The field oriented control of a permanent magnet synchrounous motor (PMSM) by using fuzzy logic
This project presents the comprehensive performance analysis on the principle of operation, design considerations and control algorithms of the field oriented control (FOC) for a permanent magnet synchronous motor (PMSM) drive system of Fuzzy Logic Controller (FLC) and proportional-integral PI...
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis |
| Language: | en en en |
| Published: |
2014
|
| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/1674/1/24p%20SAMAT%20IDERUS.pdf http://eprints.uthm.edu.my/1674/2/SAMAT%20IDERUS%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/1674/3/SAMAT%20IDERUS%20WATERMARK.pdf http://eprints.uthm.edu.my/1674/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1833416866049032192 |
|---|---|
| author | Iderus, Samat |
| author_facet | Iderus, Samat |
| author_sort | Iderus, Samat |
| building | UTHM Library |
| collection | Institutional Repository |
| content_provider | Universiti Tun Hussein Onn Malaysia |
| content_source | UTHM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | This project presents the comprehensive performance analysis on the principle of
operation, design considerations and control algorithms of the field oriented control
(FOC) for a permanent magnet synchronous motor (PMSM) drive system of Fuzzy
Logic Controller (FLC) and proportional-integral PI for speed control in closed loop
operation. To perform speed control of typical PMSM drives, PI controllers and FOC
method are classically used. PI Controller controller suffers from the drawback that for
its proper performance, the limits of the controller gains and the rate at which they
would change have to be appropriately chosen. Fuzzy based gain scheduling of PI
controller has been proposed in which uses in order to overcome the PI speed
controller problem. The simulation results show that the proposed FLC speed
controller produce significant improvement control performance compare to the PI
controller. FLC speed controller produced a better performance than PI speed
controller where the overshoot is totally removed and the settling time faster than PI
speed controller in achieving desired output speed. The fuzzy algorithm is based on
human intuition and experience and can be regarded as a set of heuristic decision rules.
It is possible to obtain very good performance in the presence of varying load
conditions changes of mechanical parameters and inaccuracy in the process modelling.
Research and application of fuzzy logic are developing very rapidly, with promising
impacts on electric drives and power electronics in future.
Keywords: FOC, PMSM, FLC, PI and for Speed Control. |
| format | Thesis |
| id | my.uthm.eprints-1674 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | en en en |
| publishDate | 2014 |
| record_format | eprints |
| spelling | my.uthm.eprints-16742021-10-04T08:32:35Z http://eprints.uthm.edu.my/1674/ The field oriented control of a permanent magnet synchrounous motor (PMSM) by using fuzzy logic Iderus, Samat TK Electrical engineering. Electronics Nuclear engineering TK2000-2891 Dynamoelectric machinery and auxiliaries. Including generators, motors, transformers This project presents the comprehensive performance analysis on the principle of operation, design considerations and control algorithms of the field oriented control (FOC) for a permanent magnet synchronous motor (PMSM) drive system of Fuzzy Logic Controller (FLC) and proportional-integral PI for speed control in closed loop operation. To perform speed control of typical PMSM drives, PI controllers and FOC method are classically used. PI Controller controller suffers from the drawback that for its proper performance, the limits of the controller gains and the rate at which they would change have to be appropriately chosen. Fuzzy based gain scheduling of PI controller has been proposed in which uses in order to overcome the PI speed controller problem. The simulation results show that the proposed FLC speed controller produce significant improvement control performance compare to the PI controller. FLC speed controller produced a better performance than PI speed controller where the overshoot is totally removed and the settling time faster than PI speed controller in achieving desired output speed. The fuzzy algorithm is based on human intuition and experience and can be regarded as a set of heuristic decision rules. It is possible to obtain very good performance in the presence of varying load conditions changes of mechanical parameters and inaccuracy in the process modelling. Research and application of fuzzy logic are developing very rapidly, with promising impacts on electric drives and power electronics in future. Keywords: FOC, PMSM, FLC, PI and for Speed Control. 2014-01 Thesis NonPeerReviewed text en http://eprints.uthm.edu.my/1674/1/24p%20SAMAT%20IDERUS.pdf text en http://eprints.uthm.edu.my/1674/2/SAMAT%20IDERUS%20COPYRIGHT%20DECLARATION.pdf text en http://eprints.uthm.edu.my/1674/3/SAMAT%20IDERUS%20WATERMARK.pdf Iderus, Samat (2014) The field oriented control of a permanent magnet synchrounous motor (PMSM) by using fuzzy logic. Masters thesis, Universiti Tun Hussein Onn Malaysia. |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering TK2000-2891 Dynamoelectric machinery and auxiliaries. Including generators, motors, transformers Iderus, Samat The field oriented control of a permanent magnet synchrounous motor (PMSM) by using fuzzy logic |
| title | The field oriented control of a permanent magnet synchrounous motor (PMSM) by using fuzzy logic |
| title_full | The field oriented control of a permanent magnet synchrounous motor (PMSM) by using fuzzy logic |
| title_fullStr | The field oriented control of a permanent magnet synchrounous motor (PMSM) by using fuzzy logic |
| title_full_unstemmed | The field oriented control of a permanent magnet synchrounous motor (PMSM) by using fuzzy logic |
| title_short | The field oriented control of a permanent magnet synchrounous motor (PMSM) by using fuzzy logic |
| title_sort | field oriented control of a permanent magnet synchrounous motor (pmsm) by using fuzzy logic |
| topic | TK Electrical engineering. Electronics Nuclear engineering TK2000-2891 Dynamoelectric machinery and auxiliaries. Including generators, motors, transformers |
| url | http://eprints.uthm.edu.my/1674/1/24p%20SAMAT%20IDERUS.pdf http://eprints.uthm.edu.my/1674/2/SAMAT%20IDERUS%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/1674/3/SAMAT%20IDERUS%20WATERMARK.pdf http://eprints.uthm.edu.my/1674/ |
| url_provider | http://eprints.uthm.edu.my/ |