Conformable sliding mode control and analysis of Lorenz chaotic system

Authors

  • Haris Calgan Department of Electrical and Electronics Engineering, University of Balikesir, Balikesir, Türkiye & Mechatronics Research Group, Faculty of Engineering and Physical Science, University of Southampton, Southampton, SO171BJ, United Kingdom https://orcid.org/0000-0002-9106-8144
  • Metin Demirtas Department of Electrical and Electronics Engineering, University of Balikesir, Balikesir, Türkiye https://orcid.org/0000-0003-2622-5286

DOI:

https://doi.org/10.65112/tcmis.10078

Keywords:

Conformable, chaotic system, Lorenz, sliding mode, fractional calculus

Abstract

This study comparatively and innovatively examines linear state feedback control (LSFC) of the Conformable Sliding Mode Control (CSMC) methods on the conformable fractional-order Lorenz system. The extreme sensitivity of chaotic systems to initial conditions and their nonlinear nature present significant challenges for classical control methods. In this context, the conformable fractional derivative approach integrates the memory effect and fractional order character of the system into the model by adding a tq−1 multiplier to the system dynamics, while preserving the classical differential form. Thus, both analytical simplification is achieved and the physical interpretation of fractional dynamics is preserved. One of the original contributions of the study is the investigation of the conformable fractional-order form of the Lorenz system under control and the systematic comparison of two different control strategies under the same performance criteria. Innovatively, the effect of the conformable fractional-order on control performance is parametrically analysed, and the decisive role of the fractional order (q) on system stability and convergence speed is revealed. By activating the control signals after a specific delay, the natural evolution of the system in a chaotic regime was observed, and a realistic suppression scenario was created. This approach offers a more practical engineering perspective compared to instantaneous control applications. The results showed that the LSFC method provides a simple control structure and smooth control action. In contrast, the CSMC method achieves shorter settling time, faster convergence, improved disturbance rejection capability, and higher robustness against external disturbances and parameter uncertainties.

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References

[1] R. Khalil, M. Al Horani, A. Yousef, and M. Sababheh, “A new definition of fractional derivative,” J. Comput. Appl. Math., vol. 264, pp. 65–70, 2014. DOI: https://doi.org/10.1016/j.cam.2014.01.002

[2] L. Sadek and A. Akgül, “New properties for conformable fractional derivative and applications,” Progr. Fract. Differ. Appl, vol. 10, no. 3, pp. 335–344, 2024. DOI: https://doi.org/10.18576/pfda/100301

[3] A. Kajouni, A. Chafiki, K. Hilal, and M. Oukessou, “A new conformable fractional derivative and applications,” Int. J. Differ. Equations, vol. 2021, no. 1, p. 6245435, 2021. DOI: https://doi.org/10.1155/2021/6245435

[4] L. Sadek, T. A. Lazar, and I. Hashim, “Conformable finite element method for conformable fractional partial differential equations,” AIMS Math, vol. 8, no. 12, pp. 28858–28877, 2023. DOI: https://doi.org/10.3934/math.20231479

[5] L. Sadek, “Stability of conformable linear infinite-dimensional systems: L. Sadek,” Int. J. Dyn. Control, vol. 11, no. 3, pp. 1276–1284, 2023. DOI: https://doi.org/10.1007/s40435-022-01061-w

[6] T. Ennouari, B. Abouzaid, and M. E. Achhab, “Stability and stabilizability for infinite-dimensional conformable semilinear systems: T. Ennouari et al.,” Int. J. Dyn. Control, vol. 13, no. 1, p. 41, 2025. DOI: https://doi.org/10.1007/s40435-024-01558-6

[7] L. Sadek and A. Toukmati, “Controllability of infinite‐dimensional conformable Θ‐H‐systems,” Asian J. Control, vol. 28, no. 1, pp. 124–137, 2026. DOI: https://doi.org/10.1002/asjc.3659

[8] X. Wang, J. Wang, and M. Fečkan, “Controllability of conformable differential systems,” Nonlinear Anal. Model. Control, vol. 25, no. 4, pp. 658–674, 2020. DOI: https://doi.org/10.15388/namc.2020.25.18135

[9] Y. Ding, M. Feckan, and J. Wang, “Stability for conformable impulsive differential equations,” 2020. DOI: https://doi.org/10.58997/ejde.2020.118

[10] L. Sadek, “Controllability, observability, and stability of φ‐conformable fractional linear dynamical systems,” Asian J. Control, vol. 26, no. 5, pp. 2476–2494, 2024. DOI: https://doi.org/10.1002/asjc.3348

[11] S. Haghighatnia, S. H. Toosian, and A. Alfi, “Conformable fractional order sliding mode control for a class of fractional order chaotic systems,” 2019. DOI: https://doi.org/10.1007/s40313-019-00473-y

[12] S. Haghighatnia, “A novel conformable fractional-order Terminal Sliding Mode Controller for a class of uncertain nonlinear systems,” IETE J. Res., vol. 69, no. 1, pp. 438–446, 2023. DOI: https://doi.org/10.1080/03772063.2020.1829506

[13] A. J. Muñoz‐Vázquez, G. Fernández‐Anaya, F. Meléndez‐Vázquez, and J. D. Sanchez Torres, “Generalised conformable sliding mode control,” Math. Methods Appl. Sci., vol. 45, no. 3, pp. 1687–1699, 2022. DOI: https://doi.org/10.1002/mma.7883

[14] M. Akbarian, D. Baleanu, M. Yavuz, and A. Jajarmi, “An innovative method for stability assessment in fractional-order systems via higher-order Lyapunov derivatives,” Discret. Contin. Dyn. Syst., p. 0, 2026. DOI: https://doi.org/10.3934/dcdss.2026053

[15] H. Calgan and M. Demirtas, “Design and implementation of fault tolerant fractional order controllers for the output power of self-excited induction generator,” Electr. Eng., vol. 103, no. 5, pp. 2373–2389, 2021. DOI: https://doi.org/10.1007/s00202-021-01242-4

[16] V. Utkin, “Variable structure systems with sliding modes,” IEEE Trans. Automat. Contr., vol. 22, no. 2, pp. 212–222, 2003. DOI: https://doi.org/10.1109/TAC.1977.1101446

[17] M. Demirtas, Y. Altun, and A. Istanbullu, “Virtual laboratory for sliding mode and PID control of rotary inverted pendulum,” Comput. Appl. Eng. Educ., vol. 21, no. 3, pp. 400–409, 2013. DOI: https://doi.org/10.1002/cae.20484

[18] A.-H. Shoreh, S. A. A. Hamdallah, M. M. Elbadry, and G. M. Mahmoud, “PWC Lorenz–Rabinovich system: complex dynamics, circuit realization, and a new technique for adaptive synchronization via sliding mode control with application to cryptosystems design: AA-H. Shoreh et al.,” Int. J. Dyn. Control, vol. 14, no. 1, p. 20, 2026. DOI: https://doi.org/10.1007/s40435-025-01943-9

[19] B. Roy, A. Dey, and J. Dey, “Non‐Singular Fast Terminal Sliding Mode Control With Adaptive Reaching Law,” Int. J. Adapt. Control Signal Process., 2026. DOI: https://doi.org/10.1002/acs.70053

[20] E. N. Lorenz, “Deterministic Nonperiodic Flow,” J. Atmos. Sci., vol. 20, no. 2, pp. 130–141, 1963. DOI: https://doi.org/10.1175/1520-0469(1963)020<0130:DNF>2.0.CO;2

[21] H. Calgan, “Novel tilt integral sliding mode controller and observer design for sensorless speed control of a permanent magnet synchronous motor,” COMPEL-The Int. J. Comput. Math. Electr. Electron. Eng., vol. 41, no. 1, pp. 455–470, 2022. DOI: https://doi.org/10.1108/COMPEL-05-2021-0180

[22] A. Saghafinia, H. W. Ping, M. N. Uddin, and K. S. Gaeid, “Adaptive fuzzy sliding-mode control into chattering-free IM drive,” IEEE Trans. Ind. Appl., vol. 51, no. 1, pp. 692–701, 2014. DOI: https://doi.org/10.1109/TIA.2014.2328711

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Published

2026-07-11

How to Cite

Calgan, H., & Demirtas, M. (2026). Conformable sliding mode control and analysis of Lorenz chaotic system. Transactions on Computational Modeling and Intelligent Systems, 4, 10078. https://doi.org/10.65112/tcmis.10078

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