Simulation of speed control brushless DC motor using gaussian fuzzy logic controller
This paper presents a control scheme of a Fuzzy Logic for the brushless direct current (BLDC) motor drives. The BLDC motor has some advantages compare to others type of motors. However, the nonlinearity of this motor drive characteristics cause it is difficult to handle using conventional prop...
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| Format: | Thesis |
| Language: | English English English |
| Published: |
2014
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| Online Access: | http://eprints.uthm.edu.my/1623/1/24p%20NURLIANA%20ABD%20KARIM.pdf http://eprints.uthm.edu.my/1623/2/NURLIANA%20ABD%20KARIM%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/1623/3/NURLIANA%20ABD%20KARIM%20WATERMARK.pdf |
| _version_ | 1825709572015259648 |
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| author | Abd Karim, Nurliana |
| author_facet | Abd Karim, Nurliana |
| author_sort | Abd Karim, Nurliana |
| collection | UTHM |
| description | This paper presents a control scheme of a Fuzzy Logic for the brushless direct
current (BLDC) motor drives. The BLDC motor has some advantages compare to
others type of motors. However, the nonlinearity of this motor drive characteristics
cause it is difficult to handle using conventional proportional-integral-differential
(PID) controller. In order to overcome this main problem, Fuzzy Logic controller
with a Gaussian membership function is developed. The mathematical model of
BLDC motor is derived. The controller is designed to tracks variations of speed
references and stabilizes the output speed during load variations. The effectiveness
of the proposed method is verified by develop simulation model in Matlab Simulink
software. The simulation results show that the proposed Fuzzy Logic controller (FLC)
produce significant improvement control performance compare to the PID controller for
both condition controlling speed reference variations and load disturbance variations. |
| first_indexed | 2024-03-05T21:40:38Z |
| format | Thesis |
| id | uthm.eprints-1623 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | English English English |
| last_indexed | 2024-03-05T21:40:38Z |
| publishDate | 2014 |
| record_format | dspace |
| spelling | uthm.eprints-16232021-10-04T01:04:33Z http://eprints.uthm.edu.my/1623/ Simulation of speed control brushless DC motor using gaussian fuzzy logic controller Abd Karim, Nurliana TK Electrical engineering. Electronics Nuclear engineering TK2000-2891 Dynamoelectric machinery and auxiliaries. Including generators, motors, transformers This paper presents a control scheme of a Fuzzy Logic for the brushless direct current (BLDC) motor drives. The BLDC motor has some advantages compare to others type of motors. However, the nonlinearity of this motor drive characteristics cause it is difficult to handle using conventional proportional-integral-differential (PID) controller. In order to overcome this main problem, Fuzzy Logic controller with a Gaussian membership function is developed. The mathematical model of BLDC motor is derived. The controller is designed to tracks variations of speed references and stabilizes the output speed during load variations. The effectiveness of the proposed method is verified by develop simulation model in Matlab Simulink software. The simulation results show that the proposed Fuzzy Logic controller (FLC) produce significant improvement control performance compare to the PID controller for both condition controlling speed reference variations and load disturbance variations. 2014-01 Thesis NonPeerReviewed text en http://eprints.uthm.edu.my/1623/1/24p%20NURLIANA%20ABD%20KARIM.pdf text en http://eprints.uthm.edu.my/1623/2/NURLIANA%20ABD%20KARIM%20COPYRIGHT%20DECLARATION.pdf text en http://eprints.uthm.edu.my/1623/3/NURLIANA%20ABD%20KARIM%20WATERMARK.pdf Abd Karim, Nurliana (2014) Simulation of speed control brushless DC motor using gaussian fuzzy logic controller. Masters thesis, Universiti Tun Hussein Onn Malaysia. |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering TK2000-2891 Dynamoelectric machinery and auxiliaries. Including generators, motors, transformers Abd Karim, Nurliana Simulation of speed control brushless DC motor using gaussian fuzzy logic controller |
| title | Simulation of speed control brushless DC motor using gaussian fuzzy logic controller |
| title_full | Simulation of speed control brushless DC motor using gaussian fuzzy logic controller |
| title_fullStr | Simulation of speed control brushless DC motor using gaussian fuzzy logic controller |
| title_full_unstemmed | Simulation of speed control brushless DC motor using gaussian fuzzy logic controller |
| title_short | Simulation of speed control brushless DC motor using gaussian fuzzy logic controller |
| title_sort | simulation of speed control brushless dc motor using gaussian fuzzy logic controller |
| topic | TK Electrical engineering. Electronics Nuclear engineering TK2000-2891 Dynamoelectric machinery and auxiliaries. Including generators, motors, transformers |
| url | http://eprints.uthm.edu.my/1623/1/24p%20NURLIANA%20ABD%20KARIM.pdf http://eprints.uthm.edu.my/1623/2/NURLIANA%20ABD%20KARIM%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/1623/3/NURLIANA%20ABD%20KARIM%20WATERMARK.pdf |
| work_keys_str_mv | AT abdkarimnurliana simulationofspeedcontrolbrushlessdcmotorusinggaussianfuzzylogiccontroller |