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Performance evaluation of an adaptive fractional-order fuzzy PID controller on three-link robotic manipulator system Cover

Performance evaluation of an adaptive fractional-order fuzzy PID controller on three-link robotic manipulator system

Open Access
|Feb 2026

References

  1. K. Jayaswal, D. K. Palwalia, and S. Kumar, “Analysis of robust control method for the flexible manipulator in reliable operation of medical robots during COVID-19 pandemic,” Microsyst. Technol., vol. 9, no. Romanov, 2020, doi: 10.1007/s00542-020-05028-9.
  2. K. Jayaswal, D. K. Palwalia, and S. Kumar, “Performance investigation of PID controller in trajectory control of two-link robotic manipulator in medical robots,” J. Interdiscip. Math., vol. 24, no. 2, pp. 467–478, Feb. 2021, doi: 10.1080/09720502.2021.1893444.
  3. P. Tripathi, J. Kumar, and V. K. Deolia, “Trajectory Tracking Analysis of Fractional-Order Nonlinear PID Controller for Single Link Robotic Manipulator System BT - Proceedings of Fourth International Conference on Computer and Communication Technologies,” 2023, pp. 443–452.
  4. Sweta, J. Kumar, and V. K. Deolia, “Investigation of Fractional-Order Nonlinear PID Controller for Three-link Robotic Manipulator System,” in 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2023, pp. 1–7, doi: 10.1109/ICCCNT56998.2023.10307476.
  5. D. Gupta, V. Goyal, and J. Kumar, “Comparative performance analysis of fractional-order nonlinear PID controller for complex surge tank system: tuning through machine learning control approach,” Multimed. Tools Appl., 2024, doi: 10.1007/s11042-024-18427-1.
  6. J. Kumar, V. Kumar, and K. P. S. Rana, “Fractional-order self-tuned fuzzy PID controller for three-link robotic manipulator system,” Neural Comput. Appl., vol. 32, no. 11, pp. 7235–7257, 2020, doi: 10.1007/s00521-019-04215-8.
  7. L. A. Zadeh, “Toward a Theory of Fuzzy Systems. Aspect Network and System Theory,” New York Rinehart Winst., 1971.
  8. E. H. Mamdani and S. Assilian, “An experiment in linguistic synthesis with a fuzzy logic controller,” Int. J. Man. Mach. Stud., vol. 7, no. 1, pp. 1–13, 1975, doi: https://doi.org/10.1016/S0020-7373(75)80002-2.
  9. K. Khorasani, “Adaptive control of flexible joint robots,” in Proceedings. 1991 IEEE International Conference on Robotics and Automation, 1991, pp. 2127–2134 vol.3, doi: 10.1109/ROBOT.1991.131942.
  10. R. K. Mudi and N. R. Pal, “A note on fuzzy PI-type controllers with resetting action,” Fuzzy Sets Syst., vol. 121, no. 1, pp. 149–159, 2001, doi: https://doi.org/10.1016/S0165-0114(99)00143-8.
  11. H. A. Malki, D. Misir, D. Feigenspan, and G. Chen, “Fuzzy PID control of a flexible-joint robot arm with uncertainties from time-varying loads,” IEEE Trans. Control Syst. Technol., vol. 5, no. 3, pp. 371–378, 1997, doi: 10.1109/87.572133.
  12. A. Koivo and T.-H. Guo, “Adaptive linear controller for robotic manipulators,” IEEE Trans. Automat. Contr., vol. 28, no. 2, pp. 162–171, 1983, doi: 10.1109/TAC.1983.1103211.
  13. J. Kumar, D. Gupta, and V. Goyal, “Nonlinear PID Controller for Three-Link Robotic Manipulator System: A Comprehensive Approach BT - Proceedings of International Conference on Communication and Artificial Intelligence,” 2022, pp. 137–152.
  14. R. Sharma, K. P. S. Rana, and V. Kumar, “Performance analysis of fractional order fuzzy PID controllers applied to a robotic manipulator,” Expert Syst. Appl., vol. 41, no. 9, pp. 4274–4289, 2014, doi: 10.1016/j.eswa.2013.12.030.
  15. C. Yeroglu and N. Tan, “Classical controller design techniques for fractional order case,” ISA Trans., vol. 50, no. 3, pp. 461–472, 2011, doi: https://doi.org/10.1016/j.isatra.2011.03.004.
  16. J. Kumar, V. Goyal, and D. Gupta, “Reliable Incorporation of Robust Fractional-Order Nonlinear PID Controller into Integrated Power System Using Gray Wolf Optimization Method BT - Advances in Data and Information Sciences,” 2023, pp. 333–343.
  17. V. Kumar, K. P. S. Rana, J. Kumar, and P. Mishra, “Self-tuned robust fractional order fuzzy PD controller for uncertain and nonlinear active suspension system,” Neural Comput. Appl., vol. 30, no. 6, pp. 1827–1843, 2018, doi: 10.1007/s00521-016-2774-x.
  18. C. C. Lee, “Fuzzy logic in control systems: fuzzy logic controller. I,” IEEE Trans. Syst. Man. Cybern., vol. 20, no. 2, pp. 404–418, 1990, doi: 10.1109/21.52551.
  19. A. Mourad and Z. Youcef, “Fuzzy-PI Controller Tuned With ICA: applied to 2 DOF robot control trajectory,” in 2022 XXVIII International Conference on Information, Communication and Automation Technologies (ICAT), 2022, pp. 1–6, doi: 10.1109/ICAT54566.2022.9811113.
  20. A. Agrawal, V. Goyal, and P. Mishra, “Comparative Study of Fuzzy PID and PID Controller Optimized with Spider Monkey Optimization for a Robotic Manipulator System,” Recent Adv. Comput. Sci. Commun. (Formerly Recent Patents Comput. Sci., vol. 14, no. 4, 2021.
  21. L. A. Zadeh, “Fuzzy sets,” Inf. Control, vol. 8, no. 3, pp. 338–353, 1965, doi: https://doi.org/10.1016/S0019-9958(65)90241-X.
  22. J. Kumar, V. Kumar, and K. P. S. Rana, “A fractional order fuzzy PD+I controller for three-link electrically driven rigid robotic manipulator system,” J. Intell. Fuzzy Syst., vol. 35, pp. 5287–5299, 2018, doi: 10.3233/JIFS-169812.
  23. X.-S. Yang and S. Deb, “Cuckoo search: recent advances and applications,” Neural Comput. Appl., vol. 24, no. 1, pp. 169–174, 2014, doi: 10.1007/s00521-013-1367-1.
  24. K. Deb, “An introduction to genetic algorithms,” Sadhana, vol. 24, no. 4, pp. 293–315, 1999, doi: 10.1007/BF02823145.
  25. R. M. Ramadan and R. F. Abdel-Kader, “Particle swarm optimization for human face recognition,” in 2009 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2009, pp. 579–584, doi: 10.1109/ISSPIT.2009.5407518.
DOI: https://doi.org/10.2478/jee-2026-0004 | Journal eISSN: 1339-309X | Journal ISSN: 1335-3632
Language: English
Page range: 33 - 40
Submitted on: Nov 11, 2025
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Published on: Feb 18, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 6 issues per year

© 2026 Sweta, Vinay Kumar Deolia, Jitendra Kumar, published by Slovak University of Technology in Bratislava
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.