Predictive Controller for Large-Scale Fuzzy Polynomial Systems

This paper presents an innovative method to tackle the predictive-control challenges associated with large-scale fuzzy polynomial systems comprising interconnected polynomial fuzzy systems. This study models large-scale nonlinear fuzzy systems in a polynomial framework, which can reduce the number o...

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Veröffentlicht in:Journal of advanced computational intelligence and intelligent informatics 2024-09, Vol.28 (5), p.1186-1194
Hauptverfasser: Xu, Ziqin, Li, Lizhen
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper presents an innovative method to tackle the predictive-control challenges associated with large-scale fuzzy polynomial systems comprising interconnected polynomial fuzzy systems. This study models large-scale nonlinear fuzzy systems in a polynomial framework, which can reduce the number of fuzzy rules. We derive the conditions for controller synthesis in the main theorem using the Lyapunov theory and sum-of-squares technique. Simulation results confirm the validity and efficiency of this approach.
ISSN:1343-0130
1883-8014
DOI:10.20965/jaciii.2024.p1186