Abstract
In this paper, an Interval Type-2 Fuzzy Logic Control (IT2FLC) is proposed to control a stabilization of two-wheeled wheelchair system with moving payload. The two-wheeled wheelchair system is similarly with double-links inverted pendulum system but with additional of movable payload up to 0.3 m to reach a higher level of height. Thus, this two-wheeled wheelchair configuration becomes more complex, unstable and highly nonlinear system. The 300 N concentrated force is applied at the back of the wheelchair seat in two conditions; in the initial condition before the payload is lifted and in the maximum height of the payload to test the robustness of the controller. SimWise 4D (SW4D) software is used to develop a 3-Dimensional (3D) model of the two-wheeled wheelchair, which replaces a complex mathematical representation. The SW4D is used to visualize the movement of the system as it is integrated with Matlab Simulink. IT2FLC will be compared with Fuzzy Logic Control Type 1 (FLCT1) and the simulation results show that the IT2FLC give a good performance in term of angular position of both links in the upright position and maintain stable.
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Yi, J., Yubazaki, N.: Stabilization fuzzy control of inverted pendulum systems. Artif. Intell. Eng. 14, 153–163 (2000)
Henmi, T., Deng, M., Inoue, A., Ueki, N., Hirashima, Y..: Swing-up control of a serial double inverted pendulum. In: Proceeding of the 2004 American Control Conference Boston, Massachusetts (2004)
Adam, B., Robert, R.: Experimental verification of the dynamic model for a quarter size self-balancing wheelchair. In: Proceeding of American Control Conference Boston, Massachusetts, 488–492 (2004)
Grasser, F., D’arrigo, A., Colombi, S., Rufer, A.C. Joe.: A Mobile, Inverted Pendulum. IEEE Trans. Ind. Electron. 49(1), 107–114 (2001)
Pathak, K., Franch, J., Agrawal, S.K.: Velocity and position control of a wheeled inverted pendulum by partial feedback linearization. IEEE Trans. Robot 21(3), 505–513 (2005)
Seonghee, J., Takayuki, T.: Wheeled inverted pendulum type assistant robot: design concept and mobile control. Intel. Serv. Robot. 1, 313–320 (2008)
Abeygunawardhana, P.K.W., Defoort, M., Murakami, T.: Self-sustaining control of two-wheel mobile manipulator using sliding mode control. In: The 11th IEEE International Workshop on Advanced Motion Control (2010)
Qian, D., Yi, J., Zhao, D., Hao, Y.: Hierarchical sliding mode control for series double inverted pendulums system. In: International Conference on Intelligent Robot and Systems (2006)
Lashin, M., Ramadan, A., Abbass, H.S., Ismail, A.A.: Design of an optimized sliding mode control for loaded double inverted pendulum with mismatched uncertainties. In: International Conference on Intelligent Control and Information Processing (2014)
Lashin, M., Ramadan, A.: Optimal Design of a State Feedback Sliding Mode Controller of a Loaded Double Inverted Pendulum. Conference Paper, Elsevier (2015)
Al-Hadithi, B.M., Barragan, A.J., Andujar, J.M., Jimenez, A.: Fuzzy optimal control for double inverted pendulum. In: 7th IEEE Conference on Industrial Electronics and Applications (2012)
Wang, L., Zheng, S., Wang, X., Fan, L.: Fuzzy control of a double inverted pendulum based on information fusion. In: International Conference on Intelligent Control and Information Processing (2010)
Bhangal, N.S.: Design and performance of LQR and LQR based fuzzy controller for double inverted pendulum system. J. Image Graph. 1(3), 143–146 (2013)
Jamin, N.F., Ghani, N.M.A.: Two-wheeled wheelchair stabilization control using fuzzy logic controller based particle swarm optimization. In: IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS) (2016)
He, L.Y.: Analysis on application of fusion function on fuzzy controller for double inverted pendulum. In: Communications and information processing, pp. 144–151. Springer, Berlin, Heidelberg (2012)
Wang, L., Sheng, Z.: LQR-fuzzy control for double inverted pendulum. International Conference on Digital Manufacturing and Automation (2010)
Bogdanov, A.: Optimal Control of a Double Inverted Pendulum on a Cart. Technical Report CSE-04–006 (2004)
Chen, W., Li, Q., Gu, R.: Chaos optimization neural network control for the stability of double inverted pendulum. In: 2nd International Conference on Industrial Mechatronics and Automation (2010)
Stilman, M., Olson, J., Gloss, W., Golem Krang.: Dynamically stable humanoid robot for mobile manipulation. In: IEEE International Conference on Robotics and Automation (2010)
Hagras, H.A.: Hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots. IEEE Trans. Fuzzy Syst. 12(4) (2004)
Farooq, U., Gu, J., Luo, J.: An Interval Type-2 Fuzzy LQR Positioning Controller for Wheeled Mobile Robot. Proceeding of the IEEE International Conference on Robotics and Biomimetics (ROBIO) Shenzhen, China (2013)
Ri, M.H., Huang, J., Ri, S., Yun, H., Kim, C.S.: Design of interval type-2 fuzzy logic controller for mobile wheeled inverted pendulum. In: 12th World Congress on Intelligent Control and Automation (WCICA) Guilin, China (2016)
Hsiao, M.Y., Chen, C.Y.: Interval type2 adaptive fuzzy sliding-mode dynamic control design for wheeled mobile robots. Int. J. Fuzzy Syst. 10(4) (2008)
Huang, J., Ri, M.H., Wu, D., Ri, S.: Interval type-2 fuzzy logic modeling and control of a mobile two-wheeled inverted pendulum. IEEE Trans. Fuzzy Syst. (2017)
Hsiao, M.Y., Wang, C.T.: A finite-time convergent interval type-2 fuzzy sliding-mode controller design for omnidirectional mobile robots. In: International Conference on Advanced Robotics and Intelligent Systems, Tainan, Taiwan (2013)
Jamin, N.F., Ghani, N.M.A., Ibrahim, Z., Masrom, M.F., Razali, N.A.A., Almeshal, A.M.: Two-wheeled wheelchair stabilization using interval type-2 fuzzy logic controller. Int. J. Simul. Syst. Sci. Tecnol. 19(3) (2018). (IJSST)
Ahmad, S., Tokhi, M.O.: Modelling and control of a wheelchair on two wheels. In: Second Asia International Conference on Modelling & Simulation, IEEE (2008)
Chotikunnan, P., Panomruttanarug, B.: The application of fuzzy logic control to balance a wheelchair. CEAI 18(3), 41–51 (2016)
Panomruttanarug, B., Chotikunnan, P.: Self-balancing iBOT-like wheelchair based on type-1 and interval type-2 fuzzy control. In: Proceedings of ECTI-CON, IEEE (2014)
Ahmad, M.A., Tumari, M.Z.M., Nasir, A.N.K.: Composite fuzzy logic control approach to a flexible joint manipulator. Int. J. Adv. Robot. Syst. 10(58) (2013)
Acknowledgements
The work presented in the paper has been supported by Research Grant PGRS170344 from the Research and Innovation Department, Universiti Malaysia Pahang and sponsored by Mybrain15, Ministry of Education Malaysia.
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Jamin, N.F., Ghani, N.M.A., Ibrahim, Z., Masrom, M.F., Razali, N.A.A. (2019). Stabilization of Two-wheeled Wheelchair with Movable Payload Based Interval Type-2 Fuzzy Logic Controller. In: Md Zain, Z., et al. Proceedings of the 10th National Technical Seminar on Underwater System Technology 2018 . Lecture Notes in Electrical Engineering, vol 538. Springer, Singapore. https://doi.org/10.1007/978-981-13-3708-6_12
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