Intelligent robust control of unstable dynamic object with remote knowledge base tuning

This work is a continuation of series of papers published in previous issues of the electronic journal. The control object is a classical problem of the theory of control «Cart–Pole». In the experiment used a more sophisticated robot with second feedback. In this paper the technology of fuzzy controller design based on the measured physi-cal signal for creating teaching signal is described. In this paper the comparison of the fuzzy controllers is de-scribed using the software tool as «Soft Computing Optimizer» with the classical PID controller. Setting up a knowledge base of fuzzy controller is carried out using a remote connection to the control object in real time.

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Publication Details

Journal
Robotics and Technical Cybernetics
Published
2024-12-20
DOI
https://doi.org/10.31776/rtcj.12405
Primary Topic
Advanced Algorithms and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Intelligent robust control of unstable dynamic object with remote knowledge base tuning

Olga Tyatyushkina, Andrey Reshetnikov, S.V. Ulyanov
Robotics and Technical Cybernetics
Advanced Algorithms and Applications
article

Intelligent robust control of unstable dynamic object with remote knowledge base tuning

Olga Tyatyushkina, Andrey Reshetnikov, S.V. Ulyanov
article en

Abstract

This work is a continuation of series of papers published in previous issues of the electronic journal. The control object is a classical problem of the theory of control «Cart–Pole». In the experiment used a more sophisticated robot with second feedback. In this paper the technology of fuzzy controller design based on the measured physi-cal signal for creating teaching signal is described. In this paper the comparison of the fuzzy controllers is de-scribed using the software tool as «Soft Computing Optimizer» with the classical PID controller. Setting up a knowledge base of fuzzy controller is carried out using a remote connection to the control object in real time.

Robotics and Technical CyberneticsVol. 12(4)
Openalex Percentile: Top 72%
Advanced Algorithms and Applications
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