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Low dimensional anti-disturbance fuzzy control for 2-D spatial parabolic PDE systems with nonlinear ODE exosystem and input dynamics via fuzzy disturbance observer

  • Hong Du Wang*
  • , Hao Wen Wang
  • , Jin Zhong Chen
  • , Zhi Ji Han
  • , Huai Ning Wu
  • *此作品的通讯作者
  • Ocean University of China
  • Shenzhen University

科研成果: 期刊稿件文章同行评审

摘要

A design method of low dimensional anti-disturbance fuzzy control via fuzzy disturbance observer (FDO) is proposed for a class of 2-dimensional (2-D) spatial nonlinear parabolic partial differential equation (PDE) systems with dead-zone band input nonlinearities and multiple time-domain disturbances including the disturbance modeled by the nonlinear ordinary differential equation (ODE) exosystem. The modeled disturbance affects the 2-D spatial PDE system through the input channel. First, the modal decomposition technique is applied to the 2-D spatial PDE system to derive a low dimensional nonlinear slow subsystem to capture its dominant dynamics, which is subsequently approximated by a T-S fuzzy model. To deal with dead-zone band input nonlinearities, a dead-zone band compensator is constructed by using its parameters. Next, in order to reconstruct the unknown nonlinearities in the exosystem, a radial basis function (RBF) fuzzy system is employed and then an FDO is developed to estimate the modeled disturbance. Based on T-S fuzzy model, FDO and dead-zone band compensator, a low dimensional anti-disturbance fuzzy control method is developed in terms of linear matrix inequalities (LMIs). The uniformly ultimately boundedness (UUB) of the 2-D spatial PDE system in the presence of the dead-zone band input and multiple disturbances is analyzed via singular perturbation method. Finally, the effectiveness of the proposed design method is demonstrated on the control of 2-D spatial Burgers-KPP-Fisher diffusion-reaction system.

源语言英语
文章编号109912
期刊Fuzzy Sets and Systems
540
DOI
出版状态已出版 - 1 10月 2026

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