Fuzzy Optimal Controller Design of Spatial Single Inverted Pendulum

The tensor product (TP) model transformation has not been applied to the spatial inverted pendulum systems due to the infeasible solution of the increasing number of LMIs. In this paper, we utilized the expansion of the Taylor series to transform the spatial inverted pendulum system into a quasi- LPV polynomial system with disturbances. A supervisory controller is designed for the spatial inverted pendulum system to effectively suppress disturbances. Finally, simulations are carried out with different tensor's sampling methods, such as local extremum optimization strategies and the hammersley sampling method.

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Published
2024-09-20
DOI
https://doi.org/10.1109/csis-iac63491.2024.10919323
Primary Topic
Control and Dynamics of Mobile Robots
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article
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article

Fuzzy Optimal Controller Design of Spatial Single Inverted Pendulum

Jiapei Kang, Guoliang Zhao, Bing Yuan
Control and Dynamics of Mobile Robots
article

Fuzzy Optimal Controller Design of Spatial Single Inverted Pendulum

Jiapei Kang, Guoliang Zhao, Bing Yuan
article en

Abstract

The tensor product (TP) model transformation has not been applied to the spatial inverted pendulum systems due to the infeasible solution of the increasing number of LMIs. In this paper, we utilized the expansion of the Taylor series to transform the spatial inverted pendulum system into a quasi- LPV polynomial system with disturbances. A supervisory controller is designed for the spatial inverted pendulum system to effectively suppress disturbances. Finally, simulations are carried out with different tensor's sampling methods, such as local extremum optimization strategies and the hammersley sampling method.

Inner Mongolia University (CN)
Affordable and clean energy
Openalex Percentile: Top 64%
Control and Dynamics of Mobile Robots
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