Finite-Time Fuzzy Boundary Control for 2-D Spatial Nonlinear Parabolic PDE Systems

被引:7
|
作者
Man, Jingtao [1 ,2 ]
Zeng, Zhigang [1 ,2 ]
Sheng, Yin [1 ,2 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Artificial Intelligence & Automat, Wuhan 430074, Peoples R China
[2] Educ Minist China, Key Lab Image Proc & Intelligent Control, Wuhan 430074, Peoples R China
基金
中国国家自然科学基金;
关键词
Finite-time boundness; fuzzy boundary control; planar measurement methods; nonlinear parabolic partial differential equation (PDE) systems; 2-D space;
D O I
10.1109/TFUZZ.2023.3251366
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Seldom existing studies directly focus on the control issues of 2-D spatial partial differential equation (PDE) systems, although they have strong application backgrounds in production and life. Therefore, this article investigates the finite-time control problem of a 2-D spatial nonlinear parabolic PDE system via a Takagi-Sugeno (T-S) fuzzy boundary control scheme. First, the overall fuzzy system model is constructed using T-S fuzzy rules to approximate the original nonlinear system. Second, based on the planar distributed measurement, boundary collocated measurement, and linear measurement methods, three novel kinds of fuzzy boundary controllers are designed, respectively. Then, by employing the variable substitution and integral inequality techniques, three criteria that ensure the finite-time boundness of the considered system are obtained. Finally, simulations of main results are provided to verify the effectiveness and practicability of the proposed measurement and control schemes.
引用
收藏
页码:3278 / 3289
页数:12
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