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

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...

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Main Authors: M. F., Masrom, Normaniha, Abd Ghani, Nurul Fadzlina, Jamin, N. A. A., Razali
Format: Conference or Workshop Item
Language:English
English
Published: Springer Singapore 2019
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Online Access:http://umpir.ump.edu.my/id/eprint/22638/1/33.%20Stabilization%20of%20two-wheeled%20wheelchair%20with%20movable%20payload.pdf
http://umpir.ump.edu.my/id/eprint/22638/2/33.1%20Stabilization%20of%20two-wheeled%20wheelchair%20with%20movable%20payload.pdf
http://umpir.ump.edu.my/id/eprint/22638/
https://doi.org/10.1007/978-981-13-3708-6_12
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Institution: Universiti Malaysia Pahang
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spelling my.ump.umpir.226382019-12-03T04:15:10Z http://umpir.ump.edu.my/id/eprint/22638/ Stabilization of two-wheeled wheelchair with movable payload based interval type-2 fuzzy logic controller M. F., Masrom Normaniha, Abd Ghani Nurul Fadzlina, Jamin N. A. A., Razali TK Electrical engineering. Electronics Nuclear engineering 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.. Springer Singapore 2019-08 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22638/1/33.%20Stabilization%20of%20two-wheeled%20wheelchair%20with%20movable%20payload.pdf pdf en http://umpir.ump.edu.my/id/eprint/22638/2/33.1%20Stabilization%20of%20two-wheeled%20wheelchair%20with%20movable%20payload.pdf M. F., Masrom and Normaniha, Abd Ghani and Nurul Fadzlina, Jamin and N. A. A., Razali (2019) 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, 27-28 September 2018 , Universiti Malaysia Pahang. pp. 137-149.. ISBN 978-981-13-3708-6 https://doi.org/10.1007/978-981-13-3708-6_12 DOI: https://doi.org/10.1007/978-981-13-3708-6_12
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 TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
M. F., Masrom
Normaniha, Abd Ghani
Nurul Fadzlina, Jamin
N. A. A., Razali
Stabilization of two-wheeled wheelchair with movable payload based interval type-2 fuzzy logic controller
description 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..
format Conference or Workshop Item
author M. F., Masrom
Normaniha, Abd Ghani
Nurul Fadzlina, Jamin
N. A. A., Razali
author_facet M. F., Masrom
Normaniha, Abd Ghani
Nurul Fadzlina, Jamin
N. A. A., Razali
author_sort M. F., Masrom
title Stabilization of two-wheeled wheelchair with movable payload based interval type-2 fuzzy logic controller
title_short Stabilization of two-wheeled wheelchair with movable payload based interval type-2 fuzzy logic controller
title_full Stabilization of two-wheeled wheelchair with movable payload based interval type-2 fuzzy logic controller
title_fullStr Stabilization of two-wheeled wheelchair with movable payload based interval type-2 fuzzy logic controller
title_full_unstemmed Stabilization of two-wheeled wheelchair with movable payload based interval type-2 fuzzy logic controller
title_sort stabilization of two-wheeled wheelchair with movable payload based interval type-2 fuzzy logic controller
publisher Springer Singapore
publishDate 2019
url http://umpir.ump.edu.my/id/eprint/22638/1/33.%20Stabilization%20of%20two-wheeled%20wheelchair%20with%20movable%20payload.pdf
http://umpir.ump.edu.my/id/eprint/22638/2/33.1%20Stabilization%20of%20two-wheeled%20wheelchair%20with%20movable%20payload.pdf
http://umpir.ump.edu.my/id/eprint/22638/
https://doi.org/10.1007/978-981-13-3708-6_12
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