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Stabilization of two-wheeled wheelchair with movable payload based interval type-2 fuzzy logic controller

M. F., Masrom and Normaniha, Abd Ghani and Nurul Fadzlina, Jamin and N. A. A, Razali (2018) Stabilization of two-wheeled wheelchair with movable payload based interval type-2 fuzzy logic controller. In: Proceedings of the 10th National Technical Seminar on Underwater System Technology 2018. Lecture Notes in Electrical Engineering . Springer Singapore, Singapore, pp. 137-149. ISBN 978-981-13-3708-6 (Submitted)

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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..

Item Type: Book Section
Additional Information: Indexed by Springer
Uncontrolled Keywords: Two-wheeled wheelchair with movable payload; Double-link inverted pendulum; Interval Type-2 fuzzy logic control; SimWise 4D
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Faculty/Division: Faculty of Electrical & Electronic Engineering
Depositing User: Pn. Hazlinda Abd Rahman
Date Deposited: 14 Nov 2018 08:01
Last Modified: 17 May 2019 07:50
URI: http://umpir.ump.edu.my/id/eprint/22638
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