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Analysis and synthesis of switched nonlinear systems using the T-S fuzzy model. (English) Zbl 1193.93124

Summary: The methods based on Lyapunov stability theorem to study the stability and switching law design for the T-S fuzzy switched systems with state-driven switching method are presented. Furthermore, these methods can be applied to cases when all individual systems are unstable. The PDC is employed to design fuzzy controllers from the T-S fuzzy models. The stabilization analysis is reduced to a problem of finding a common Lyapunov function for a set of linear matrix inequalities. Finally, a numerical example and an illustrative example based on the chemical process example are given to show the merits of the proposed approach, respectively.

MSC:

93C42 Fuzzy control/observation systems
93D15 Stabilization of systems by feedback
Full Text: DOI

References:

[1] Liberzon, D.; Morse, A. S., Basic problems in stability and design of switched systems, IEEE Control Syst. Mag., 19, 59-70 (1999) · Zbl 1384.93064
[2] Morse, A. S., Supervisory control of families of linear set-point controllers. Part 1: Exact matching, IEEE Trans. Automat. Control, 41, 10, 1413-1431 (1996) · Zbl 0872.93009
[3] Sheu, J.-B., A hybrid fuzzy-optimization approach to customer grouping-based logistics distribution operations, Appl. Math. Model., 31, 6, 1048-1066 (2007) · Zbl 1211.90325
[4] Agrachev, A. A.; Liberzon, D., Lie-algebraic stability criteria for switched systems, SIAM J. Control Optimiz., 41, 1, 253-269 (2001) · Zbl 0995.93064
[5] Cheng, D.; Guo, L.; Huan, J., On quadratic Lyapunov functions, IEEE Trans. Automat. Control, 48, 5, 885-890 (2003) · Zbl 1364.93557
[6] Dayawansa, W. P.; Martin, C. F., A converse Lyapunov theorem for a class of dynamical systems which undergo switching, IEEE Trans. Automat. Control, 44, 4, 751-760 (1999) · Zbl 0960.93046
[7] Li, Z. G.; Wen, C. Y.; Soh, Y. C., Stabilization of a class of switched systems via designing switching laws, IEEE Trans. Automat. Control, 46, 4, 665-670 (2001) · Zbl 1001.93065
[8] Sun, Z.; Ge, S. S., Analysis and synthesis of switched linear control systems, Automatica, 41, 181-195 (2005) · Zbl 1074.93025
[9] Skafidas, E.; Evans, R. J.; Savkin, A. V.; Petersen, I. R., Stability results for switched controller systems, Automatica, 35, 553-556 (1999) · Zbl 0949.93014
[11] Zhai, G.; Hu, B.; Yasuda, K.; Michel, A. N., Stability analysis of switched systems with stable and unstable subsystems: an average dwell time approach, Int. J. Syst. Sci., 32, 1055-1061 (2001) · Zbl 1022.93043
[12] Lu, B.; Wu, F., Switching LPV control design using multiple parameter-dependent Lyapunov functions, Automatica, 40, 1973-1980 (2004) · Zbl 1133.93370
[13] Chiou, J.-S., Stability analysis for a class of switched large-scale time-delay systems via time-switched method, IEE Proc. Control Theory Appl., 153, 684-688 (2006)
[14] Eftekhari, M.; Katebi, S. D., Extracting compact fuzzy rules for nonlinear system modeling using subtractive clustering, GA and unscented filter, Appl. Math. Model., 32, 12, 2634-2651 (2008)
[15] Salgado, P., Rule generation for hierarchical collaborative fuzzy system, Appl. Math. Model., 32, 7, 1159-1178 (2008) · Zbl 1179.93118
[16] Chen, C.-L.; Lin, S.-H.; Chen, C.-K., Application of Taylor transformation to nonlinear predictive control problem, Appl. Math. Model., 20, 9, 699-710 (1996) · Zbl 0860.93008
[17] Abbasbandy, S.; Amirfakhrian, M., A new approach to universal approximation of fuzzy functions on a discrete set of points, Appl. Math. Model., 30, 12, 1525-1534 (2006) · Zbl 1187.90335
[18] Takagi, K.; Sugeno, M., Fuzzy identification of systems and its applications to modeling and control, IEEE Trans. Syst. Man Cybernet. Part B: Cybernet., 15, 1, 116-132 (1985) · Zbl 0576.93021
[19] Li, T.-H. S.; Lin, K.-J., Stabilization of singularly perturbed fuzzy systems, IEEE Trans. Fuzzy Syst., 12, 5, 579-595 (2004)
[20] Sonbol, A. H.; Fadali, M. S., TSK fuzzy systems types II and III stability analysis: continuous case, IEEE Trans. Syst. Man Cybernet. - Part B: Cybernet., 36, 1, 2-12 (2006)
[21] Chai, T.; Yang, D.; Zhang, H., Guaranteed cost networked control for T-S fuzzy systems with time delays, IEEE Trans. Syst. Man Cybernet. - Part C: Appl. Rev., 37, 2, 160-172 (2007)
[22] Wang, W.-J.; Leh, L., Stability and stabilization of fuzzy large-scale systems, IEEE Trans. Fuzzy Syst., 12, 3, 309-315 (2004) · Zbl 1331.93011
[23] Sala, A.; ArioArino, C., Relaxed stability and performance conditions for Takagi-Sugeno fuzzy systems with knowledge on membership function overlap, IEEE Trans. Syst. Man Cybernet. - Part B: Cybernet., 37, 3, 727-732 (2007)
[24] Li, T.-H. S.; Lin, K.-J., Composite fuzzy control of nonlinear singularly perturbed systems, IEEE Trans. Fuzzy Syst., 15, 2, 176-187 (2007)
[25] Behera, L.; Kar, I.; Prem Kumar, P., Variable-Gain controllers for nonlinear systems using the T-S Fuzzy Model, IEEE Trans. Syst. Man Cybernet. - Part B: Cybernet., 36, 6, 1442-1449 (2006)
[26] Wang, W.-J.; Sun, C.-H., A relaxed stability criterion for T-S fuzzy discrete systems, IEEE Trans. Syst. Man Cybernet. - Part B: Cybernet., 34, 5, 2155-2158 (2004)
[27] Hsiao, C.-C.; Su, S.-F.; Lee, T.-T.; Chuang, C.-C., Hybrid compensation control for affine TSK fuzzy control systems, IEEE Trans. Syst. Man Cybernet. - Part B: Cybernet., 34, 4, 1865-1873 (2004)
[28] Wang, W.-J.; Lin, W.-W., Decentralized PDC for large-scale T-S fuzzy systems, IEEE Trans. Fuzzy Syst., 13, 6, 779-786 (2005)
[29] Li, T.-H. S.; Tsai, S.-H., T-S fuzzy bilinear model and fuzzy controller design for a class of nonlinear systems, IEEE Trans. Fuzzy Syst., 15, 3, 494-506 (2007)
[30] Wang, R.-J.; Lin, W.-W.; Wang, W.-J., Stabilizability of linear quadratic state feedback for uncertain fuzzy time-delay systems, IEEE Trans. Syst. Man Cybernet. - Part B: Cybernet., 34, 2, 1288-1292 (2004)
[31] Tanaka, K.; Wang, H. O., Fuzzy Control Systems Design and Analysis: A Linear Matrix Inequality Approach (2001), Wiley: Wiley New York
[32] Mhaskar, P.; El-Farra, N. H.; Christofides, P. D., Predictive control of switched nonlinear systems with scheduled mode transitions, IEEE Trans. Automat. Control, 50, 11, 1670-1680 (2005) · Zbl 1365.93410
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