System identification for a mathematical model of DC motor with PI controller

A mathematical model has been proposed for some system that involves a DC motor. It is important to have the best mathematical model as it will improve the performance of the system itself, especially with an existence of a controller. In this study, a DC motor with PI controller will undergo a syst...

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Main Authors: Nur Naajihah, Ab Rahman, Nafrizuan, Mat Yahya
Format: Conference or Workshop Item
Language:English
Published: 2022
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/36796/1/System%20identification%20for%20a%20mathematical%20model%20of%20dc%20motor%20with%20pi%20controller.pdf
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spelling my.ump.umpir.367962023-02-20T07:17:33Z http://umpir.ump.edu.my/id/eprint/36796/ System identification for a mathematical model of DC motor with PI controller Nur Naajihah, Ab Rahman Nafrizuan, Mat Yahya T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering TS Manufactures A mathematical model has been proposed for some system that involves a DC motor. It is important to have the best mathematical model as it will improve the performance of the system itself, especially with an existence of a controller. In this study, a DC motor with PI controller will undergo a system identification process where the concept of poles and zeros will be applied by using the MATLAB/Simulink software. Cohen-Coon tuning method also will be used in order to tune the proposed controller’s parameters. Furthermore, several test were performed by varying the value of poles and zeros. Comparison will be made between the performance of DC motor PI controller with and without the system identification technique in terms of transient response characteristics. It is clear form the study that system identification is essential to ensuring that the DC motor’s performance may be improved. In light of this explanation, the DC motor PI controller with three poles and no zero performs better than the others. Its rising time was 0.082s, settling time was 2.333s, peak time was 1.223s with overshoot was slightly greater at 52.14 percent, and there was no steady-state inaccuracy. 2022-11-15 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/36796/1/System%20identification%20for%20a%20mathematical%20model%20of%20dc%20motor%20with%20pi%20controller.pdf Nur Naajihah, Ab Rahman and Nafrizuan, Mat Yahya (2022) System identification for a mathematical model of DC motor with PI controller. In: The 6th National Conference for Postgraduate Research (NCON-PGR 2022), 15 November 2022 , Virtual Conference, Universiti Malaysia Pahang, Malaysia. p. 73.. https://ncon-pgr.ump.edu.my/index.php/en/?option=com_fileman&view=file&routed=1&name=E-BOOK%20NCON%202022%20.pdf&folder=E-BOOK%20NCON%202022&container=fileman-files
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 T Technology (General)
TA Engineering (General). Civil engineering (General)
TJ Mechanical engineering and machinery
TK Electrical engineering. Electronics Nuclear engineering
TS Manufactures
spellingShingle T Technology (General)
TA Engineering (General). Civil engineering (General)
TJ Mechanical engineering and machinery
TK Electrical engineering. Electronics Nuclear engineering
TS Manufactures
Nur Naajihah, Ab Rahman
Nafrizuan, Mat Yahya
System identification for a mathematical model of DC motor with PI controller
description A mathematical model has been proposed for some system that involves a DC motor. It is important to have the best mathematical model as it will improve the performance of the system itself, especially with an existence of a controller. In this study, a DC motor with PI controller will undergo a system identification process where the concept of poles and zeros will be applied by using the MATLAB/Simulink software. Cohen-Coon tuning method also will be used in order to tune the proposed controller’s parameters. Furthermore, several test were performed by varying the value of poles and zeros. Comparison will be made between the performance of DC motor PI controller with and without the system identification technique in terms of transient response characteristics. It is clear form the study that system identification is essential to ensuring that the DC motor’s performance may be improved. In light of this explanation, the DC motor PI controller with three poles and no zero performs better than the others. Its rising time was 0.082s, settling time was 2.333s, peak time was 1.223s with overshoot was slightly greater at 52.14 percent, and there was no steady-state inaccuracy.
format Conference or Workshop Item
author Nur Naajihah, Ab Rahman
Nafrizuan, Mat Yahya
author_facet Nur Naajihah, Ab Rahman
Nafrizuan, Mat Yahya
author_sort Nur Naajihah, Ab Rahman
title System identification for a mathematical model of DC motor with PI controller
title_short System identification for a mathematical model of DC motor with PI controller
title_full System identification for a mathematical model of DC motor with PI controller
title_fullStr System identification for a mathematical model of DC motor with PI controller
title_full_unstemmed System identification for a mathematical model of DC motor with PI controller
title_sort system identification for a mathematical model of dc motor with pi controller
publishDate 2022
url http://umpir.ump.edu.my/id/eprint/36796/1/System%20identification%20for%20a%20mathematical%20model%20of%20dc%20motor%20with%20pi%20controller.pdf
http://umpir.ump.edu.my/id/eprint/36796/
https://ncon-pgr.ump.edu.my/index.php/en/?option=com_fileman&view=file&routed=1&name=E-BOOK%20NCON%202022%20.pdf&folder=E-BOOK%20NCON%202022&container=fileman-files
_version_ 1758578252652216320
score 13.211869