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\(H_\infty\) control for T-S fuzzy singularly perturbed switched systems. (English) Zbl 1426.93165

Summary: This paper is concerned with the design of fuzzy controller with guaranteed \(H_{\infty}\) performance for a class of Takagi-Sugeno (T-S) fuzzy singularly perturbed switched systems. First, by using the average dwell time approach together with the piecewise Lyapunov function technique, a state feedback controller that depends on the singular perturbation parameter \(\varepsilon\) is developed. This controller is shown to work well for all \(\varepsilon \in(0, \varepsilon_0]\). Then, for sufficiently small \(\varepsilon \), an \(\varepsilon \)-independent controller design method is proposed. Furthermore, under the \(\varepsilon \)-independent controller, the \(\varepsilon \)-bound estimation problem of the overall switched closed-loop system is solved. Finally, an inverted pendulum system is used to evaluate the feasibility and effectiveness of the obtained results.

MSC:

93C42 Fuzzy control/observation systems
93B36 \(H^\infty\)-control
93C70 Time-scale analysis and singular perturbations in control/observation systems
Full Text: DOI

References:

[1] Peponides, G.; Kokotovic, P.; Chow, J., Singular perturbations and time scales in nonlinear models of power systems, IEEE Transactions on Circuits and Systems, 29, 11, 758-767, (1982) · Zbl 0496.93035
[2] Chen, W. W.; Niepel, M.; Sorger, P. K., Classic and contemporary approaches to modeling biochemical reactions, Genes & Development, 24, 17, 1861-1875, (2010) · doi:10.1101/gad.1945410
[3] Kokotović, P.; Khalil, H. K.; O’reilly, J., Singular Perturbation Methods in Control: Analysis and Design, (1999), Siam · Zbl 0989.93001
[4] Bellew, S.; O’Riordan, E., A parameter robust numerical method for a system of two singularly perturbed convection-diffusion equations, Applied Numerical Mathematics, 51, 2-3, 171-186, (2004) · Zbl 1059.65063 · doi:10.1016/j.apnum.2004.05.006
[5] Kokotovic, P. V.; Omalley, R. E.; Sannuti, P., Singular perturbations and order reduction in control theory-an overview, Automatica, 12, 2, 123-132, (1976) · Zbl 0323.93020
[6] Saberi, A.; Khalil, H., Quadratic-type Lyapunov functions for singularly perturbed systems, Institute of Electrical and Electronics Engineers Transactions on Automatic Control, 29, 6, 542-550, (1984) · Zbl 0538.93049 · doi:10.1109/TAC.1984.1103586
[7] Fridman, E., Effects of small delays on stability of singularly perturbed systems, Automatica, 38, 5, 897-902, (2002) · Zbl 1014.93025 · doi:10.1016/S0005-1098(01)00265-5
[8] Sun, F.; Zhou, L.; Zhang, Q.; Shen, Y., Stability bound analysis and synthesis for singularly perturbed systems with time-varying delay, Mathematical Problems in Engineering, 2013, (2013) · Zbl 1299.93218 · doi:10.1155/2013/517258
[9] Saydy, L., New stability/performance results for singularly perturbed systems, Automatica, 32, 6, 807-818, (1996) · Zbl 0855.34056 · doi:10.1016/0005-1098(96)00011-8
[10] Tuan, H. D.; Hosoe, S., Multivariable circle criteria for multiparameter singularly perturbed systems, Institute of Electrical and Electronics Engineers Transactions on Automatic Control, 45, 4, 720-725, (2000) · Zbl 0976.93068 · doi:10.1109/9.847109
[11] Liu, H.; Sun, F.; Hu, Y., H∞ control for fuzzy singularly perturbed systems, Fuzzy Sets and Systems, 155, 2, 272-291, (2005) · Zbl 1140.93356 · doi:10.1016/j.fss.2005.05.004
[12] Cao, L.; Schwartz, H. M., Complementary results on the stability bounds of singularly perturbed systems, Institute of Electrical and Electronics Engineers Transactions on Automatic Control, 49, 11, 2017-2021, (2004) · Zbl 1365.93362 · doi:10.1109/TAC.2004.837546
[13] Malloci, I.; Lin, Z.; Yan, G., Stability of interconnected impulsive switched systems subject to state dimension variation, Nonlinear Analysis: Hybrid Systems, 6, 4, 960-971, (2012) · Zbl 1269.93098 · doi:10.1016/j.nahs.2012.07.001
[14] Malloci, I.; Daafouz, J.; Iung, C.; Bonidal, R.; Szczepanski, P., Switched system modeling and robust steering control of the tail end phase in a hot strip mill, Nonlinear Analysis: Hybrid Systems, 3, 3, 239-250, (2009) · Zbl 1184.93010 · doi:10.1016/j.nahs.2009.01.007
[15] Malloci, I.; Daafouz, J.; Iung, C.; Bonidal, R.; Szczepanski, P., Robust steering control of hot strip mill, IEEE Transactions on Control Systems Technology, 18, 4, 908-917, (2010) · doi:10.1109/TCST.2009.2031146
[16] El Hachemi, F.; Sigalotti, M.; Daafouz, J., Stability analysis of singularly perturbed switched linear systems, Institute of Electrical and Electronics Engineers Transactions on Automatic Control, 57, 8, 2116-2121, (2012) · Zbl 1369.34073 · doi:10.1109/TAC.2011.2179876
[17] Malloci, I.; Daafouz, J.; Iung, C., Stabilization of continuous-time singularly perturbed switched systems, Proceedings of the Joint 48th IEEE Conference on Decision and Control Held Jointly with the 28th Chinese Control Conference (CDC/CCC ’09) · doi:10.1109/CDC.2009.5399876
[18] Malloci, I.; Daafouz, J.; Tung, C., Stability and stabilization of two time scale switched systems in discrete time, Institute of Electrical and Electronics Engineers Transactions on Automatic Control, 55, 6, 1434-1438, (2010) · Zbl 1368.93472 · doi:10.1109/TAC.2010.2044277
[19] Alwan, M.; Liu, X.; Ingalls, B., Exponential stability of singularly perturbed switched systems with time delay, Nonlinear Analysis: Hybrid Systems, 2, 3, 913-921, (2008) · Zbl 1225.34077 · doi:10.1016/j.nahs.2008.03.003
[20] Alwan, M. S.; Liu, X., Stability of singularly perturbed switched systems with time delay and impulsive effects, Nonlinear Analysis: Theory, Methods & Applications, 71, 9, 4297-4308, (2009) · Zbl 1181.34084 · doi:10.1016/j.na.2009.02.131
[21] Deaecto, G. S.; Daafouz, J.; Geromel, J. C., H2 and H∞ performance optimization of singularly perturbed switched systems, SIAM Journal on Control and Optimization, 50, 3, 1597-1615, (2012) · Zbl 1248.93113 · doi:10.1137/110848633
[22] Lian, J.; Wang, X., Exponential stabilization of singularly perturbed switched systems subject to actuator saturation, Information Sciences, 320, 235-243, (2015) · Zbl 1386.93256 · doi:10.1016/j.ins.2015.05.031
[23] Wang, H. O.; Tanaka, K.; Griffin, M. F., An approach to fuzzy control of nonlinear systems: stability and design issues, IEEE Transactions on Fuzzy Systems, 4, 1, 14-23, (1996) · doi:10.1109/91.481841
[24] Feng, G., A survey on analysis and design of model-based fuzzy control systems, IEEE Transactions on Fuzzy Systems, 14, 5, 676-697, (2006) · doi:10.1109/TFUZZ.2006.883415
[25] Liu, X.; Zhang, Q., New approaches to H∞ controller designs based on fuzzy observers for T-S fuzzy systems via LMI, Automatica, 39, 9, 1571-1582, (2003) · Zbl 1029.93042 · doi:10.1016/S0005-1098(03)00172-9
[26] Shen, H.; Park, J. H.; Wu, Z.-G., Finite-time reliable L2-L∞/H∞ control for Takagi-Sugeno fuzzy systems with actuator faults, IET Control Theory & Applications, 8, 9, 688-696, (2014) · doi:10.1049/iet-cta.2013.0486
[27] Shen, H.; Su, L.; Park, J. H., Reliable mixed H∞/passive control for T-S fuzzy delayed systems based on a semi-Markov jump model approach, Fuzzy Sets and Systems, 314, 79-98, (2017) · Zbl 1368.93156 · doi:10.1016/j.fss.2016.09.007
[28] Liu, H.; Sun, F.; Sun, Z., Stability analysis and synthesis of fuzzy singularly perturbed systems, IEEE Transactions on Fuzzy Systems, 13, 2, 273-284, (2005) · doi:10.1109/TFUZZ.2004.839660
[29] Assawinchaichote, W.; Nguang, S. K.; Shi, P., H∞ output feedback control design for uncertain fuzzy singularly perturbed systems: an LMI approach, Automatica, 40, 12, 2147-2152, (2004) · Zbl 1059.93504 · doi:10.1016/j.automatica.2004.07.006
[30] Assawinchaichote, W.; Nguang, S. K., H∞ fuzzy control design for nonlinear singularly perturbed systems with pole placement constraints: an LMI approach, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 34, 1, 579-588, (2004) · doi:10.1109/TSMCB.2003.817087
[31] Assawinchaichote, W.; Nguang, S. K., Fuzzy H∞ output feedback control design for singularly perturbed systems with pole placement constraints: An LMI approach, IEEE Transactions on Fuzzy Systems, 14, 3, 361-371, (2006) · doi:10.1109/TFUZZ.2006.876328
[32] Li, T.-H. S.; Lin, K.-J., Composite fuzzy control of nonlinear singularly perturbed systems, IEEE Transactions on Fuzzy Systems, 15, 2, 176-187, (2007) · doi:10.1109/tfuzz.2006.878252
[33] Yang, G.-H.; Dong, J., Control synthesis of singularly perturbed fuzzy systems, IEEE Transactions on Fuzzy Systems, 16, 3, 615-629, (2008) · doi:10.1109/TFUZZ.2007.905911
[34] Yang, C.; Zhang, Q., Multiobjective control for T-S fuzzy singularly perturbed systems, IEEE Transactions on Fuzzy Systems, 17, 1, 104-115, (2009) · doi:10.1109/TFUZZ.2008.2005404
[35] Tanaka, K.; Iwasaki, M.; Wang, H. O., Stable switching fuzzy control and its application to a hovercraft type vehicle, Proceedings of the FUZZ-IEEE 2000: 9th IEEE International Conference on Fuzzy Systems
[36] Shen, H.; Zhu, Y.; Zhang, L.; Park, J. H., Extended dissipative state estimation for Markov jump neural networks with unreliable links, IEEE Transactions on Neural Networks and Learning Systems, 28, 2, 346-358, (2017) · doi:10.1109/TNNLS.2015.2511196
[37] Qin, C.; Xiang, Z.; Karimi, H. R., Robust stability and H∞ stabilization of switched systems with time-varying delays using delta operator approach, Mathematical Problems in Engineering, 2013, (2013) · Zbl 1296.93160 · doi:10.1155/2013/230576
[38] Wang, W.-J.; Chen, Y.-J.; Sun, C.-H., Relaxed stabilization criteria for discrete-time T–S fuzzy control systems based on a switching fuzzy model and piecewise Lyapunov function, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 37, 3, 551-559, (2007) · doi:10.1109/tsmcb.2006.887434
[39] Liu, Y.; Zhao, J., Nonfragile control for a class of uncertain switching fuzzy time-delay systems, Control Theory and Technology, 8, 2, 229-232, (2010) · doi:10.1007/s11768-010-7248-6
[40] Zhou, L.; Wang, Q.; Ma, X.; Yang, C., Fuzzy controllers for nonaffine-in-control singularly perturbed switched systems, Mathematical Problems in Engineering, 2015, (2015) · Zbl 1394.93169 · doi:10.1155/2015/896413
[41] Ma, X.; Wang, Q.; Cheng, J.; Guo, Y.; Yang, C.; Zhou, L., Controller design for T-S fuzzy singularly perturbed switched systems, Proceedings of the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE ’16) · doi:10.1109/FUZZ-IEEE.2016.7737819
[42] Liberzon, D., Switching in Cystems and Control, (2003), Boston, Mass, USA: Birkhäuser, Boston, Mass, USA · Zbl 1036.93001 · doi:10.1007/978-1-4612-0017-8
[43] Hespanha, J. P.; Morse, A. S., Stability of switched systems with average dwell-time, Proceedings of the 38th IEEE Conference on Decision and Control (CDC ’99)
[44] Petersen, I. R., A stabilization algorithm for a class of uncertain linear systems, Systems & Control Letters, 8, 4, 351-357, (1987) · Zbl 0618.93056 · doi:10.1016/0167-6911(87)90102-2
[45] Li, X.; Chen, Z., Stability properties for Hopfield neural networks with delays and impulsive perturbations, Nonlinear Analysis: Real World Applications, 10, 5, 3253-3265, (2009) · Zbl 1162.92003 · doi:10.1016/j.nonrwa.2008.10.028
[46] Yang, C.; Ma, L.; Ma, X.; Wang, X., Stability analysis of singularly perturbed control systems with actuator saturation, Journal of The Franklin Institute, 353, 6, 1284-1296, (2016) · Zbl 1336.93108 · doi:10.1016/j.jfranklin.2015.12.013
[47] Ma, X.; Wang, Q.; Zhou, L.; Yang, C., Controller design and analysis for singularly perturbed switched systems with actuator saturation, International Journal of Robust and Nonlinear Control, 26, 15, 3404-3420, (2016) · Zbl 1350.93054 · doi:10.1002/rnc.3514
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