Cover Image

Identification of transfer function to model brush temperature of a small DC machine at no-load

Using temperature measurement to provide insight into the health condition of an electrical machine at any operating point could be possible if a baseline temperature of the machine could be modelled in real-time and compared to the actual current temperature. In this study, transfer functions are b...

Full description

Saved in:
Bibliographic Details
Main Authors: Muhammad Syawal, Mat Jahak, Ismayuzri, Ishak, Suhaimi, Puteh, Sutiman, ., I. Wayan, Adiyasa
Format: Article
Language:English
Published: Penerbit UMP 2023
Subjects:
TJ Mechanical engineering and machinery
Online Access:http://umpir.ump.edu.my/id/eprint/40080/1/Identification%20of%20Transfer%20Function%20to%20Model%20Brush%20Temperature.pdf
http://umpir.ump.edu.my/id/eprint/40080/
https://doi.org/10.15282/mekatronika.v5i2.9843
https://doi.org/10.15282/mekatronika.v5i2.9843
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.ump.umpir.40080
record_format eprints
spelling my.ump.umpir.400802024-01-18T03:46:30Z http://umpir.ump.edu.my/id/eprint/40080/ Identification of transfer function to model brush temperature of a small DC machine at no-load Muhammad Syawal, Mat Jahak Ismayuzri, Ishak Suhaimi, Puteh Sutiman, . I. Wayan, Adiyasa TJ Mechanical engineering and machinery Using temperature measurement to provide insight into the health condition of an electrical machine at any operating point could be possible if a baseline temperature of the machine could be modelled in real-time and compared to the actual current temperature. In this study, transfer functions are being identified to be used as a baseline temperature response model for a small DC machine. As a preliminary study, the transfer functions are identified using experimental data of temperature responses at several no-load speed step inputs. The order of transfer function tested was between a range from 0 to 4. The third order transfer function was found to be the best followed by the first order transfer function with a model MSE error of less than 0.41 and 0.65 respectively. The slight variation on the poles of the system indicates that the thermal system of the electrical machine does not obey exactly the LTI hypothesis. Penerbit UMP 2023-07 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/40080/1/Identification%20of%20Transfer%20Function%20to%20Model%20Brush%20Temperature.pdf Muhammad Syawal, Mat Jahak and Ismayuzri, Ishak and Suhaimi, Puteh and Sutiman, . and I. Wayan, Adiyasa (2023) Identification of transfer function to model brush temperature of a small DC machine at no-load. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 5 (2). pp. 50-56. ISSN 2637-0883. (Published) https://doi.org/10.15282/mekatronika.v5i2.9843 https://doi.org/10.15282/mekatronika.v5i2.9843
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Muhammad Syawal, Mat Jahak
Ismayuzri, Ishak
Suhaimi, Puteh
Sutiman, .
I. Wayan, Adiyasa
Identification of transfer function to model brush temperature of a small DC machine at no-load
description Using temperature measurement to provide insight into the health condition of an electrical machine at any operating point could be possible if a baseline temperature of the machine could be modelled in real-time and compared to the actual current temperature. In this study, transfer functions are being identified to be used as a baseline temperature response model for a small DC machine. As a preliminary study, the transfer functions are identified using experimental data of temperature responses at several no-load speed step inputs. The order of transfer function tested was between a range from 0 to 4. The third order transfer function was found to be the best followed by the first order transfer function with a model MSE error of less than 0.41 and 0.65 respectively. The slight variation on the poles of the system indicates that the thermal system of the electrical machine does not obey exactly the LTI hypothesis.
format Article
author Muhammad Syawal, Mat Jahak
Ismayuzri, Ishak
Suhaimi, Puteh
Sutiman, .
I. Wayan, Adiyasa
author_facet Muhammad Syawal, Mat Jahak
Ismayuzri, Ishak
Suhaimi, Puteh
Sutiman, .
I. Wayan, Adiyasa
author_sort Muhammad Syawal, Mat Jahak
title Identification of transfer function to model brush temperature of a small DC machine at no-load
title_short Identification of transfer function to model brush temperature of a small DC machine at no-load
title_full Identification of transfer function to model brush temperature of a small DC machine at no-load
title_fullStr Identification of transfer function to model brush temperature of a small DC machine at no-load
title_full_unstemmed Identification of transfer function to model brush temperature of a small DC machine at no-load
title_sort identification of transfer function to model brush temperature of a small dc machine at no-load
publisher Penerbit UMP
publishDate 2023
url http://umpir.ump.edu.my/id/eprint/40080/1/Identification%20of%20Transfer%20Function%20to%20Model%20Brush%20Temperature.pdf
http://umpir.ump.edu.my/id/eprint/40080/
https://doi.org/10.15282/mekatronika.v5i2.9843
https://doi.org/10.15282/mekatronika.v5i2.9843
_version_ 1822924095097929728
score 13.23243

Similar Items