Two-wheeled wheelchair stabilization using interval type-2 fuzzy logic controller

In this paper, an Interval Type-2 Fuzzy Logic Control (IT2FLC) is proposed to control a two-wheeled wheelchair system which mimics double-links inverted pendulum and known as highly nonlinear, unstable and complex system. The control structures of the two-wheeled wheelchair is based on IT2FLC for ba...

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Main Authors: N. F., Jamin, N. M. A., Ghani, Zuwairie, Ibrahim, M. F., Masrom, N. A. A, Razali, A. M., Almeshal
Format: Article
Language:English
English
Published: United Kingdom Simulation Society 2018
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Online Access:http://umpir.ump.edu.my/id/eprint/22990/1/Two-wheeled%20wheelchair%20stabilization%20using%20interval%20type-2%20fuzzy%20logic%20controller.pdf
http://umpir.ump.edu.my/id/eprint/22990/7/Two-Wheeled%20Wheelchair%20Stabilizat.pdf
http://umpir.ump.edu.my/id/eprint/22990/
http://ijssst.info/Vol-19/No-3/paper3.pdf
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Institution: Universiti Malaysia Pahang
Language: English
English
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spelling my.ump.umpir.229902018-12-03T08:07:51Z http://umpir.ump.edu.my/id/eprint/22990/ Two-wheeled wheelchair stabilization using interval type-2 fuzzy logic controller N. F., Jamin N. M. A., Ghani Zuwairie, Ibrahim M. F., Masrom N. A. A, Razali A. M., Almeshal TJ Mechanical engineering and machinery TS Manufactures In this paper, an Interval Type-2 Fuzzy Logic Control (IT2FLC) is proposed to control a two-wheeled wheelchair system which mimics double-links inverted pendulum and known as highly nonlinear, unstable and complex system. The control structures of the two-wheeled wheelchair is based on IT2FLC for balancing and maintaining stability of two-wheeled wheelchair system in the upright position. This paper is aimed to develop a 3-Dimensional (3D) model of two-wheeled wheelchair using a SimWise 4D (SW4D) software, which replace a complex mathematical representation that is obtained using long equation and derivation. The movement of the system is visualized using the SW4D as it is integrated with Matlab Simulink. Simulation results show that the IT2FLC give a good performance in term of tilt angle at zero degree in the upright position. United Kingdom Simulation Society 2018 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22990/1/Two-wheeled%20wheelchair%20stabilization%20using%20interval%20type-2%20fuzzy%20logic%20controller.pdf pdf en http://umpir.ump.edu.my/id/eprint/22990/7/Two-Wheeled%20Wheelchair%20Stabilizat.pdf N. F., Jamin and N. M. A., Ghani and Zuwairie, Ibrahim and M. F., Masrom and N. A. A, Razali and A. M., Almeshal (2018) Two-wheeled wheelchair stabilization using interval type-2 fuzzy logic controller. International Journal of Simulation Systems, Science & Technology (IJSSST), 19 (3). 3.1-3.7. ISSN 1473-8031 (print); 1473-804x (online) http://ijssst.info/Vol-19/No-3/paper3.pdf DOI 10.5013/IJSSST.a.19.03.03
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic TJ Mechanical engineering and machinery
TS Manufactures
spellingShingle TJ Mechanical engineering and machinery
TS Manufactures
N. F., Jamin
N. M. A., Ghani
Zuwairie, Ibrahim
M. F., Masrom
N. A. A, Razali
A. M., Almeshal
Two-wheeled wheelchair stabilization using interval type-2 fuzzy logic controller
description In this paper, an Interval Type-2 Fuzzy Logic Control (IT2FLC) is proposed to control a two-wheeled wheelchair system which mimics double-links inverted pendulum and known as highly nonlinear, unstable and complex system. The control structures of the two-wheeled wheelchair is based on IT2FLC for balancing and maintaining stability of two-wheeled wheelchair system in the upright position. This paper is aimed to develop a 3-Dimensional (3D) model of two-wheeled wheelchair using a SimWise 4D (SW4D) software, which replace a complex mathematical representation that is obtained using long equation and derivation. The movement of the system is visualized using the SW4D as it is integrated with Matlab Simulink. Simulation results show that the IT2FLC give a good performance in term of tilt angle at zero degree in the upright position.
format Article
author N. F., Jamin
N. M. A., Ghani
Zuwairie, Ibrahim
M. F., Masrom
N. A. A, Razali
A. M., Almeshal
author_facet N. F., Jamin
N. M. A., Ghani
Zuwairie, Ibrahim
M. F., Masrom
N. A. A, Razali
A. M., Almeshal
author_sort N. F., Jamin
title Two-wheeled wheelchair stabilization using interval type-2 fuzzy logic controller
title_short Two-wheeled wheelchair stabilization using interval type-2 fuzzy logic controller
title_full Two-wheeled wheelchair stabilization using interval type-2 fuzzy logic controller
title_fullStr Two-wheeled wheelchair stabilization using interval type-2 fuzzy logic controller
title_full_unstemmed Two-wheeled wheelchair stabilization using interval type-2 fuzzy logic controller
title_sort two-wheeled wheelchair stabilization using interval type-2 fuzzy logic controller
publisher United Kingdom Simulation Society
publishDate 2018
url http://umpir.ump.edu.my/id/eprint/22990/1/Two-wheeled%20wheelchair%20stabilization%20using%20interval%20type-2%20fuzzy%20logic%20controller.pdf
http://umpir.ump.edu.my/id/eprint/22990/7/Two-Wheeled%20Wheelchair%20Stabilizat.pdf
http://umpir.ump.edu.my/id/eprint/22990/
http://ijssst.info/Vol-19/No-3/paper3.pdf
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