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非 commensurate 分数阶非线性系统的模糊自适应指令滤波控制

Fuzzy Adaptive Command-Filter Control of Incommensurate Fractional-Order Nonlinear Systems.

作者信息

Gong Dianjun, Wang Yong

机构信息

Department of Automation, University of Science and Technology of China, Hefei 230052, China.

出版信息

Entropy (Basel). 2023 Jun 2;25(6):893. doi: 10.3390/e25060893.

Abstract

This paper focuses on the command-filter control of nonstrict-feedback incommensurate fractional-order systems. We utilized fuzzy systems to approximate nonlinear systems, and designed an adaptive update law to estimate the approximation errors. To overcome the dimension explosion phenomenon in the backstepping process, we designed a fractional-order filter and applied the command filter control technique. The closed-loop system was semiglobally stable, and the tracking error converged to a small neighbourhood of equilibrium points under the proposed control approach. Lastly, the validity of the developed controller is verified with simulation examples.

摘要

本文聚焦于非严格反馈非 commensurate 分数阶系统的指令滤波控制。我们利用模糊系统逼近非线性系统,并设计了自适应更新律来估计逼近误差。为克服反步过程中的维数爆炸现象,我们设计了分数阶滤波器并应用指令滤波控制技术。在所提出的控制方法下,闭环系统是半全局稳定的,且跟踪误差收敛到平衡点的一个小邻域内。最后,通过仿真例子验证了所设计控制器的有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/283f/10297356/7b3d1be0806b/entropy-25-00893-g001.jpg

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