Low Dimensional Anti-Disturbance Fuzzy Control for 2-D Spatial Parabolic PDE Systems with Nonlinear ODE Exosystem via Fuzzy Disturbance Observer
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 multiple time-domain disturbances including the disturbance modeled by the nonlinear ordinary differential equation (ODE) exosystem. First, the modal decomposition technique is applied to the PDE system to derive a low dimensional slow subsystem, which is subsequently approximated by a T-S fuzzy model. Next, 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 and FDO, a low dimensional anti-disturbance fuzzy control method is developed to satisfy the uniformly ultimately boundedness (UUB). Finally, the effectiveness of the proposed design method is demonstrated on the control of a diffusion-reaction system.
Authors
- Hong‐Du Wang (ORCID: https://orcid.org/0000-0001-5947-8840)
- Jinzhong Chen
- Zhidong Han (ORCID: https://orcid.org/0000-0002-4990-2211)
Institutions
- Ocean University of China (CN)
Publication Details
- Published
- 2024-10-18
- DOI
- https://doi.org/10.1109/ntci64025.2024.10776500
- Primary Topic
- Textile materials and evaluations
- Type
- article
- Field-Weighted Citation Impact
- 0.00