Skip to main content
Log in

Experiment-based identification of time delays in linear systems

  • Research Paper
  • Published:
Acta Mechanica Sinica Aims and scope Submit manuscript

Abstract

This paper presents an identification approach to time delays in single-degree-of-freedom (SDOF) and multiple-degree-of-freedom (MDOF) systems. In an SDOF system, the impedance function of the delayed system is expressed by the system parameters, the feedback gain, and the time delay. The time delay can be treated as the “frequency” of the difference between the impedance function of the delayed system and that of the corresponding uncontrolled system. Thus, it can be identified from the Fourier transform of the difference between the two impedance functions. In an MDOF system, the pseudo-impedance functions are defined. The relationships between the time delay and the pseudo-impedance functions of the delayed system and uncontrolled system are deduced. Similarly, the time delay can be identified from the Fourier transform of the difference between the two pseudo-impedance functions. The results of numerical examples and experimental tests show that the identification approach to keeps a relatively high accuracy.

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
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16
Fig. 17

Similar content being viewed by others

References

  1. Hong, T., Hughes, P.C.: Effect of time delay on the stability of flexible structures with rate feedback control. J. Vib. Control 7, 33–49 (2001)

    Article  MATH  Google Scholar 

  2. Xu, J., Chung, K.W.: Effects of time delayed position feedback on a van der Pol–Duffing oscillator. Physica D—Nonlinear Phenomena 180, 17–39 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  3. Hu, H.Y.: Using delayed state feedback to stabilize periodic motions of an oscillator. J. Sound Vib. 275, 1009–1025 (2004)

  4. Qin, Y.X., Liu, Y.O., Wang, L., et al.: The Motion Stability of Dynamical Systems with Time-Delay, 2nd edn. Science Press, Beijing (1989). (in Chinese)

    Google Scholar 

  5. Mohamed, A.R.: Time-delay effects on actively damped structures. J. Eng. Mech. 113, 1709–1719 (1987)

    Article  Google Scholar 

  6. Chu, S.Y., Soong, T.T., Lin, C.C., et al.: Time-delay effect and compensation on direct output feedback controlled mass damper systems. Earthq. Eng. Struct. Dyn. 31, 121–137 (2002)

    Article  Google Scholar 

  7. Olgac, N., Holmhansen, B.T.: A novel active vibration absorption technique-delayed resonator. J. Sound Vib. 176, 93–104 (1994)

    Article  MATH  Google Scholar 

  8. Udwadia, F.E., von Bremen, H., Phohomsiri, P.: Time-delayed control design for active control of structures: principles and applications. Struct. Control Health Monit. 14, 27–61 (2007)

    Article  Google Scholar 

  9. Campbell, S.A., Crawford, S., Morris, K.: Friction and the inverted pendulum stabilization problem. J. Dyn. Syst. Meas. Control 130, 556–562 (2008)

    Article  Google Scholar 

  10. Cai, G.P., Lim, C.W.: Optimal tracking control of a flexible hub-beam system with time delay. Multibody Syst. Dyn. 16, 331–350 (2006)

    Article  MATH  Google Scholar 

  11. Xu, J., Sun, Y.X.: Experimental studies on active control of a dynamic system via a time-delayed absorber. Acta Mech. Sin. 31, 229–247 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  12. Wang, Z.H., Hu, H.Y.: A modified averaging scheme with application to the secondary Hopf bifurcation of a delayed van der Pol oscillator. Acta Mech. Sin. 24, 449–454 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  13. Palkovics, L., Venhovens, P.J.Th.: Investigation on stability and possible chaotic motions in the controlled wheel suspension system. Veh. Syst. Dyn. 21, 269–296 (1992)

  14. Fofana, M.S.: Effect of regenerative process on the sample stability of a multiple delay differential equation. Chaos Solitons Fractals 14, 301–309 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  15. Orlov, Y., Belkoura, L., Richard, J.P., et al.: On-line parameter identification of linear time-delay systems. In: IEEE Conference on Decision & Control, Las Vegas, Nevada, USA, 630–635 (2002)

  16. Hidayat, E., Medvedev, A.: Laguerre domain identification of continuous linear time-delay systems from impulse response data. Automatica 48, 2902–2907 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  17. Gu, W.D., Sun, Z.Y., Wu, X.M., et al.: Simultaneous identification of unknown time delays and model parameters in uncertain dynamical systems with linear or nonlinear parameterization by autosynchronization. Chin. Phys. B 22, 190–196 (2013)

    Google Scholar 

  18. Na, J., Ren, X.M., Xia, Y.Q.: Adaptive parameter identification of linear SISO systems with unknown time-delay. Syst. Control Lett. 66, 43–50 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  19. Karoui, A., Ibn Taarit, K., Ksouri, M.: Algebraic identification approach of multiple unknown time-delays of continuous-time linear systems. Adv. Intell. Syst. Comput. 427, 315–325 (2016)

    Google Scholar 

  20. Hu, H.Y.: Identifiability of feedback delays of linear controlled systems. J. Vib. Eng. 14, 161–165 (2001). (in Chinese)

    Google Scholar 

  21. Brincker, R., Ventura, C.E.: Introduction to Operational Modal Analysis. Wiley, West Sussex (2015)

    Book  MATH  Google Scholar 

  22. Huang, N.E., Shen, Z., Long, S.R., et al.: The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc. R. Soc. A Math. Phys. Eng. Sci. 454, 903–995 (1998)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

This project was supported by the National Natural Science Foundation of China (Grant 11272235).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Han-Wen Song.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Jin, MS., Sun, YQ., Song, HW. et al. Experiment-based identification of time delays in linear systems. Acta Mech. Sin. 33, 429–439 (2017). https://doi.org/10.1007/s10409-017-0652-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10409-017-0652-0

Keywords

Navigation