Skip to main content
Log in

Extension of dual equivalent linearization to analysis of deterministic dynamic systems. Part 1: single-parameter equivalent linearization

  • Original Paper
  • Published:
Nonlinear Dynamics Aims and scope Submit manuscript

Abstract

The paper develops the dual equivalent linearization with one weighting coefficient to nonlinear deterministic dynamic systems. The problem of equivalent replacement of a nonlinear function by a linear function is briefly revised using the dual approach that involves two forward and backward replacements. Further selecting a weighting coefficient connecting two objective functions is investigated using a semi-analytical analysis. The dual equivalent linearization with the selected weighting coefficient is then applied to the frequency analysis of nonlinear free vibrations, and some case studies are subsequently carried out in order to verify the accuracy and influence of nonlinearities on the effectiveness of the proposed technique. It is shown that the dual equivalent linearization provides the lowest maximal errors among the solutions obtained from several approximate methods for the rather large nonlinearities considered.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

Data Availability

Data availability: Data sharing is not applicable to this article as no datasets were generated or analyzed during the current study.

References

  1. Hwang, C.-L., Masud, M.S.M.: Multiple Objective Decision Making, Methods and Applications: a State of the Art Survey. Springer, Berlin Heidelberg (1979)

    MATH  Google Scholar 

  2. Yang, X.-S.: Nature-inspired Optimization Algorithms. Elsevier, Netherlands (2014)

    MATH  Google Scholar 

  3. Zadeh, L.A.: Optimality and non-scalar-valued performance criteria. IEEE Trans. Autom. Control 8, 59–60 (1963)

    Google Scholar 

  4. Marler, R.T., Arora, J.S.: Survey of multi-objective optimization methods for engineering. Struct. Multidiscipl. Optim. 26, 369–395 (2004)

    MathSciNet  MATH  Google Scholar 

  5. Gennert, M.A., Yuille, A.L.: Determining the optimal weights in multi-objective function. In: Second international conference on computer vision, Los Alamos, CA, IEEE, 87–89 (1998)

  6. Jubril, A.M.: A nonlinear weights selection in weighted sum for convex multi-objective optimization. Facta Univ. Ser. Math. Inform. 27(3), 357–372 (2012)

    MathSciNet  MATH  Google Scholar 

  7. Marler, R.T., Arora, J.S.: The weighted sum method for multi-objective optimization: new insights. Struct. Multidiscip. Optim. 41(6), 853–862 (2009)

    MathSciNet  MATH  Google Scholar 

  8. Krylov, N., Bogoliubov, N.: Introduction to Nonlinear Mechanics. Princenton University Press, New York (1943)

    MATH  Google Scholar 

  9. Nayfeh, A.H., Mook, D.T.: Nonlinear Oscillations. Wiley, New York (1995)

    MATH  Google Scholar 

  10. Caughey, T.K.: Equivalent linearization techniques. J. Acoust Soc. Am. 35(11), 1706–1711 (1963)

    MathSciNet  Google Scholar 

  11. Spanos, P.D.: Stochastic linearization in structural dynamics. Appl. Mech. Rev. 34(1), 1–8 (1981)

    Google Scholar 

  12. Roberts, J.B.: Response of nonlinear mechanical systems to random excitation, part 2: equivalent linearization and other methods. Shock Vib. Dig. 13(5), 15–29 (1981)

    Google Scholar 

  13. Socha, L., Soong, T.: Linearization in analysis of nonlinear stochastic systems. Appl. Mech. Rev. 44, 399–422 (1991)

    MathSciNet  Google Scholar 

  14. Socha, L.: Linearization in analysis of nonlinear stochastic systems part 1 theory. Appl. Mech. Rev. 58, 178–205 (2005)

    Google Scholar 

  15. Socha, L.: Linearization in analysis of nonlinear stochastic systems part II applications. Appl. Mech. Rev. 58, 303–315 (2005)

    Google Scholar 

  16. Falsone, G., Ricciardi, G.: Stochastic linearization: classical approach and new developments. In: Luongo, A. (ed.) Recent Research Developments in Structural Dynamics, vol. 37, pp. 81–106. Research Signpost, Trivandrum (2003)

    Google Scholar 

  17. Elishakoff, I.: Stochastic linearization technique: a new interpretation and a selective review. Shock Vib. Dig. 32(3), 179–188 (2000)

    Google Scholar 

  18. Proppe, C., Pradlwarter, H.G., Schueller, G.I.: Equivalent linearization and monte carlo simulation in stochastic dynamics. Probab. Eng. Mech. 18, 1–15 (2003)

    Google Scholar 

  19. Crandall, S.H.: A half-century of stochastic equivalent linearization. Struct. Control Health Monit. 13(1), 27–40 (2006)

    MathSciNet  Google Scholar 

  20. Elishakoff, I., Crandall, S.H.: Sixty years of stochastic linearization technique. Meccanica 52(1–2), 299–305 (2016)

    MathSciNet  MATH  Google Scholar 

  21. Zhang, X., Elishakoff, I., Zhang, R.: A stochastic linearization technique based on minimum mean-square deviation of potential energies. Stoch. Struct. Dyn. 1, 327–338 (1991)

    Google Scholar 

  22. Adelberg, M.L., Denman, H.H.: Phase plane analysis of non-linear systems using weighted linearization. Int. J. Nonlinear Mech. 4(4), 311–324 (1969)

    MathSciNet  MATH  Google Scholar 

  23. Sinha, S.C., Srinivasan, P.: A weighted mean-square method of linearization in non-linear oscillations. J. Sound Vib. 16(2), 139–148 (1971)

    MATH  Google Scholar 

  24. Agrwal, V.P., Denman, H.H.: Weighted linearization technique for period approximation in large amplitude non-linear oscillations. J. Sound Vib. 99(4), 463–473 (1985)

    Google Scholar 

  25. Anh, N.D., Hai, N.Q., Hieu, D.V.: The equivalent linearization method with a weighted averaging for analyzing of nonlinear vibrating systems. Lat. Am. J. Solid Struct. 14(9), 1723–1740 (2017)

    Google Scholar 

  26. Chattopadhyay, R., Chakraborty, S.: Equivalent linearization finds nonzero frequency corrections beyond first order. Eur. Phys. J. B 90, 116 (2017)

    MathSciNet  Google Scholar 

  27. Beléndez, A., Pascual, C., Neipp, C., Beléndez, T., Hernández, A.: An equivalent linearization method for conservative nonlinear oscillators. Int. J. Nonlinear Sci. Numer Simul. 9(1), 9–17 (2008)

    MATH  Google Scholar 

  28. Anh, N.D.: Duality in the analysis of responses to nonlinear systems. Vietnam J. Mech. 32(4), 263–266 (2010)

    Google Scholar 

  29. Anh, N.D.: A comprehensive review on dual approach to the vibration analysis: some dual techniques and application. Vietnam J. Mech. 42(1), 1–14 (2020)

    Google Scholar 

  30. Anh, N.D.: Short communication dual approach to averaged values of functions: a form for weighting coefficient. Vietnam J. Mech. 37(2), 145–150 (2015)

    Google Scholar 

  31. Anh, N.D., Hieu, N.N., Linh, N.N.: A dual criterion of equivalent linearization method for nonlinear systems subjected to random excitation. Acta Mech. 223(3), 645–654 (2012)

    MathSciNet  MATH  Google Scholar 

  32. Anh, N.D., Linh, N.N., Hai, N.Q.: A weighted dual criterion for the problem of equivalence. In: ASCE-ICVRAM-ISUMA conference, institute for risk and uncertainty, University of Liverpool, UK (2014)

  33. Anh, N.D., Linh, N.N.: A weighted dual criterion for stochastic equivalent linearization method. Vietnam J. Mech. 36(4), 307–320 (2014)

    Google Scholar 

  34. Anh, N.D., Linh, N.N.: A weighted dual criterion of the equivalent linearization method for nonlinear systems subjected to random excitation. Acta Mech. 229(3), 1297–1310 (2018)

    MathSciNet  MATH  Google Scholar 

  35. Anh, N.D., Hung, L.X., Viet, L.D.: Dual approach to local mean-square error criterion for stochastic equivalent linearization. Acta Mech. 224(2), 241–253 (2013)

    MathSciNet  MATH  Google Scholar 

  36. Anh, N.D., Hung, L.X., Viet, L.D., Thang, N.C.: Global–local mean-square error criterion for equivalent linearization of nonlinear systems under random excitation. Acta Mech. 226(9), 3011–3029 (2015)

    MathSciNet  MATH  Google Scholar 

  37. Hieu, D.V., Hai, N.Q., Hung, D.T.: Analytical approximate solutions for oscillators with fractional order restoring force and relativistic oscillators. Int. J. Innov. Sci. Eng. Technol. 4(12), 28–35 (2017)

    Google Scholar 

  38. Hieu, D.V., Hai, N.Q.: Analyzing of nonlinear generalized duffing oscillators using the equivalent linearization method with a weighted averaging. Asian Res. J. Math. 9(1), 1–14 (2018)

    Google Scholar 

  39. Hieu, D.V., Hai, N.Q., Hung, D.T.: The equivalent linearization method with a weighted averaging for solving undamped nonlinear oscillators. J. Appl. Math. 8(2), 1–15 (2018)

    MathSciNet  MATH  Google Scholar 

  40. Hieu, D.V., Anh, N.D., Quy, M.L., Hai, N.Q.: Nonlinear vibration of microbeams based on the nonlinear elastic foundation using the equivalent linearization method with a weighted averaging. Arch. Appl. Mech. 90, 87–106 (2020)

    Google Scholar 

  41. Bayat, M., Pakar, I., Domairry, G.: Recent developments of some asymptotic methods and their applications for nonlinear vibration equations in engineering problems: a review. Lat. Am. J. Solid Struct. 9(2), 145–234 (2012)

    Google Scholar 

  42. Cveticanin, L.: Strongly Nonlinear Oscillators: Analytical Solutions. Springer, Cham (2014)

    MATH  Google Scholar 

  43. He, J.H.: Homotopy perturbation technique. Comput. Method Appl. Mech. Eng. 178(3–4), 257–262 (1999)

    MathSciNet  MATH  Google Scholar 

  44. Mickens, R.E.: Mathematical and numerical study of the duffing-harmonic oscillator. J. Sound Vib. 244(3), 563–567 (2001)

    MathSciNet  MATH  Google Scholar 

  45. Lim, C.W., Wu, B.S.: A new analytical approach to the duffing-harmonic oscillator. Phys. Lett. A 311(4–5), 365–373 (2003)

    MathSciNet  MATH  Google Scholar 

  46. Febbo, M.: A finite extensibility nonlinear oscillator. Appl. Math. Comput. 217(14), 6464–6475 (2011)

    MathSciNet  MATH  Google Scholar 

  47. Soong, T.T.: Random Differential Equations in Science and Engineering. Academic Press, New York (1973)

    MATH  Google Scholar 

  48. Gridgeman, N.T.: Lame ovals. Math. Gaz. 54(387), 31–37 (1970)

    MATH  Google Scholar 

  49. Gielis, J.: A generic geometric transformation that unifies a wide range of natural and abstract shapes. Am. J. Bot. 90(3), 333–338 (2003)

    Google Scholar 

  50. Borisenko, V., Ustenko, S., Ustenko, I.: Constructing a method for the geometrical modeling of the lame superellipses in the oblique coordinate systems. East. Eur. J. Enterp. Technol. 2(104), 51–59 (2020)

    Google Scholar 

Download references

Acknowledgements

The support from Vietnam Academy of Science and Technology (VAST), project VAST01.09/20-21 is acknowledged.

Funding

The authors declare that no funds, grants, or other support was received during the preparation of this manuscript, except for authors Nguyen Dong Anh, Nguyen Cao Thang.

Author information

Authors and Affiliations

Authors

Contributions

1. Nguyen Dong Anh helped in conceptualization; data curation; formal analysis; project administration; resources; supervision; roles/writing–original draft, funding acquisition; 2. Nguyen Ngoc Linh performed conceptualization; data curation; formal analysis; project administration; resources; supervision; roles/writing –original draft; 3. Tran Tuan Long was involved in investigation; validation; visualization; 4. Nguyen Cao Thang helped in investigation; validation; visualization, funding acquisition; 5. Nguyen Tay Anh contributed to investigation; validation; visualization; 6. Isaac Elishakoff helped in investigation; writing—review & editing.

Corresponding author

Correspondence to I. Elishakoff.

Ethics declarations

Competing interest

The authors have no relevant financial or nonfinancial interests to disclose.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Anh, N.D., Linh, N.N., Long, T.T. et al. Extension of dual equivalent linearization to analysis of deterministic dynamic systems. Part 1: single-parameter equivalent linearization. Nonlinear Dyn 111, 997–1017 (2023). https://doi.org/10.1007/s11071-022-07894-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11071-022-07894-6

Keywords

Navigation