Research Article

ROBUST DELAY-DEPENDENT H∞ CONTROL DESIGN FOR UNCERTAIN TAKAGI-SUGENO TIME-DELAY SYSTEMS

Volume: 38 Number: 3 October 5, 2021
  • Serdar Coskun
EN

ROBUST DELAY-DEPENDENT H∞ CONTROL DESIGN FOR UNCERTAIN TAKAGI-SUGENO TIME-DELAY SYSTEMS

Abstract

Takagi-Sugeno (T-S) fuzzy modeling is a useful tool to represent complex nonlinear systems into a class of linear subsystems with fuzzy sets and reasoning. Presented is an extension of the T-S fuzzy modeling approach for uncertain nonlinear systems with state time-varying delay to derive robust delay-dependent H_∞ control methodology. To this end, we investigate the stability and performance conditions for uncertain T-S fuzzy systems with time-varying delay by the Lyapunov-Krasovskii functional. Then, the stabilization is fulfilled through a fuzzy state-feedback controller. For the synthesis condition, one of the recently developed methods is utilized, and that the solution is dependent on the size and change rate of the delay. The formulations are performed based on the solution of linear matrix inequalities (LMIs). Finally, two numerical examples are presented to validate the effectiveness of the proposed design.

Keywords

References

  1. [1] Richard, J. P., (2003) Time-delay systems: an overview of some recent advances and open problems, Automatica 39(10), 1667-1694.
  2. [2] Cao, Y. Y., Frank, P. M., (2001) Stability analysis and synthesis of nonlinear time-delay systems via linear Takagi–Sugeno fuzzy models, Fuzzy Sets and Systems 124(2), 213-229.
  3. [3] Guan, X. P., Chen, C. L., (2004) Delay-dependent guaranteed cost control for TS fuzzy systems with time delays, IEEE Transactions on Fuzzy Systems 12(2), 236-249.
  4. [4] Li, X., Gao, H., Gu, K., (2016) Delay-independent stability analysis of linear time-delay systems based on frequency discretization, Automatica 70, 288-294.
  5. [5] Gouaisbaut, F., Peaucelle, D., (2006) Delay-dependent stability analysis of linear time delay systems, IFAC Proceedings Volumes 39(10), 54-59.
  6. [6] Kwon, O. M., Park, M. J., Park, J. H., Lee, S. M., (2016) Stability and stabilization of TS fuzzy systems with time-varying delays via augmented Lyapunov-Krasovskii functionals, Information Sciences 372, 1-15.
  7. [7] Yang, J., Luo, W. P., Shi, K. B., Zhao, X., (2016) Robust stability analysis of uncertain TS fuzzy systems with time-varying delay by improved delay-partitioning approach. Journal of Nonlinear Sciences & Applications (JNSA) 9(1), 171-185.
  8. [8] Lian, Z., He, Y., Zhang, C. K., Wu, M., (2017) Further robust stability analysis for uncertain Takagi–Sugeno fuzzy systems with time-varying delay via relaxed integral inequality, Information Sciences 409, 139-150.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Authors

Serdar Coskun This is me
0000-0002-7080-0340
Türkiye

Publication Date

October 5, 2021

Submission Date

November 10, 2019

Acceptance Date

June 7, 2020

Published in Issue

Year 2020 Volume: 38 Number: 3

APA
Coskun, S. (2021). ROBUST DELAY-DEPENDENT H∞ CONTROL DESIGN FOR UNCERTAIN TAKAGI-SUGENO TIME-DELAY SYSTEMS. Sigma Journal of Engineering and Natural Sciences, 38(3), 1351-1368. https://izlik.org/JA88HT28CH
AMA
1.Coskun S. ROBUST DELAY-DEPENDENT H∞ CONTROL DESIGN FOR UNCERTAIN TAKAGI-SUGENO TIME-DELAY SYSTEMS. SIGMA. 2021;38(3):1351-1368. https://izlik.org/JA88HT28CH
Chicago
Coskun, Serdar. 2021. “ROBUST DELAY-DEPENDENT H∞ CONTROL DESIGN FOR UNCERTAIN TAKAGI-SUGENO TIME-DELAY SYSTEMS”. Sigma Journal of Engineering and Natural Sciences 38 (3): 1351-68. https://izlik.org/JA88HT28CH.
EndNote
Coskun S (October 1, 2021) ROBUST DELAY-DEPENDENT H∞ CONTROL DESIGN FOR UNCERTAIN TAKAGI-SUGENO TIME-DELAY SYSTEMS. Sigma Journal of Engineering and Natural Sciences 38 3 1351–1368.
IEEE
[1]S. Coskun, “ROBUST DELAY-DEPENDENT H∞ CONTROL DESIGN FOR UNCERTAIN TAKAGI-SUGENO TIME-DELAY SYSTEMS”, SIGMA, vol. 38, no. 3, pp. 1351–1368, Oct. 2021, [Online]. Available: https://izlik.org/JA88HT28CH
ISNAD
Coskun, Serdar. “ROBUST DELAY-DEPENDENT H∞ CONTROL DESIGN FOR UNCERTAIN TAKAGI-SUGENO TIME-DELAY SYSTEMS”. Sigma Journal of Engineering and Natural Sciences 38/3 (October 1, 2021): 1351-1368. https://izlik.org/JA88HT28CH.
JAMA
1.Coskun S. ROBUST DELAY-DEPENDENT H∞ CONTROL DESIGN FOR UNCERTAIN TAKAGI-SUGENO TIME-DELAY SYSTEMS. SIGMA. 2021;38:1351–1368.
MLA
Coskun, Serdar. “ROBUST DELAY-DEPENDENT H∞ CONTROL DESIGN FOR UNCERTAIN TAKAGI-SUGENO TIME-DELAY SYSTEMS”. Sigma Journal of Engineering and Natural Sciences, vol. 38, no. 3, Oct. 2021, pp. 1351-68, https://izlik.org/JA88HT28CH.
Vancouver
1.Serdar Coskun. ROBUST DELAY-DEPENDENT H∞ CONTROL DESIGN FOR UNCERTAIN TAKAGI-SUGENO TIME-DELAY SYSTEMS. SIGMA [Internet]. 2021 Oct. 1;38(3):1351-68. Available from: https://izlik.org/JA88HT28CH

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