlinear coupled system is aptly characterized by the Takagi–Sugeno (T–S) fuzzy PDE-ODE coupled model. Subsequently, based on T–S fuzzy model, a novel Lyapunov function (LF) is provided to design a fuzzy intermittent controller ensuring exponential stability of the closed-loop coupled system. The stabilization conditions are presented by means of a group of space-dependent linear matrix inequalities (SDLMIs). Finally, simulation results are given to illustrate the effectiveness of the proposed design method in the control of a hypersonic rocket car (HRC).

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非线性 PDE-ODE 耦合系统的模糊间歇控制
本文介绍了空间点测量(SPM)条件下非线性 PDE-ODE 耦合系统的模糊间歇控制问题,该问题可以用常微分方程(ODE)和偏微分方程(PDE)来表示。首先,通过高木-菅野(Takagi-Sugeno,T-S)模糊 PDE-ODE 耦合模型对非线性耦合系统进行了恰当的表征。随后,在 T-S 模糊模型的基础上,提供了一个新颖的 Lyapunov 函数(LF)来设计一个模糊间歇控制器,确保闭环耦合系统的指数稳定性。通过一组空间相关线性矩阵不等式(SDLMI)提出了稳定条件。最后,给出了仿真结果,以说明所提出的设计方法在高超音速火箭车(HRC)控制中的有效性。
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来源期刊
International Journal of Fuzzy Systems
International Journal of Fuzzy Systems 工程技术-计算机:人工智能
CiteScore
7.80
自引率
9.30%
发文量
188
审稿时长
16 months
期刊介绍: The International Journal of Fuzzy Systems (IJFS) is an official journal of Taiwan Fuzzy Systems Association (TFSA) and is published semi-quarterly. IJFS will consider high quality papers that deal with the theory, design, and application of fuzzy systems, soft computing systems, grey systems, and extension theory systems ranging from hardware to software. Survey and expository submissions are also welcome.
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