Simulation study for controlling direct current motor position utilising fuzzy logic controller

A fuzzy logic controller (FLC) modelled with MATLAB toolbox that is implemented for position control of a direct current (DC) motor is presented in this paper. The position control is an adaptation of an assisted lifting device system. Due to the existing assisted lifting device problems that lift t...

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Main Authors: Nurainaa, Elias, Nafrizuan, Mat Yahya
Format: Article
Language:English
Published: Universiti Malaysia Pahang 2018
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/23583/1/260-Article%20Text-2908-1-10-20181225.pdf
http://umpir.ump.edu.my/id/eprint/23583/
http://journal.ump.edu.my/ijame/article/view/260
https://doi.org/10.15282/ijame.15.4.2018.19.0456
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spelling my.ump.umpir.235832020-05-31T04:54:20Z http://umpir.ump.edu.my/id/eprint/23583/ Simulation study for controlling direct current motor position utilising fuzzy logic controller Nurainaa, Elias Nafrizuan, Mat Yahya TJ Mechanical engineering and machinery A fuzzy logic controller (FLC) modelled with MATLAB toolbox that is implemented for position control of a direct current (DC) motor is presented in this paper. The position control is an adaptation of an assisted lifting device system. Due to the existing assisted lifting device problems that lift the load slowly and having lack of accuracy, this research is conducted to improve current assisted lifting device with the introduction of a DC motor and a fuzzy logic controller (FLC) that can improve position accuracy, especially when loading the loads. The DC motor was modelled, converted to a subsystem in Simulink and then the MATLAB toolbox is used to design the FLC. The methodology covers the simulation and modelling of the DC motor, fuzzy logic controller and different transfer functions for DC motor model as a benchmark to the performance of the fuzzy system. The outcomes acquired from the scope of the simulation was analysed. Parameters such as the rise and settling time in seconds and maximum overshoot in percentage are observed to be compared with different types of transfer functions that are used for the dynamic response of the closed-loop system and system with and without a controller that was used as references. The overall performance shows that a system with FLC performs well compared to the system without FLC. Universiti Malaysia Pahang 2018-12-25 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/23583/1/260-Article%20Text-2908-1-10-20181225.pdf Nurainaa, Elias and Nafrizuan, Mat Yahya (2018) Simulation study for controlling direct current motor position utilising fuzzy logic controller. International Journal of Automotive and Mechanical Engineering (IJAME), 15 (4). pp. 5989-6000. ISSN 1985-9325(Print); 2180-1606 (Online) http://journal.ump.edu.my/ijame/article/view/260 https://doi.org/10.15282/ijame.15.4.2018.19.0456
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
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Nurainaa, Elias
Nafrizuan, Mat Yahya
Simulation study for controlling direct current motor position utilising fuzzy logic controller
description A fuzzy logic controller (FLC) modelled with MATLAB toolbox that is implemented for position control of a direct current (DC) motor is presented in this paper. The position control is an adaptation of an assisted lifting device system. Due to the existing assisted lifting device problems that lift the load slowly and having lack of accuracy, this research is conducted to improve current assisted lifting device with the introduction of a DC motor and a fuzzy logic controller (FLC) that can improve position accuracy, especially when loading the loads. The DC motor was modelled, converted to a subsystem in Simulink and then the MATLAB toolbox is used to design the FLC. The methodology covers the simulation and modelling of the DC motor, fuzzy logic controller and different transfer functions for DC motor model as a benchmark to the performance of the fuzzy system. The outcomes acquired from the scope of the simulation was analysed. Parameters such as the rise and settling time in seconds and maximum overshoot in percentage are observed to be compared with different types of transfer functions that are used for the dynamic response of the closed-loop system and system with and without a controller that was used as references. The overall performance shows that a system with FLC performs well compared to the system without FLC.
format Article
author Nurainaa, Elias
Nafrizuan, Mat Yahya
author_facet Nurainaa, Elias
Nafrizuan, Mat Yahya
author_sort Nurainaa, Elias
title Simulation study for controlling direct current motor position utilising fuzzy logic controller
title_short Simulation study for controlling direct current motor position utilising fuzzy logic controller
title_full Simulation study for controlling direct current motor position utilising fuzzy logic controller
title_fullStr Simulation study for controlling direct current motor position utilising fuzzy logic controller
title_full_unstemmed Simulation study for controlling direct current motor position utilising fuzzy logic controller
title_sort simulation study for controlling direct current motor position utilising fuzzy logic controller
publisher Universiti Malaysia Pahang
publishDate 2018
url http://umpir.ump.edu.my/id/eprint/23583/1/260-Article%20Text-2908-1-10-20181225.pdf
http://umpir.ump.edu.my/id/eprint/23583/
http://journal.ump.edu.my/ijame/article/view/260
https://doi.org/10.15282/ijame.15.4.2018.19.0456
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score 13.211869