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2018 | OriginalPaper | Buchkapitel

8. Variable Structure Observers for Nonlinear Interconnected Systems

verfasst von : Mokhtar Mohamed, Xing-Gang Yan, Sarah K. Spurgeon, Zehui Mao

Erschienen in: Advances in Variable Structure Systems and Sliding Mode Control—Theory and Applications

Verlag: Springer International Publishing

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Abstract

In this chapter, a variable structure observer is designed for a class of nonlinear large-scale interconnected systems in the presence of uncertainties and nonlinear interconnections. The modern geometric approach is used to explore system structure and a transformation is employed to facilitate the observer design. Based on the Lyapunov direct method, a set of conditions are developed such that the proposed variable structure systems can be used to estimate the states of the original interconnected systems asymptotically. The internal dynamical structure of the isolated nominal subsystems as well as the structure of the uncertainties are employed to reduce conservatism. The bounds on the uncertainties are nonlinear and are employed in the observer design to enhance robustness. A numerical example is presented to illustrate the results and simulation studies show that the proposed approach is effective.

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Literatur
1.
Zurück zum Zitat Aldeen, M.: Class of stabilising decentralised controllers for interconnected dynamical systems. IEE Proc. D-Contr. Theory App. 139(2), 125–134 (1992)CrossRefMATH Aldeen, M.: Class of stabilising decentralised controllers for interconnected dynamical systems. IEE Proc. D-Contr. Theory App. 139(2), 125–134 (1992)CrossRefMATH
2.
Zurück zum Zitat Aoki, M.: Control of large-scale dynamic systems by aggregation. IEEE Trans. Autom. Control 13(3), 246–253 (1968)CrossRef Aoki, M.: Control of large-scale dynamic systems by aggregation. IEEE Trans. Autom. Control 13(3), 246–253 (1968)CrossRef
3.
Zurück zum Zitat Aoki, M., Li, M.: Partial reconstruction of state vectors in decentralized dynamic systems. IEEE Trans. Autom. Control 18(3), 289–292 (1973)MathSciNetCrossRefMATH Aoki, M., Li, M.: Partial reconstruction of state vectors in decentralized dynamic systems. IEEE Trans. Autom. Control 18(3), 289–292 (1973)MathSciNetCrossRefMATH
5.
Zurück zum Zitat Chen, B.M.: Robust and \(H_{\infty }\) control Series. Communication and control engineering. Springer, Berlin (2000)MATH Chen, B.M.: Robust and \(H_{\infty }\) control Series. Communication and control engineering. Springer, Berlin (2000)MATH
6.
Zurück zum Zitat Dashkovskiy, S., Naujok, L.: Quasi-ISS/ISDS observers for interconnected systems and applications. Syst. Control Lett. 77, 11–21 (2015) Dashkovskiy, S., Naujok, L.: Quasi-ISS/ISDS observers for interconnected systems and applications. Syst. Control Lett. 77, 11–21 (2015)
7.
Zurück zum Zitat Diao, Z.F., Yan, X.G.: Robust observer design for a class of nonlinear systems using the system internal dynamics structure. J. Optim. Theory Appl. 138(2), 175–187 (2008)MathSciNetCrossRefMATH Diao, Z.F., Yan, X.G.: Robust observer design for a class of nonlinear systems using the system internal dynamics structure. J. Optim. Theory Appl. 138(2), 175–187 (2008)MathSciNetCrossRefMATH
8.
Zurück zum Zitat Edwards, C., Spurgeon, S.: Sliding Mode Control: Theory and Applications. CRC Press, USA (1998)MATH Edwards, C., Spurgeon, S.: Sliding Mode Control: Theory and Applications. CRC Press, USA (1998)MATH
9.
Zurück zum Zitat Edwards, C., Yan, X.G., Spurgeon, S.K.: On the solvability of the constrained Lyapunov problem. IEEE Trans. Autom. Control 52(10), 1982–1987 (2007)MathSciNetCrossRefMATH Edwards, C., Yan, X.G., Spurgeon, S.K.: On the solvability of the constrained Lyapunov problem. IEEE Trans. Autom. Control 52(10), 1982–1987 (2007)MathSciNetCrossRefMATH
10.
Zurück zum Zitat Galimidi, A., Barmish, B.: The constrained Lyapunov problem and its application to robust output feedback stabilization. IEEE Trans. Autom. Control 31(5), 410–419 (1986)MathSciNetCrossRefMATH Galimidi, A., Barmish, B.: The constrained Lyapunov problem and its application to robust output feedback stabilization. IEEE Trans. Autom. Control 31(5), 410–419 (1986)MathSciNetCrossRefMATH
11.
Zurück zum Zitat Gavel, D.T., Siljak, D.D.: Decentralized adaptive control: structural conditions for stability. IEEE Trans. Autom. Control 34(4), 413–426 (1989)MathSciNetCrossRefMATH Gavel, D.T., Siljak, D.D.: Decentralized adaptive control: structural conditions for stability. IEEE Trans. Autom. Control 34(4), 413–426 (1989)MathSciNetCrossRefMATH
12.
Zurück zum Zitat Ghadami, R. Shafai, B.: Decentralized PI observer-based control of nonlinear interconnected systems with disturbance attenuation. In: Proceedings of American Control Conference, San Francisco, CA, USA. IEEE, pp. 4705–4710 (2011) Ghadami, R. Shafai, B.: Decentralized PI observer-based control of nonlinear interconnected systems with disturbance attenuation. In: Proceedings of American Control Conference, San Francisco, CA, USA. IEEE, pp. 4705–4710 (2011)
13.
Zurück zum Zitat Hassan, K.K.: Nonlinear Systems. Prentice Hall, USA (2002)MATH Hassan, K.K.: Nonlinear Systems. Prentice Hall, USA (2002)MATH
14.
Zurück zum Zitat Hua, C., Li, Y., Wang, H., Guan, X.: Decentralised fault-tolerant finite-time control for a class of interconnected nonlinear systems. IET Contr. Theory App. 9(16), 2331–2339 (2015)CrossRef Hua, C., Li, Y., Wang, H., Guan, X.: Decentralised fault-tolerant finite-time control for a class of interconnected nonlinear systems. IET Contr. Theory App. 9(16), 2331–2339 (2015)CrossRef
16.
Zurück zum Zitat Keliris, C., Polycarpou, M.M., Parisini, T.: A robust nonlinear observer-based approach for distributed fault detection of input-output interconnected systems. Autom. 53, 408–415 (2015)MathSciNetCrossRefMATH Keliris, C., Polycarpou, M.M., Parisini, T.: A robust nonlinear observer-based approach for distributed fault detection of input-output interconnected systems. Autom. 53, 408–415 (2015)MathSciNetCrossRefMATH
17.
Zurück zum Zitat Krstic, M., Kanellakopoulos, I., Kokotovic, P.V.: Nonlinear and Adaptive Control Design. Wiley, New York (1995)MATH Krstic, M., Kanellakopoulos, I., Kokotovic, P.V.: Nonlinear and Adaptive Control Design. Wiley, New York (1995)MATH
18.
Zurück zum Zitat Li, F., Wu, L., Shi, P., Lim, C.C.: State estimation and sliding mode control for semi-Markovian jump systems with mismatched uncertainties. Autom. 51, 385–393 (2015)MathSciNetCrossRefMATH Li, F., Wu, L., Shi, P., Lim, C.C.: State estimation and sliding mode control for semi-Markovian jump systems with mismatched uncertainties. Autom. 51, 385–393 (2015)MathSciNetCrossRefMATH
19.
Zurück zum Zitat Lim, Y.H., Ahn, H.S.: Decentralized control of nonlinear interconnected systems under both amplitude and rate saturations. Autom. 49(8), 2551–2555 (2013)MathSciNetCrossRefMATH Lim, Y.H., Ahn, H.S.: Decentralized control of nonlinear interconnected systems under both amplitude and rate saturations. Autom. 49(8), 2551–2555 (2013)MathSciNetCrossRefMATH
20.
Zurück zum Zitat Luenberger, D.G.: Observing the state of a linear system. IEEE Trans. on Mil. Elect. 8(2), 74–80 (1964)CrossRef Luenberger, D.G.: Observing the state of a linear system. IEEE Trans. on Mil. Elect. 8(2), 74–80 (1964)CrossRef
21.
Zurück zum Zitat Lunze, J.: Feedback Control of Large Scale Systems. Prentice Hall PTR, USA (1992)MATH Lunze, J.: Feedback Control of Large Scale Systems. Prentice Hall PTR, USA (1992)MATH
22.
Zurück zum Zitat Mahmoud, M.S.: Decentralized Systems with Design Constraints, pp. 129–151. Springer, Berlin (2011)CrossRefMATH Mahmoud, M.S.: Decentralized Systems with Design Constraints, pp. 129–151. Springer, Berlin (2011)CrossRefMATH
23.
Zurück zum Zitat Mahmoud, M.S.: Decentralized state-estimation of interconnected systems with unknown nonlinearities. J. Opt. Theory App. 152(3), 786–798 (2012)MathSciNetCrossRefMATH Mahmoud, M.S.: Decentralized state-estimation of interconnected systems with unknown nonlinearities. J. Opt. Theory App. 152(3), 786–798 (2012)MathSciNetCrossRefMATH
24.
Zurück zum Zitat Modarres, A.A., Momeni, H., Yazdizadeh, A.: A new decentralized sliding mode observer design for interconnected power systems with unknown and time-varying delay. In: Proceeding of the 4th Conference on Thermal Power Plants, pp. 1–6 (2012) Modarres, A.A., Momeni, H., Yazdizadeh, A.: A new decentralized sliding mode observer design for interconnected power systems with unknown and time-varying delay. In: Proceeding of the 4th Conference on Thermal Power Plants, pp. 1–6 (2012)
25.
Zurück zum Zitat Reppa, V., Polycarpou, M.M., Panayiotou, C.G.: Decentralized isolation of multiple sensor faults in large-scale interconnected nonlinear systems. IEEE Trans. Autom. Control 60(6), 1582–1596 (2014)MathSciNetCrossRefMATH Reppa, V., Polycarpou, M.M., Panayiotou, C.G.: Decentralized isolation of multiple sensor faults in large-scale interconnected nonlinear systems. IEEE Trans. Autom. Control 60(6), 1582–1596 (2014)MathSciNetCrossRefMATH
26.
Zurück zum Zitat Saksena, V., Cruz, J.: An approach to decentralized control of large scale systems using aggregation methods. IEEE Trans. Autom. Control 30(9), 912–914 (1985)MathSciNetCrossRefMATH Saksena, V., Cruz, J.: An approach to decentralized control of large scale systems using aggregation methods. IEEE Trans. Autom. Control 30(9), 912–914 (1985)MathSciNetCrossRefMATH
27.
Zurück zum Zitat Sandell, N., Varaiya, P., Athans, M., Safonov, M.: Survey of decentralized control methods for large scale systems. IEEE Trans. Autom. Control 23(2), 108–128 (1978)MathSciNetCrossRefMATH Sandell, N., Varaiya, P., Athans, M., Safonov, M.: Survey of decentralized control methods for large scale systems. IEEE Trans. Autom. Control 23(2), 108–128 (1978)MathSciNetCrossRefMATH
28.
Zurück zum Zitat Sastry, S., Bodson, M.: Adaptive Control: Stability. Convergence and robustness. Prentic-Hall, New Jersey (1994)MATH Sastry, S., Bodson, M.: Adaptive Control: Stability. Convergence and robustness. Prentic-Hall, New Jersey (1994)MATH
29.
Zurück zum Zitat Sharma, R., Aldeen, M.: Fault and disturbance reconstruction in non-linear systems using a network of interconnected sliding mode observers. IET Control Theory Appl. 5(6), 751–763 (2011)MathSciNetCrossRef Sharma, R., Aldeen, M.: Fault and disturbance reconstruction in non-linear systems using a network of interconnected sliding mode observers. IET Control Theory Appl. 5(6), 751–763 (2011)MathSciNetCrossRef
30.
Zurück zum Zitat Shtessel, Y., Edwards, C., Fridman, L., Levant, A.: Sliding Mode Control and Observation. Springer, New York (2014)CrossRef Shtessel, Y., Edwards, C., Fridman, L., Levant, A.: Sliding Mode Control and Observation. Springer, New York (2014)CrossRef
31.
Zurück zum Zitat Siljak, D., Vukcevic, M.: Decentralization, stabilization, and estimation of large-scale linear systems. IEEE Trans. Autom. Control 21(3), 363–366 (1976)MathSciNetCrossRefMATH Siljak, D., Vukcevic, M.: Decentralization, stabilization, and estimation of large-scale linear systems. IEEE Trans. Autom. Control 21(3), 363–366 (1976)MathSciNetCrossRefMATH
33.
Zurück zum Zitat Sundareshan, M.K. Decentralized observation in large-scale systems. In: Proceedings in Decision and Control including the 15th Symposium on Adaptive Processes, 1976 IEEE Conference, pp. 659–664 (1976) Sundareshan, M.K. Decentralized observation in large-scale systems. In: Proceedings in Decision and Control including the 15th Symposium on Adaptive Processes, 1976 IEEE Conference, pp. 659–664 (1976)
34.
Zurück zum Zitat Sundareshan, M.K., Elbanna, R.M.: Design of decentralized observation schemes for large-scale interconnected systems: Some new results. Autom. 26(4), 789–796 (1990)MathSciNetCrossRefMATH Sundareshan, M.K., Elbanna, R.M.: Design of decentralized observation schemes for large-scale interconnected systems: Some new results. Autom. 26(4), 789–796 (1990)MathSciNetCrossRefMATH
35.
Zurück zum Zitat Swarnakar, A., Marquez, H.J., Chen, T.: A new scheme on robust observer based control design for nonlinear interconnected systems with application to an industrial utility boiler. In: Proceedings of the American Control Conference, IEEE, New York City, USA, pp. 5601-5606 (2007) Swarnakar, A., Marquez, H.J., Chen, T.: A new scheme on robust observer based control design for nonlinear interconnected systems with application to an industrial utility boiler. In: Proceedings of the American Control Conference, IEEE, New York City, USA, pp. 5601-5606 (2007)
36.
Zurück zum Zitat Vadim, I.U.: Survey paper variable structure systems with sliding modes. IEEE Trans. Autom. Control 22(2), 212–222 (1977)CrossRefMATH Vadim, I.U.: Survey paper variable structure systems with sliding modes. IEEE Trans. Autom. Control 22(2), 212–222 (1977)CrossRefMATH
37.
Zurück zum Zitat Utkin, V., Guldner, J., Shi, J.: Sliding Mode Control in Electro-Mechanical Systems. CRC press, USA (2009)CrossRef Utkin, V., Guldner, J., Shi, J.: Sliding Mode Control in Electro-Mechanical Systems. CRC press, USA (2009)CrossRef
38.
Zurück zum Zitat Wang, Y., Fei, J.: Adaptive fuzzy sliding mode control for PMSM position regulation system. Int. J. Innov. Comput. Inf. Control. 11(3), 881–891 (2015) Wang, Y., Fei, J.: Adaptive fuzzy sliding mode control for PMSM position regulation system. Int. J. Innov. Comput. Inf. Control. 11(3), 881–891 (2015)
39.
Zurück zum Zitat Wu, H.: Decentralized adaptive robust state feedback for uncertain large-scale interconnected systems with time delays. J. Optim. Theory Appl. 126(2), 439–462 (2005)MathSciNetCrossRefMATH Wu, H.: Decentralized adaptive robust state feedback for uncertain large-scale interconnected systems with time delays. J. Optim. Theory Appl. 126(2), 439–462 (2005)MathSciNetCrossRefMATH
40.
Zurück zum Zitat Wu, H.: Adaptive robust state observers for a class of uncertain nonlinear dynamical systems with delayed state perturbations. IEEE Trans. Autom. Control 54(6), 1407–1412 (2009)MathSciNetCrossRefMATH Wu, H.: Adaptive robust state observers for a class of uncertain nonlinear dynamical systems with delayed state perturbations. IEEE Trans. Autom. Control 54(6), 1407–1412 (2009)MathSciNetCrossRefMATH
41.
Zurück zum Zitat Xia, X.H., Gao, W.B.: Nonlinear observer design by observer error linearization. SIAM J. Control Optim. 27(1), 199–216 (1989)MathSciNetCrossRefMATH Xia, X.H., Gao, W.B.: Nonlinear observer design by observer error linearization. SIAM J. Control Optim. 27(1), 199–216 (1989)MathSciNetCrossRefMATH
42.
Zurück zum Zitat Yan, X.G., Lam, J., Xie, L.: Robust observer design for non-linear interconnected systems using structural characteristics. Int. J. Control 76(7), 741–746 (2003)MathSciNetCrossRefMATH Yan, X.G., Lam, J., Xie, L.: Robust observer design for non-linear interconnected systems using structural characteristics. Int. J. Control 76(7), 741–746 (2003)MathSciNetCrossRefMATH
43.
Zurück zum Zitat Yan, X.G., Edwards, C.: Robust decentralized actuator fault detection and estimation for large-scale systems using a sliding mode observer. Int. J. Control 81(4), 591–606 (2008)MathSciNetCrossRefMATH Yan, X.G., Edwards, C.: Robust decentralized actuator fault detection and estimation for large-scale systems using a sliding mode observer. Int. J. Control 81(4), 591–606 (2008)MathSciNetCrossRefMATH
44.
Zurück zum Zitat Yan, X.G., Lam, J., Dai, G.: Decentralized robust control for nonlinear large-scale systems with similarity. Comput. Elect. Eng. 25(3), 169–179 (1999)CrossRef Yan, X.G., Lam, J., Dai, G.: Decentralized robust control for nonlinear large-scale systems with similarity. Comput. Elect. Eng. 25(3), 169–179 (1999)CrossRef
45.
Zurück zum Zitat Yan, X.G., Spurgeon, S.K., Edwards, C.: Decentralized output feedback sliding mode control of nonlinear large-scale systems with uncertainties. J. Optim. Theory Appl. 119(3), 597–614 (2003)MathSciNetCrossRefMATH Yan, X.G., Spurgeon, S.K., Edwards, C.: Decentralized output feedback sliding mode control of nonlinear large-scale systems with uncertainties. J. Optim. Theory Appl. 119(3), 597–614 (2003)MathSciNetCrossRefMATH
46.
Zurück zum Zitat Yan, X.G., Spurgeon, S.K., Edwards, C.: Decentralised stabilisation for nonlinear time delay interconnected systems using static output feedback. Autom. 49(2), 633–641 (2013)MathSciNetCrossRefMATH Yan, X.G., Spurgeon, S.K., Edwards, C.: Decentralised stabilisation for nonlinear time delay interconnected systems using static output feedback. Autom. 49(2), 633–641 (2013)MathSciNetCrossRefMATH
47.
Zurück zum Zitat Yan, X.G., Spurgeon, S.K., Edwards, C.: State and parameter estimation for nonlinear delay systems using sliding mode techniques. IEEE Trans. Autom. Control 58(4), 1023–1029 (2013)MathSciNetCrossRef Yan, X.G., Spurgeon, S.K., Edwards, C.: State and parameter estimation for nonlinear delay systems using sliding mode techniques. IEEE Trans. Autom. Control 58(4), 1023–1029 (2013)MathSciNetCrossRef
48.
Zurück zum Zitat Yan, X.G., Spurgeon, S.K., Edwards, C.: Memoryless static output feedback sliding mode control for nonlinear systems with delayed disturbances. IEEE Trans. Autom. Control 59(7), 1906–1912 (2014)MathSciNetCrossRefMATH Yan, X.G., Spurgeon, S.K., Edwards, C.: Memoryless static output feedback sliding mode control for nonlinear systems with delayed disturbances. IEEE Trans. Autom. Control 59(7), 1906–1912 (2014)MathSciNetCrossRefMATH
49.
Zurück zum Zitat Yan, X.G., Spurgeon, S.K., Edwards, C.: Variable Structure Control of Complex Systems: Analysis and Design. Springer, Berlin (2017)CrossRefMATH Yan, X.G., Spurgeon, S.K., Edwards, C.: Variable Structure Control of Complex Systems: Analysis and Design. Springer, Berlin (2017)CrossRefMATH
50.
Zurück zum Zitat Yang, G.H., Zhang, S.Y.: Decentralized control of a class of large-scale systems with symmetrically interconnected subsystems. IEEE Trans. Autom. Control 41(5), 710–713 (1996)MathSciNetCrossRefMATH Yang, G.H., Zhang, S.Y.: Decentralized control of a class of large-scale systems with symmetrically interconnected subsystems. IEEE Trans. Autom. Control 41(5), 710–713 (1996)MathSciNetCrossRefMATH
52.
Zurück zum Zitat Zhang, C., Li, H.: A generalized robust decentralized control methodology for a class of interconnected nonlinear systems subject to uncertainties and disturbances. Nonlinear Anal. Hybrid Syst. 22, 55–71 (2016)MathSciNetCrossRefMATH Zhang, C., Li, H.: A generalized robust decentralized control methodology for a class of interconnected nonlinear systems subject to uncertainties and disturbances. Nonlinear Anal. Hybrid Syst. 22, 55–71 (2016)MathSciNetCrossRefMATH
53.
Zurück zum Zitat Zhao, G., Zhao, C., Cheng, J.: Decoupled Terminal Sliding-Mode Control for a Class of Under-Actuated Mechanical Systems With Hybrid Sliding Surfaces. Int. J. Innov. Comput Inf. Control. 10(6), 2011–2023 (2014) Zhao, G., Zhao, C., Cheng, J.: Decoupled Terminal Sliding-Mode Control for a Class of Under-Actuated Mechanical Systems With Hybrid Sliding Surfaces. Int. J. Innov. Comput Inf. Control. 10(6), 2011–2023 (2014)
Metadaten
Titel
Variable Structure Observers for Nonlinear Interconnected Systems
verfasst von
Mokhtar Mohamed
Xing-Gang Yan
Sarah K. Spurgeon
Zehui Mao
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-62896-7_8

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