Design of an Optimal Fuzzy Controller of an Under-Actuated Manipulator Based on Teaching-Learning-Based Optimization

1. Baghban A., Kardani M.N., Mohammadi A.H. (2018), Improved estimation of Cetane number of fatty acid methyl esters (FAMEs) based biodiesels using TLBO-NN and PSO-NN models, Fuel, 232, 620–631.10.1016/j.fuel.2018.05.166Search in Google Scholar

2. Craig J.J. (1989), Introduction to robotics. Mechanics and Control, Boston, MA, USA, Addison-Wesley Longman Publishing Co, Inc.Search in Google Scholar

3. Deng Y., Zhang X., Im N., Zhang G., Zhang Q. (2019), Event-triggered robust fuzzy path following control for underactuated ships with input saturation, Ocean Engineering, 186(1), 106122.10.1016/j.oceaneng.2019.106122Search in Google Scholar

4. He G.P., Wang Z.L., Zhang J., Geng Z.Y. (2014), Characteristics analysis and stabilization of a planar 2R underactuated manipulator, Robotica, Cambridge University Press, 1–17.10.1017/S0263574714001714Search in Google Scholar

5. Ho H.F., Wong Y.K., Rad A.B. (2007), Robust fuzzy tracking control for robotic manipulator, IFSA World Congress and 20th NAFIPS International Conference, 801–816.10.1016/j.simpat.2007.04.008Search in Google Scholar

6. Karimi M., Safarinejadian B. (2011), On-line control of the inverted pendulum with type-2 fuzzy logic controller, 2nd International Conference on Control, Instrumentation and Automation (ICCIA), 429–433.10.1109/ICCIAutom.2011.6356696Search in Google Scholar

7. Khooban M.H. (2014), Design an intelligent proportional-derivative (PD) feedback linearization control for nonholonomic-wheeled mobile robot, Journal of Intelligent & Fuzzy Systems, 26, 1833–1843.10.3233/IFS-130863Search in Google Scholar

8. Kumar M., Mittal M.L., Soni G., Joshi D. (2018), A hybrid TLBO-TS algorithm for integrated selection and scheduling of projects, Computers & Industrial Engineering, 119, 121–130.10.1016/j.cie.2018.03.029Search in Google Scholar

9. Lim C.M., Hiyama T. (1991), Application of fuzzy logic control to a manipulator, IEEE Transactions on Robotics and Automation I, 5, 688–691.10.1109/70.97890Search in Google Scholar

10. Lin X., Nie J., Jiao Y., Liang K., Li H. (2018), Adaptive fuzzy output feedback stabilization control for the underactuated surface vessel, Applied Ocean Research, 74(1), 40–48.10.1016/j.apor.2018.01.015Search in Google Scholar

11. Ma X.J., Sun Z.Q., He Y.Y. (1998), Analysis and design of fuzzy controller and fuzzy observer, IEEE Transactions on Fuzzy Systems, 6(1), 41–50.10.1109/91.660807Search in Google Scholar

12. Mahindrakar A.D., Rao S., Banavar R.N. (2006), Point-to-point control of a 2R planar horizontal underactuated manipulator, Mechanism and Machine Theory, 41, 838–844.10.1016/j.mechmachtheory.2005.10.013Search in Google Scholar

13. Mahmoodabadi M.J., Danesh N. (2017), Gravitational search algorithm based fuzzy control for a nonlinear ball and beam system, Journal of Control and Decision, 5(3), 229–240.10.1080/23307706.2017.1403864Search in Google Scholar

14. Mahmoodabadi M.J., Mottaghi M.B.S., Mahmodinejad A. (2016), Optimum design of fuzzy controllers for nonlinear systems using multi-objective particle swarm optimization, Journal of Vibration and Control, 22(3), 769–783.10.1177/1077546314532116Search in Google Scholar

15. Naghibi S.R., Pirmohamadi A.A., Moosavian S.A.A. (2017), Fuzzy MTEJ controller with integrator for control of underactuated manipulators, Robotics and Computer-Integrated Manufacturing, 48(1), 93–101.10.1016/j.rcim.2017.03.006Search in Google Scholar

16. Nguyen A.T., Sentouh C., Popieul J.C. (2018), Fuzzy steering control for autonomous vehicles under actuator saturation: Design and experiments, Journal of the Franklin Institute, 355(18), 9374–9395.10.1016/j.jfranklin.2017.11.027Search in Google Scholar

17. Patel P., Nakum B., Abhishek K., Kumar V.R., Kumar A. (2018), Optimization of Surface Roughness in Plasma Arc Cutting of AISID2 Steel Using TLBO, Materials Today: Proceedings, 5 (9), 18927–18932.10.1016/j.matpr.2018.06.242Search in Google Scholar

18. Rao K.V. (2019), Power consumption optimization strategy in micro ball-end milling of D2 steel via TLBO coupled with 3D FEM simulation, Measurement, 132, 68–78.10.1016/j.measurement.2018.09.044Search in Google Scholar

19. Rao R.V., Savsani V.J., Vakharia D.P. (2011), Teaching-learning-based optimization: a novel method for constrained mechanical design optimization problems, Computer-Aided Design, 43, 303–315.10.1016/j.cad.2010.12.015Search in Google Scholar

20. Rao R.V., Savsani V.J., Vakharia D.P. (2012), Teaching-learning-based optimization: an optimization method for continuous non-linear large scale problems, Information Sciences, 183(1), 1–12.10.1016/j.ins.2011.08.006Search in Google Scholar

21. Spong M.W., Hutchinson S., Vidyasagar M. (2005), Robot modeling and control, John Wiley & Sons, Inc.Search in Google Scholar

22. Sugeno M., Kang G.T. (1988), Structure identification of fuzzy model, Fuzzy Sets and Systems, 28(1), 15–33.10.1016/0165-0114(88)90113-3Search in Google Scholar

23. Takagi T., Sugeno M. (1985), Fuzzy identification of systems and its applications to modeling and control, IEEE Transactions on Systems, Man and Cybernetics, 15 (1), 116–132.10.1109/TSMC.1985.6313399Search in Google Scholar

24. Vahidi-Moghaddam A., Rajaei A., Ayati M. (2019), Disturbance-observer-based fuzzy terminal sliding mode control for MIMO uncertain nonlinear systems, Applied Mathematical Modelling, 70(1), 109–127.10.1016/j.apm.2019.01.010Search in Google Scholar

25. Wang L.X. (1996), A Course in Fuzzy Systems and Control, Upper Saddle River, United States Prentice-Hall International, Inc.Search in Google Scholar

26. Wang N., Sun Z., Yin J., Zou Z., Sud S.F. (2019), Fuzzy unknown observer-based robust adaptive path following control of underactuated surface vehicles subject to multiple unknowns, Ocean Engineering, 176(1), 57–64.10.1016/j.oceaneng.2019.02.017Search in Google Scholar

27. Yi J., Yubazaki N., Hirota K. (2001), Stabilization control of ball and beam systems, IFSA World Congress and 20th NAFIPS International Conference, 2229–2234.Search in Google Scholar

28. Yoo B.K., Ham W.C. (2000), Adaptive control of robot manipulator using fuzzy compensator, IEEE Transactions on Fuzzy Systems, 8(2), 186–199.10.1109/91.842152Search in Google Scholar

29. Yu C., Xiang X., Lapierre L., Zhang Q. (2017), Nonlinear guidance and fuzzy control for three-dimensional path following of an underactuated autonomous underwater vehicle, Ocean Engineering, 146(1), 457–467.10.1016/j.oceaneng.2017.10.001Search in Google Scholar

30. Zakeri E., Moezi S.A., Eghtesad M. (2019), Optimal interval type-2 fuzzy fractional order super twisting algorithm: A second order sliding mode controller for fully-actuated and under-actuated nonlinear systems, ISA Transactions, 85(1), 13–32.10.1016/j.isatra.2018.10.01330482550Search in Google Scholar