Skip to main content
Log in

Nonlinear dynamics, adaptive control and synchronization of a system modeled by a chemical reaction with integer- and fractional-order derivatives

  • Published:
International Journal of Dynamics and Control Aims and scope Submit manuscript

Abstract

This work addresses the influence of the fractional derivative on the bifurcation and route to chaos of a system modeled by a chemical reaction subjected to an external periodic force on the one hand, and the adaptive control and the synchronization of the same system on the other hand. The mathematical model which governs the dynamics of the system has been proposed. The equilibrium points have been determined and their stabilities are analyzed in the commensurable case. Based on Lyapunov’s stability theory, an adaptive control law has been designed to asymptotically stabilize the system state variables at the origin. Similarly, an adaptive synchronization law has been established in order to perform the identical synchronization of the system. Numerical simulations based on appropriate algorithms were used to plot phase portraits, times stories, bifurcation diagrams, Lyapunov exponent, route to chaos and also to show the effectiveness of the theoretical results. The study pointed out that the system can be controlled by acting on the parameters in presence or the order of the derivative. The decrease in the order of the derivative makes it possible to widen the zone of stability of the system.

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

Data Availability

No Data associated in the manuscript

Code availability

Not applicable.

References

  1. Chen WC (2008) Nonlinear dynamics and chaos in a fractional-order financial system. Chaos Solitons Fractals 36(5):1305–1314

    MathSciNet  Google Scholar 

  2. Luo C, Wang X (2013) Chaos in the fractional-order complex Lorenz system and its synchronization. Nonlinear Dyn 71(1):241–257

    MathSciNet  MATH  Google Scholar 

  3. Chen JH, Chen WC (2008) Chaotic dynamics of the fractionally damped van der Pol equation. Chaos Solitons Fractals 35(1):188–198

    Google Scholar 

  4. Rajagopal K, Bayani A, Jafari S, Karthikeyan A, Hussain I (2020) Chaotic dynamics of a fractional order glucose-insulin regulatory system. Front Inf Technol Electr Eng 21(7):1108–1118

    Google Scholar 

  5. Daftardar-Gejji V, Bhalekar S (2010) Chaos in fractional ordered Liu system. Comput Math Appl 59(3):1117–1127

    MathSciNet  MATH  Google Scholar 

  6. Zafar ZA (2019) Fractional order Lengyel-Epstein chemical reaction model (Retraction of Vol 38, art no 131, 2019). Springer Tiergartenstrasse 17, D-69121 Heidelberg, Germany

  7. Bagley Ronald L, Calico RA (1991) Fractional order state equations for the control of visco elastically damped structures. J Guid Control Dyn 14(2):304–311

    Google Scholar 

  8. Heaviside O (1971) Electromagnetic theory. Chelsea Pub Co, New York

    MATH  Google Scholar 

  9. Podlubny I (1998) Fractional differential equations: an introduction to fractional derivatives, fractional differential equations, to methods of their solution and some of their applications

  10. Ahmad WM, Sprott JC (2003) Chaos in fractional-order autonomous nonlinear systems. Chaos Solitons Fractals 16(2):339–351

    MATH  Google Scholar 

  11. Liu Y, Xie Y (2010) Dynamical characteristics of the fractional-order FitzHugh-Nagumo model neuron and its synchronization. Acta Phys Sinica 59(3):2147–2155

    Google Scholar 

  12. Kumar P, Govindaraj V, Erturk VS, Mohamed MS (2022) Effects of greenhouse gases and hypoxia on the population of aquatic species: a fractional mathematical model. Adv Contin Discret Models 1:1–19

    MathSciNet  Google Scholar 

  13. Kumar P, Govindaraj V, Erturk VS, Abdellatif MH (2022) A study on the dynamics of alkali-silica chemical reaction by using Caputo fractional derivative. Pramana 96(3):1–19

    Google Scholar 

  14. Erturk VS, Alomari AK, Kumar P, Murillo-Arcila M (2022) Analytic solution for the strongly nonlinear multi-order fractional version of a BVP occurring in chemical reactor theory. Dyn Nat Soc. https://doi.org/10.1155/2022/8655340

    Article  MATH  Google Scholar 

  15. Erturk VS, Ahmadkhanlu A, Kumar P, Govindaraj V (2022) Some novel mathematical analysis on a corneal shape model by using Caputo fractional derivative. Optik 261:169086

    Google Scholar 

  16. Rezapour S, Kumar P, Erturk VS, Etemad S (2022) A study on the 3D Hopfield neural network model via nonlocal Atangana-Baleanu operators. Complexity. https://doi.org/10.1155/2022/6784886

    Article  Google Scholar 

  17. Mandelbrot B (1967) Some noises with I/f spectrum, a bridge between direct current and white noise. IEEE Trans Inf Theory 13(2):289–298

    MATH  Google Scholar 

  18. Ditto WL (1996) Applications of chaos in biology and medicine. In: AIP Conference Proceedings American Institute of Physics vol. 376, pp. 175–201

  19. Jun-hai M, Yu-Shu C (2001) Study for the bifurcation topological structure and the global complicated character of a kind of nonlinear finance system (I). Appl Math Mech 22(11):1240–1251

    MathSciNet  Google Scholar 

  20. Jun-hai M, Yu-Shu C (2001) Study for the bifurcation topological structure and the global complicated character of a kind of nonlinear finance system (I). Appl Math Mech 22(12):1375–1382

    MathSciNet  Google Scholar 

  21. Liao Y, Zhou Y, Xu F, Shu XB (2020) A study on the complexity of a new chaotic financial system. Complexity Hindawi

  22. Feki M (2003) An adaptive chaos synchronization scheme applied to secure communication. Chaos Solitons Fractals 18(1):141–148

    MathSciNet  MATH  Google Scholar 

  23. Zaher AA, Abu-Rezq A (2011) On the design of chaos-based secure communication systems. Commun Nonlinear Sci Numer Simul 16(9):3721–3737

    MathSciNet  MATH  Google Scholar 

  24. Kyriazis M (1991) Applications of chaos theory to the molecular biology of aging. Exp Gerontol 26(6):569–572

    Google Scholar 

  25. Shabestari PS, Panahi S, Hatef B, Jafari S, Sprott JC (2018) A new chaotic model for glucose-insulin regulatory system. Chaos Solitons Fractals 112:44–51

    MathSciNet  Google Scholar 

  26. Miwadinou CH, Hinvi LA, Monwanou AV, Chabi Orou JB (2017) Nonlinear dynamics of a \(\phi ^6\)-modified Duffing oscillator: resonant oscillations and transition to chaos. Nonlinear Dyn 88(1):97–113

    MathSciNet  Google Scholar 

  27. Miwadinou CH, Hinvi LA, Monwanou AV, Chabi Orou JB (2018) Effect of amplitude modulated signal on chaotic motions in a mixed Rayleigh-Liénard oscillator. Chaos Solitons Fractals 113:89–101

    MathSciNet  MATH  Google Scholar 

  28. Fangnon R , Ainamon C, Monwanou AV , Miwadinou CH , Chabi Orou JB (2020) Nonlinear dynamics of the quadratic-damping Helmholtz oscillator. Complexity

  29. Olabodé DL, Miwadinou CH, Monwanou VA, Chabi-Orou JB (2019) Effects of passive hydrodynamics force on harmonic and chaotic oscillations in nonlinear chemical dynamics. Physica D 386:49–59

    MathSciNet  MATH  Google Scholar 

  30. Pecora LM, Carroll TL (1990) Synchronization in chaotic systems. Phys Rev Lett 64(8):821

    MathSciNet  MATH  Google Scholar 

  31. Qiang J (2008) Chaos control and synchronization of the Newton-Leipnik chaotic system. Chaos Solitons Fractals 35(4):814–824

    Google Scholar 

  32. Dousseh PY, Ainamona C, Miwadinou CH, Monwanou AV, Chabi-Orou JB (2021) Chaos control and synchronization of a new chaotic financial system with integer and fractional order. J Nonlinear Sci Appl (JNSA) 14:6

    MathSciNet  MATH  Google Scholar 

  33. Huang C, Cao J (2017) Active control strategy for synchronization and anti-synchronization of a fractional chaotic financial system. Physica A 473:262–275

    MathSciNet  MATH  Google Scholar 

  34. Dousseh PY ,Ainamon C , Miwadinou CH ,Monwanou AV , Chabi Orou JB (2021) Adaptive control of a new chaotic financial system with integer order and fractional order and its identical adaptive synchronization. Math Probl Eng

  35. Sundarapandian V (2013) Analysis and anti-synchronization of a novel chaotic system via active and adaptive controllers. J Eng Sci Technol Rev 6(4):45–52

    Google Scholar 

  36. Liao TL (1998) Adaptive synchronization of two Lorenz systems. Chaos Solitons Fractals 9(9):1555–1561

    MATH  Google Scholar 

  37. Yassen M (2003) Adaptive control and synchronization of a modified Chua’s circuit system. Appl Math Comput 135(1):113–128

    MathSciNet  MATH  Google Scholar 

  38. Dadras S, Momeni HR, Majd VJ (2009) Sliding mode control for uncertain new chaotic dynamical system. Chaos Solitons Fractals 41(4):1857–1862

    MATH  Google Scholar 

  39. Wang Y, Guan ZH, Wen X (2004) Adaptive synchronization for Chen chaotic system with fully unknown parameters. Chaos Solitons Fractals 19(4):899–903

    MATH  Google Scholar 

  40. Sundarapandian V, Idowu BA , Azar AT (2015) Backstepping controller design for the global chaos synchronization of Sprott’s jerk systems. Chaos Model Control Syst Des 39-58

  41. Bowong S, Kakmeni FM (2004) Synchronization of uncertain chaotic systems via backstepping approach. Chaos Solitons Fractals 21(4):999–1011

    MathSciNet  MATH  Google Scholar 

  42. Zhang J, Li C, Zhang H, Yu J (2004) Chaos synchronization using single variable feedback based on backstepping method. Chaos Solitons Fractals 21(5):1183–1193

    MATH  Google Scholar 

  43. Huang L, Feng R, Wang M (2004) Synchronization of chaotic systems via nonlinear control. Phys Lett A 320(4):271–275

    MathSciNet  MATH  Google Scholar 

  44. Dadras S, Momeni HR (2010) Control of a fractional-order economical system via sliding mode. Physica A 389(12):2434–2442

    Google Scholar 

  45. Shabunin AV, Baras F, Provata A (2002) Oscillatory reactive dynamics on surfaces: a lattice limit cycle model. Phys Rev E 66(3):036219

    Google Scholar 

  46. Gruebele M, Wolynes PG (2004) Vibrational energy flow and chemical reactions. Acc Chem Res 37(4):261–267

    Google Scholar 

  47. Shabunin A, Astakhov V, Demidov V, Provata A, Baras F, Nicolis G, Anishchenko V (2003) Modeling chemical reactions by forced limit-cycle oscillator: synchronization phenomena and transition to chaos. Chaos Solitons Fractals 15(2):395–405

    MATH  Google Scholar 

  48. Miwadinou CH, Monwanou AV, Yovogan J, Hinvi LA, Tuwa PRN, Chabi Orou JB (2018) Modeling nonlinear dissipative chemical dynamics by a forced modified Van der Pol-Duffing oscillator with asymmetric potential: chaotic behaviors predictions. Chin J Phys 56(3):1089–1104

    Google Scholar 

  49. Binous H, Bellagi A (2019) Introducing nonlinear dynamics to chemical and biochemical engineering graduate students using mathematica. Comput Appl Eng Educ 27(1):217–235

    Google Scholar 

  50. Monwanou AV, Koukpémédji AA, Ainamon C, Nwagoum Tuwa PR, Miwadinou CH, Chabi Orou JB (2020) Nonlinear dynamics in a chemical reaction under an amplitude-modulated excitation: hysteresis, vibrational resonance, multistability, and chaos. Complexity

  51. Hayashi C (2014) Nonlinear oscillations in physical systems

  52. Guckenheimer J, Holmes P (2013) Nonlinear oscillations, dynamical systems, and bifurcations of vector fields, vol 42. Springer, Cham

    MATH  Google Scholar 

  53. Yuan L, Kuang J (2017) Stability and a numerical solution of fractional-order Brusselator chemical. J Fract Calc Appl 8(1):38–47

  54. Bahatdin D, Teslima D (2017) Mathematical analysis of Lengyel-Epstein chemical reaction model by fractional-order differential equation’s system with multi-orders. Int J Sci Eng Investig 6(11):78–83

    Google Scholar 

  55. Selvam AGM, Dhineshbabu R, Vianny D Abraham (2015) Analysis of a fractional order prey-predator model (3-species). Glob J Comput Sci Math 5:95–102

    Google Scholar 

  56. Petráš I (2011) Fractional-order nonlinear systems: modeling, analysis and simulation. Springer, Cham

    MATH  Google Scholar 

  57. Magin RL (2004) Fractional calculus in bioengineering, part 1. Critical Reviews\(^{{\rm TM}}\) in Biomedical Engineering 32(1)

  58. Matignon D (1996) Stability results for fractional differential equations with applications to control processing. Comput Eng Syst Appl 2(1):963–968

    Google Scholar 

  59. Diethelm K, Ford NJ, Freed AD (2002) A predictor-corrector approach for the numerical solution of fractional differential equations. Nonlinear Dyn 29(1):3–22

    MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

The authors would like to express their gratitude to the anonymous referees for their careful reading and valuable suggestions, which improved the early version of the manuscript.

Funding

No funding for this research

Author information

Authors and Affiliations

Authors

Contributions

All the authors have contributed equally to the work.

Corresponding author

Correspondence to A. V. Monwanou.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) 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

Akpado, E.I.S., Monwanou, A.V. Nonlinear dynamics, adaptive control and synchronization of a system modeled by a chemical reaction with integer- and fractional-order derivatives. Int. J. Dynam. Control 11, 2614–2631 (2023). https://doi.org/10.1007/s40435-022-01107-z

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40435-022-01107-z

Keywords

Navigation