Skip to main content
Erschienen in: Journal of Applied Mathematics and Computing 1-2/2014

01.06.2014 | Original Research

Volterra series approximation for rational nonlinear system

verfasst von: Qing Wang, Pengcheng Xu, Ngai Wong

Erschienen in: Journal of Applied Mathematics and Computing | Ausgabe 1-2/2014

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Rational nonlinear systems are widely used to model the phenomena in mechanics, biology, physics and engineering. However, there are no exact analytical solutions for rational nonlinear system. Hence, the approximate analytical solutions are good choices as they can give the estimation of the states for system analysis, controller design and reduction. In this paper, an approximate analytical solution for rational nonlinear system is derived in terms of the solution of a polynomial system by Volterra series theory. The rational nonlinear system is transformed to a singular polynomial system with finite terms by adding some algebraic constraints related to the rational terms. The analytical solution of singular polynomial system is approximated by the summation of the solutions of Volterra singular subsystems. Their analytical solutions are derived by a novel regularization algorithm. The first fourth Volterra subsystems are enough to approximate the analytical solution to guarantee the accuracy. Results of numerical experiments are reported to show the effectiveness of the proposed method.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Sastry, S.: Nonlinear Systems: Analysis, Stability and Control. Springer, New York (1999) CrossRefMATH Sastry, S.: Nonlinear Systems: Analysis, Stability and Control. Springer, New York (1999) CrossRefMATH
2.
3.
Zurück zum Zitat Gu, C.: QLMOR: a projection-based nonlinear model order reduction approach using quadratic-linear representation of nonlinear systems. IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. 30(9), 1307–1320 (2011) CrossRef Gu, C.: QLMOR: a projection-based nonlinear model order reduction approach using quadratic-linear representation of nonlinear systems. IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst. 30(9), 1307–1320 (2011) CrossRef
4.
Zurück zum Zitat El-Tawil, M., Al-Mulla, N.: The approximate solution of a nonlinear diffusion equation using some techniques, a comparison study. J. Appl. Math. Comput. 29(1–2), 281–299 (2009) CrossRefMATHMathSciNet El-Tawil, M., Al-Mulla, N.: The approximate solution of a nonlinear diffusion equation using some techniques, a comparison study. J. Appl. Math. Comput. 29(1–2), 281–299 (2009) CrossRefMATHMathSciNet
5.
Zurück zum Zitat Muslim, M., Agarwal, R.: Approximation of solutions to impulsive functional differential equations. J. Appl. Math. Comput. 34(1–2), 101–112 (2010) CrossRefMATHMathSciNet Muslim, M., Agarwal, R.: Approximation of solutions to impulsive functional differential equations. J. Appl. Math. Comput. 34(1–2), 101–112 (2010) CrossRefMATHMathSciNet
6.
Zurück zum Zitat El-Sayed, A., Saleh, M., Ziada, E.: Analytical and numerical solution of multi-term nonlinear differential equations of arbitrary orders. J. Appl. Math. Comput. 33(1–2), 375–388 (2010) CrossRefMATHMathSciNet El-Sayed, A., Saleh, M., Ziada, E.: Analytical and numerical solution of multi-term nonlinear differential equations of arbitrary orders. J. Appl. Math. Comput. 33(1–2), 375–388 (2010) CrossRefMATHMathSciNet
7.
Zurück zum Zitat Effati, S., Nazemi, A.: A new approach for asymptotic stability system of the nonlinear ordinary differential equations. J. Appl. Math. Comput. 25(1–2), 231–244 (2007) CrossRefMATHMathSciNet Effati, S., Nazemi, A.: A new approach for asymptotic stability system of the nonlinear ordinary differential equations. J. Appl. Math. Comput. 25(1–2), 231–244 (2007) CrossRefMATHMathSciNet
8.
Zurück zum Zitat Zhou, K., Doyle, J.C., Glover, K.: Robust and Optimal Control. Prentice Hall, Upper Saddle River (1996) MATH Zhou, K., Doyle, J.C., Glover, K.: Robust and Optimal Control. Prentice Hall, Upper Saddle River (1996) MATH
9.
Zurück zum Zitat Zhou, K.: Essentials of Robust Control. Prentice Hall, Upper Saddle River (1998) Zhou, K.: Essentials of Robust Control. Prentice Hall, Upper Saddle River (1998)
10.
Zurück zum Zitat Wang, Q., Wang, Y., Lam, E.Y., Wong, N.: Model order reduction for neutral systems by moment matching. Circuits Syst. Signal Process. 9, 1–25 (2012) MATH Wang, Q., Wang, Y., Lam, E.Y., Wong, N.: Model order reduction for neutral systems by moment matching. Circuits Syst. Signal Process. 9, 1–25 (2012) MATH
11.
Zurück zum Zitat Wang, Q., Lam, J.: Optimal H 2 model reduction for mechanical systems. Int. J. Innov. Comput. Inf. Control 6(5), 2045–2054 (2010) Wang, Q., Lam, J.: Optimal H 2 model reduction for mechanical systems. Int. J. Innov. Comput. Inf. Control 6(5), 2045–2054 (2010)
12.
Zurück zum Zitat Wang, Q.Y., Wang, Q.: Hankel norm of polytopic systems with time-varying delay. J. Control Theory Appl. 6(4), 442–448 (2008) CrossRefMathSciNet Wang, Q.Y., Wang, Q.: Hankel norm of polytopic systems with time-varying delay. J. Control Theory Appl. 6(4), 442–448 (2008) CrossRefMathSciNet
13.
Zurück zum Zitat Wang, Q., Lam, J., Zhang, Q.L., Wang, Q.Y.: Mixed optimization approach to model approximation of descriptor systems. J. Optim. Theory Appl. 131(2), 265–280 (2006) CrossRefMATHMathSciNet Wang, Q., Lam, J., Zhang, Q.L., Wang, Q.Y.: Mixed optimization approach to model approximation of descriptor systems. J. Optim. Theory Appl. 131(2), 265–280 (2006) CrossRefMATHMathSciNet
14.
Zurück zum Zitat Rugh, W.J.: Nonlinear System Theory. Johns Hopkins University Press, Baltimore (1981). The Volterra/Wiener approach MATH Rugh, W.J.: Nonlinear System Theory. Johns Hopkins University Press, Baltimore (1981). The Volterra/Wiener approach MATH
15.
Zurück zum Zitat Papachristodoulou, A., Prajna, S.: Analysis of non-polynomial systems using the sum of squares decomposition. In: Positive Polynomials in Control. Springer, Berlin (2005) Papachristodoulou, A., Prajna, S.: Analysis of non-polynomial systems using the sum of squares decomposition. In: Positive Polynomials in Control. Springer, Berlin (2005)
16.
Zurück zum Zitat Savageau, M.A., Voit, E.O.: Recasting nonlinear differential equations as S-systems: a canonical nonlinear form. Math. Biosci. 87(1), 83–115 (1987) CrossRefMATHMathSciNet Savageau, M.A., Voit, E.O.: Recasting nonlinear differential equations as S-systems: a canonical nonlinear form. Math. Biosci. 87(1), 83–115 (1987) CrossRefMATHMathSciNet
17.
18.
Zurück zum Zitat Ren, J., Zhang, Q.: Robust H ∞ control for uncertain descriptor systems by proportional-derivative state feedback. Int. J. Control 83(1), 89–96 (2010) CrossRefMATHMathSciNet Ren, J., Zhang, Q.: Robust H control for uncertain descriptor systems by proportional-derivative state feedback. Int. J. Control 83(1), 89–96 (2010) CrossRefMATHMathSciNet
19.
Zurück zum Zitat Yang, C., Zhang, Q., Zhang, F., Zhou, Z.: Robustness analysis of descriptor systems with parameter uncertainties. Int. J. Control. Autom. Syst. 8(2), 204–209 (2010) CrossRef Yang, C., Zhang, Q., Zhang, F., Zhou, Z.: Robustness analysis of descriptor systems with parameter uncertainties. Int. J. Control. Autom. Syst. 8(2), 204–209 (2010) CrossRef
20.
Zurück zum Zitat Ren, J., Zhang, Q.: PD observer design for descriptor systems: an LMI approach. Int. J. Control. Autom. Syst. 8(4), 735–740 (2010) CrossRef Ren, J., Zhang, Q.: PD observer design for descriptor systems: an LMI approach. Int. J. Control. Autom. Syst. 8(4), 735–740 (2010) CrossRef
21.
Zurück zum Zitat Xu, S., Lam, J., Liu, W., Zhang, Q.: H ∞ model reduction for singular systems: continuous-time case. IEE Proc., Control Theory Appl. 150(6), 637–641 (2003) CrossRef Xu, S., Lam, J., Liu, W., Zhang, Q.: H model reduction for singular systems: continuous-time case. IEE Proc., Control Theory Appl. 150(6), 637–641 (2003) CrossRef
22.
Zurück zum Zitat Wang, J., Liu, W., Zhang, Q.: Model reduction for singular systems via covariance approximation. Optim. Control Appl. Methods 25(6), 263–278 (2004) CrossRefMATHMathSciNet Wang, J., Liu, W., Zhang, Q.: Model reduction for singular systems via covariance approximation. Optim. Control Appl. Methods 25(6), 263–278 (2004) CrossRefMATHMathSciNet
24.
Zurück zum Zitat Kokotovic, P.V., O’Reilly, J., Khalil, H.K.: Singular Perturbation Methods in Control: Analysis and Design. Academic Press, Inc., Orlando (1986) MATH Kokotovic, P.V., O’Reilly, J., Khalil, H.K.: Singular Perturbation Methods in Control: Analysis and Design. Academic Press, Inc., Orlando (1986) MATH
25.
Zurück zum Zitat Khalil, H.K.: Stability analysis of nonlinear multiparameter singularly perturbed systems. IEEE Trans. Autom. Control 32(3), 260–263 (1987) CrossRefMATH Khalil, H.K.: Stability analysis of nonlinear multiparameter singularly perturbed systems. IEEE Trans. Autom. Control 32(3), 260–263 (1987) CrossRefMATH
Metadaten
Titel
Volterra series approximation for rational nonlinear system
verfasst von
Qing Wang
Pengcheng Xu
Ngai Wong
Publikationsdatum
01.06.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Journal of Applied Mathematics and Computing / Ausgabe 1-2/2014
Print ISSN: 1598-5865
Elektronische ISSN: 1865-2085
DOI
https://doi.org/10.1007/s12190-013-0729-2

Weitere Artikel der Ausgabe 1-2/2014

Journal of Applied Mathematics and Computing 1-2/2014 Zur Ausgabe

Original Research

On the entropy of LEGO ®

Premium Partner