Skip to main content
Log in

Analytical and experimental analyses of nonlinear vibrations in a rotary inverted pendulum

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

Abstract

Gaining insight into possible vibratory responses of dynamical systems around their stable equilibria is an essential step, which must be taken before their design and application. The results of such a study can significantly help prevent instability in closed-loop stabilized systems by avoiding the excitation of the system in the neighborhood of its resonance. This paper investigates nonlinear oscillations of a rotary inverted pendulum (RIP) with a full-state feedback controller. Lagrange’s equations are employed to derive an accurate 2-DoF mathematical model, whose parameter values are extracted by both the measurement and 3D modeling of the real system components. Although the governing equations of a 2-DoF nonlinear system are difficult to solve, performing an analytical solution is of great importance, mostly because, compared to the numerical solution, the analytical solution can function as an accurate pattern. Additionally, the analytical solution is generally more appealing to engineers because its computational costs are less than those of the numerical solution. In this study, the perturbative method of multiple scales is used to obtain an analytical solution to the coupled nonlinear motion equations of the closed-loop system. Moreover, the parameters of the controller are determined using the results of this solution. The findings reveal the existence of hardening- and softening-type resonances at the first and second vibrational modes, respectively. This leads to a wide frequency range with moderately large-amplitude vibrations, which must be avoided when adjusting a time-varying set-point for the system. The analytical results of the nonlinear vibration of the RIP are verified by experimental measurements, and a very good agreement is observed between the results of both approaches.

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
Fig. 18
Fig. 19
Fig. 20

Similar content being viewed by others

Data availability

The authors confirm that all data underlying the findings are fully available without restriction.

References

  1. Aguilar-Avelar, C., Moreno-Valenzuela, J.: A composite controller for trajectory tracking applied to the Furuta pendulum. ISA Trans. 57, 286–294 (2015)

    Article  Google Scholar 

  2. Fang, Y., et al.: Nonlinear coupling control laws for an underactuated overhead crane system. IEEE/ASME Trans. Mechatron. 8(3), 418–423 (2003)

    Article  Google Scholar 

  3. Chen, Y.-F., Huang, A.-C.: Controller design for a class of underactuated mechanical systems. IET Control Theory Appl. 6(1), 103–110 (2012)

    Article  MathSciNet  Google Scholar 

  4. Babu, J., Varghese, E.: Stabilization of rotary arm inverted pendulum using state feedback techniques. Int. J. Eng. Res. Technol. (IJERT) ISSN: pp. 2278–0181.

  5. Furuta, K., Okutani, T., Sone, H.: Computer control of a double inverted pendulum. Comput. Electr. Eng. 5(1), 67–84 (1978)

    Article  Google Scholar 

  6. Morasso, P., et al.: Stabilization of a cart inverted pendulum: improving the intermittent feedback strategy to match the limits of human performance. Front. Comput. Neurosci. 13, 16 (2019)

    Article  Google Scholar 

  7. Bettayeb, M., et al.: Stabilization of an inverted pendulum-cart system by fractional PI-state feedback. ISA Trans. 53(2), 508–516 (2014)

    Article  Google Scholar 

  8. Jezierski, A., Mozaryn, J., Suski, D.: A comparison of LQR and MPC control algorithms of an inverted pendulum. In: Polish Control Conference. Springer (2017)

  9. Prasad, L.B., Tyagi, B., Gupta, H.O.: Optimal control of nonlinear inverted pendulum system using PID controller and LQR: performance analysis without and with disturbance input. Int. J. Autom. Comput. 11(6), 661–670 (2014)

    Article  Google Scholar 

  10. Shah, N.H., Yeolekar, M.: Pole placement approach for controlling double inverted pendulum. Global J Res Eng (2013).

  11. Hasan, M., et al.: Balancing of an inverted pendulum using PD controller. Dhaka Univ. J. Sci. 60(1), 115–120 (2012)

    Article  Google Scholar 

  12. Casanova, V., et al.: Control of the rotary inverted pendulum through threshold-based communication. ISA Trans. 62, 357–366 (2016)

    Article  Google Scholar 

  13. Hamza, M., et al.: Real-time control of an inverted pendulum: a comparative study. In: 2011 Frontiers of Information Technology. IEEE (2011)

  14. Yokoyama, K., Takahashi, M.: Stabilization of a cart-inverted pendulum with interconnection and damping assignment passivity-based control focusing on the kinetic energy shaping. J. Syst. Des. Dyn. 4(5), 698–711 (2010)

    Google Scholar 

  15. Zhang, C., et al.: Cascaded control for balancing an inverted pendulum on a flying quadrotor. Robotica 35(6), 1263–1279 (2017)

    Article  Google Scholar 

  16. Messikh, L., Guechi, E.H., Benloucif, M.: Critically damped stabilization of inverted-pendulum systems using continuous-time cascade linear model predictive control. J. Frankl. Inst. 354(16), 7241–7265 (2017)

    Article  MathSciNet  Google Scholar 

  17. Peker, F., et al.: Cascade control approach for a cart inverted pendulum system using controller synthesis method. In: 2018 26th Mediterranean Conference on Control and Automation (MED). IEEE (2018).

  18. Song, Y., et al.: Sliding mode variable structure control for inverted pendulum visual servo systems. IFAC-PapersOnLine 52(11), 262–267 (2019)

    Article  Google Scholar 

  19. Zhao, J., Spong, M.W.: Hybrid control for global stabilization of the cart–pendulum system. Automatica 37(12), 1941–1951 (2001)

    Article  MathSciNet  Google Scholar 

  20. Åström, K.J.: Hybrid control of inverted pendulums. In: Learning, Control and Hybrid Systems. Springer, pp. 150–163 (1999).

  21. Mills, A., Wills, A., Ninness, B.: Nonlinear model predictive control of an inverted pendulum. In: 2009 American control conference. IEEE (2009)

  22. Magni, L., Scattolini, R., Åström, K.J.: Global stabilization of the inverted pendulum using model predictive control. IFAC Proc. Vol. 35(1), 141–146 (2002)

    Article  Google Scholar 

  23. Anderson, C.W.: Learning to control an inverted pendulum using neural networks. IEEE Control Syst. Mag. 9(3), 31–37 (1989)

    Article  Google Scholar 

  24. Kuo, T., Huang, Y., Hong, B.: Adaptive PID with sliding mode control for the rotary inverted pendulum system. In: 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics. IEEE (2009).

  25. Hernández, R., Jurado, F.: Adaptive neural sliding mode control of an inverted pendulum mounted on a ball system. In: 2018 15th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE). IEEE (2018).

  26. Liu, B., Hong, J., Wang, L.: Linear inverted pendulum control based on improved ADRC. Syst. Sci. Control Eng. 7(3), 1–12 (2019)

    Article  Google Scholar 

  27. Junior, S.S., Balthazar, J.M., Junior, B.R.P.: Non-linear dynamics of a tower orchard sprayer based on an inverted pendulum model. Biosyst. Eng. 103(4), 417–426 (2009)

    Article  Google Scholar 

  28. Kimiaeifar, A., et al.: Analysis of modified Van der Pol’s oscillator using He’s parameter-expanding methods. Curr. Appl. Phys. 10(1), 279–283 (2010)

    Article  Google Scholar 

  29. Azimzadeh, Z., Vahidi, A., Babolian, E.: Exact solutions for non-linear Duffing’s equations by He’s homotopy perturbation method. Indian J. Phys. 86(8), 721–726 (2012)

    Article  Google Scholar 

  30. Zeng, D., Lee, Y.: Analysis of strongly nonlinear oscillator using the max-min approach. Int. J. Nonlinear Sci. Numer. Simul. 10(10), 1361–1368 (2009)

    Google Scholar 

  31. Pakar, I., Bayat, M.: Analytical solution for strongly nonlinear oscillation systems using energy balance method. Int. J. Phys. Sci. 6(22), 5166–5170 (2011)

    Google Scholar 

  32. Pakar, I., Bayat, M., Bayat, M.: On the approximate analytical solution for parametrically excited nonlinear oscillators. J. Vibroeng. 14(1), 762 (2012)

    Google Scholar 

  33. Sobamowo, M.: Exact analytical solutions of nonlinear differential equation of a large amplitude simple pendulum. World Sci. News 144, 70–88 (2020)

    Google Scholar 

  34. Awrejcewicz, J., Starosta, R., Sypniewska-Kamińska, G.: Asymptotic analysis of resonances in nonlinear vibrations of the 3-dof pendulum. Differ. Equ. Dyn. Syst. 21(1), 123–140 (2013)

    Article  MathSciNet  Google Scholar 

  35. Ashrafiuon, H., Whitman, A.M.: Closed-loop dynamic analysis of a rotary inverted pendulum for control design. J. Dyn. Syst. Meas. Control 134(2) (2012)

  36. Litak, G., et al.: Nonlinear oscillations of an elastic inverted pendulum. In: 2012 IEEE 4th International Conference on Nonlinear Science and Complexity (NSC). IEEE (2012).

  37. Furuta, K., Yamakita, M., Kobayashi, S.: Swing-up control of inverted pendulum using pseudo-state feedback. Proc. Inst. Mech. Eng. Part I J. Syst. Control Eng. 206(4), 263–269 (1992)

    Google Scholar 

Download references

Funding

No funding was received to assist with the preparation of this manuscript.

Author information

Authors and Affiliations

Authors

Contributions

All authors contributed to the study conception and design. Material preparation, data collection, and analysis were performed by Mohammadjavad Rahimi Dolatabad and Abdolreza Pasharavesh. The first draft of the manuscript was written by Mohammadjavad Rahimi Dolatabad and all authors commented on previous versions of the manuscript. Dr. A. Khayyat and Dr. A. Pasharavesh read and approved the final manuscript.

Corresponding author

Correspondence to Abdolreza Pasharavesh.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest to declare.

Additional information

Publisher's Note

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

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Dolatabad, M.R., Pasharavesh, A. & Khayyat, A.A.A. Analytical and experimental analyses of nonlinear vibrations in a rotary inverted pendulum. Nonlinear Dyn 107, 1887–1902 (2022). https://doi.org/10.1007/s11071-021-06969-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11071-021-06969-0

Keywords

Navigation