Tuning the controller gains using sensitivity analysis

Abstract This paper tries to solve the general problem of controller gain tuning. To that end, sensitivity analysis has been utilized. The study provides vital results to extend the usage of sensitivity analysis for the class of finite‐time stable dynamics. The controller gain tuning procedure is elaborated by considering the examples of state feedback control and predefined time control. An insight into the selection of the gains or system parameters for these class of systems is presented with the help of sensitivity analysis. The sensitivity of the solution for these class of systems with the variation in the gains or system parameters is studied. Having know‐how about the adjustment of these system gains or parameters will be beneficial from the point of view of practical applications. Thus, the proposed approach finds utility in controller gain tuning, which is an important aspect of control design.

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Institutions

Publication Details

Journal
Asian Journal of Control
Published
2024-10-16
DOI
https://doi.org/10.1002/asjc.3504
Citations
1
Primary Topic
Adaptive Control of Nonlinear Systems
Type
article
Field-Weighted Citation Impact
0.33

Funders

Controls
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Tuning the controller gains using sensitivity analysis

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Asian Journal of Control
Adaptive Control of Nonlinear Systems
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article

Tuning the controller gains using sensitivity analysis

Xiaogang Xiong, Henry Leung, Sunil Kumar, Shyam Kamal, Anil Kumar Pal
article en
1 citations

Abstract

Abstract This paper tries to solve the general problem of controller gain tuning. To that end, sensitivity analysis has been utilized. The study provides vital results to extend the usage of sensitivity analysis for the class of finite‐time stable dynamics. The controller gain tuning procedure is elaborated by considering the examples of state feedback control and predefined time control. An insight into the selection of the gains or system parameters for these class of systems is presented with the help of sensitivity analysis. The sensitivity of the solution for these class of systems with the variation in the gains or system parameters is studied. Having know‐how about the adjustment of these system gains or parameters will be beneficial from the point of view of practical applications. Thus, the proposed approach finds utility in controller gain tuning, which is an important aspect of control design.

Asian Journal of ControlVol. 27(3)
Thapar Institute of Engineering & Technology (IN), Indian Institute of Technology Bombay (IN), University of Calgary (CA), Harbin Institute of Technology (CN), Indian Institute of Technology BHU (IN), Banaras Hindu University (IN)
Shenzhen Science and Technology Innovation Program
Openalex Percentile: Top 41%
Adaptive Control of Nonlinear Systems
0.33
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