Optimization Of Fuzzy Logic Based For Vector Control Induction Motor Drives
Recently, fuzzy logic controllers have been recognized in induction motor drives systems for their robust performance. Therefore, this paper presents a fuzzy logic (FL) control system based on FL approach for a vector controlled induction motor drives for high performance application. The analysis,...
Saved in:
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Computer Science and Electronic Engineering (CEEC), 2016 8th
2017
|
Subjects: | |
Online Access: | http://eprints.utem.edu.my/id/eprint/18658/2/marizan_53.pdf http://eprints.utem.edu.my/id/eprint/18658/ https://www.researchgate.net/profile/Marizan_Sulaiman/publication/312467739_Optimization_of_Fuzzy_Logic_Based_for_Vector_Control_Induction_Motor_Drives/links/58a08eb7a6fdccf5e96e85f0/Optimization-of-Fuzzy-Logic-Based-for-Vector-Control-Induction-Motor-Dri |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
my.utem.eprints.18658 |
---|---|
record_format |
eprints |
spelling |
my.utem.eprints.186582021-07-21T23:42:11Z http://eprints.utem.edu.my/id/eprint/18658/ Optimization Of Fuzzy Logic Based For Vector Control Induction Motor Drives Salleh, Zulhisyam Sulaiman , Marizan Omar, Rosli Patakor, Fizatul Aini T Technology (General) TL Motor vehicles. Aeronautics. Astronautics Recently, fuzzy logic controllers have been recognized in induction motor drives systems for their robust performance. Therefore, this paper presents a fuzzy logic (FL) control system based on FL approach for a vector controlled induction motor drives for high performance application. The analysis, design and simulation of the FL controller for vector control induction motor are carried out based on scaling factor and membership functions theory. First, the drives system was simulated with Standard Constant Parameter FL, Design Case Constant Parameter Fuzzy Logic and PI controller. Then the best performances of these controllers were compared to proposed optimized fuzzy logic controller (OFL). The OFL is done by tuning of scaling factor for the change in speed error, Gce to produce a better transient behaviour, and altering the width and moving the peak value positions of membership functions to improve control performance. The results show that the proposed OFL gives better performances in tracking performances and also load disturbances. The test is done in different operating conditions for half rated speed and full rated speed, half and full load condition. The results demonstrates the robustness and the effectiveness of OFL controller for high performance of induction motor drive system. Computer Science and Electronic Engineering (CEEC), 2016 8th 2017-01 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/18658/2/marizan_53.pdf Salleh, Zulhisyam and Sulaiman , Marizan and Omar, Rosli and Patakor, Fizatul Aini (2017) Optimization Of Fuzzy Logic Based For Vector Control Induction Motor Drives. Ieee Xplore. pp. 1-6. ISSN - https://www.researchgate.net/profile/Marizan_Sulaiman/publication/312467739_Optimization_of_Fuzzy_Logic_Based_for_Vector_Control_Induction_Motor_Drives/links/58a08eb7a6fdccf5e96e85f0/Optimization-of-Fuzzy-Logic-Based-for-Vector-Control-Induction-Motor-Dri 10.1109/CEEC.2016.7835893 |
institution |
Universiti Teknikal Malaysia Melaka |
building |
UTEM Library |
collection |
Institutional Repository |
continent |
Asia |
country |
Malaysia |
content_provider |
Universiti Teknikal Malaysia Melaka |
content_source |
UTEM Institutional Repository |
url_provider |
http://eprints.utem.edu.my/ |
language |
English |
topic |
T Technology (General) TL Motor vehicles. Aeronautics. Astronautics |
spellingShingle |
T Technology (General) TL Motor vehicles. Aeronautics. Astronautics Salleh, Zulhisyam Sulaiman , Marizan Omar, Rosli Patakor, Fizatul Aini Optimization Of Fuzzy Logic Based For Vector Control Induction Motor Drives |
description |
Recently, fuzzy logic controllers have been recognized in induction motor drives systems for their robust performance. Therefore, this paper presents a fuzzy logic (FL) control system based on FL approach for a vector controlled induction motor drives for high performance application. The analysis, design and simulation of the FL controller for vector control induction motor are carried out based on scaling factor and membership functions theory. First, the drives system was simulated with Standard Constant Parameter FL, Design Case Constant Parameter Fuzzy Logic and PI controller. Then the best performances of these controllers were compared to proposed optimized fuzzy logic controller (OFL). The OFL is done by tuning of scaling factor for the change in speed error, Gce to produce a better transient behaviour, and altering the width and moving the peak value positions of membership functions to improve control performance. The results show that the proposed OFL gives better performances in tracking performances and also load disturbances. The test is done in different operating conditions for half rated speed and full rated speed, half and full load condition. The results demonstrates the robustness and the effectiveness of OFL controller for high performance of induction motor drive system. |
format |
Article |
author |
Salleh, Zulhisyam Sulaiman , Marizan Omar, Rosli Patakor, Fizatul Aini |
author_facet |
Salleh, Zulhisyam Sulaiman , Marizan Omar, Rosli Patakor, Fizatul Aini |
author_sort |
Salleh, Zulhisyam |
title |
Optimization Of Fuzzy Logic Based For Vector Control Induction Motor Drives |
title_short |
Optimization Of Fuzzy Logic Based For Vector Control Induction Motor Drives |
title_full |
Optimization Of Fuzzy Logic Based For Vector Control Induction Motor Drives |
title_fullStr |
Optimization Of Fuzzy Logic Based For Vector Control Induction Motor Drives |
title_full_unstemmed |
Optimization Of Fuzzy Logic Based For Vector Control Induction Motor Drives |
title_sort |
optimization of fuzzy logic based for vector control induction motor drives |
publisher |
Computer Science and Electronic Engineering (CEEC), 2016 8th |
publishDate |
2017 |
url |
http://eprints.utem.edu.my/id/eprint/18658/2/marizan_53.pdf http://eprints.utem.edu.my/id/eprint/18658/ https://www.researchgate.net/profile/Marizan_Sulaiman/publication/312467739_Optimization_of_Fuzzy_Logic_Based_for_Vector_Control_Induction_Motor_Drives/links/58a08eb7a6fdccf5e96e85f0/Optimization-of-Fuzzy-Logic-Based-for-Vector-Control-Induction-Motor-Dri |
_version_ |
1706960919711449088 |
score |
13.18916 |