Hybrid control using fuzzy logic and adaptive space vector modulation for reduction of torque ripples in PM-BLDC motor drive
Abstract A novel hybrid control strategy for reducing torque ripple in permanent magnet brushless direct current motors has been developed by combining the deterministic nature of direct torque control and the adaptive nature of fuzzy logic control. Direct torque control using space vector pulse wid...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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SpringerOpen
2023-06-01
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| Series: | Journal of Engineering and Applied Science |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s44147-023-00238-0 |
| _version_ | 1797789682445058048 |
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| author | Vijay Kumar Karan Aftab Alam Amarnath Thakur |
| author_facet | Vijay Kumar Karan Aftab Alam Amarnath Thakur |
| author_sort | Vijay Kumar Karan |
| collection | DOAJ |
| description | Abstract A novel hybrid control strategy for reducing torque ripple in permanent magnet brushless direct current motors has been developed by combining the deterministic nature of direct torque control and the adaptive nature of fuzzy logic control. Direct torque control using space vector pulse width modulation has been developed. This technique ensures the near-sinusoidal nature of the stator and rotor current. The impact of commutation ripple corresponding to the sinusoidal current is reduced compared to square wave current in conventional direct torque control. Further, the fuzzy logic controller provides adaptive modulation in space vector to mitigate the torque ripple. The response of the proposed method has been analyzed in the time domain as well as in the frequency domain. Experimental results establish a significant reduction in torque ripple and minimization of high-frequency components. A comparative study with conventional direct torque control methods has also been presented. |
| first_indexed | 2024-03-13T01:54:09Z |
| format | Article |
| id | doaj.art-11cf9fb4a0124dd1a884b6ddd56c234e |
| institution | Directory Open Access Journal |
| issn | 1110-1903 2536-9512 |
| language | English |
| last_indexed | 2024-03-13T01:54:09Z |
| publishDate | 2023-06-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Journal of Engineering and Applied Science |
| spelling | doaj.art-11cf9fb4a0124dd1a884b6ddd56c234e2023-07-02T11:17:15ZengSpringerOpenJournal of Engineering and Applied Science1110-19032536-95122023-06-0170112410.1186/s44147-023-00238-0Hybrid control using fuzzy logic and adaptive space vector modulation for reduction of torque ripples in PM-BLDC motor driveVijay Kumar Karan0Aftab Alam1Amarnath Thakur2Department of Electrical & Electronics Engineering, Birla Institute of TechnologyDepartment of Electrical & Electronics Engineering, Birla Institute of TechnologyDepartment of Electrical Engineering, National Institute of TechnologyAbstract A novel hybrid control strategy for reducing torque ripple in permanent magnet brushless direct current motors has been developed by combining the deterministic nature of direct torque control and the adaptive nature of fuzzy logic control. Direct torque control using space vector pulse width modulation has been developed. This technique ensures the near-sinusoidal nature of the stator and rotor current. The impact of commutation ripple corresponding to the sinusoidal current is reduced compared to square wave current in conventional direct torque control. Further, the fuzzy logic controller provides adaptive modulation in space vector to mitigate the torque ripple. The response of the proposed method has been analyzed in the time domain as well as in the frequency domain. Experimental results establish a significant reduction in torque ripple and minimization of high-frequency components. A comparative study with conventional direct torque control methods has also been presented.https://doi.org/10.1186/s44147-023-00238-0Fuzzy logic controllerDirect torque controllerHarmonic analysisPMBLDC driveSpace vector modulation techniquesTorque ripple |
| spellingShingle | Vijay Kumar Karan Aftab Alam Amarnath Thakur Hybrid control using fuzzy logic and adaptive space vector modulation for reduction of torque ripples in PM-BLDC motor drive Journal of Engineering and Applied Science Fuzzy logic controller Direct torque controller Harmonic analysis PMBLDC drive Space vector modulation techniques Torque ripple |
| title | Hybrid control using fuzzy logic and adaptive space vector modulation for reduction of torque ripples in PM-BLDC motor drive |
| title_full | Hybrid control using fuzzy logic and adaptive space vector modulation for reduction of torque ripples in PM-BLDC motor drive |
| title_fullStr | Hybrid control using fuzzy logic and adaptive space vector modulation for reduction of torque ripples in PM-BLDC motor drive |
| title_full_unstemmed | Hybrid control using fuzzy logic and adaptive space vector modulation for reduction of torque ripples in PM-BLDC motor drive |
| title_short | Hybrid control using fuzzy logic and adaptive space vector modulation for reduction of torque ripples in PM-BLDC motor drive |
| title_sort | hybrid control using fuzzy logic and adaptive space vector modulation for reduction of torque ripples in pm bldc motor drive |
| topic | Fuzzy logic controller Direct torque controller Harmonic analysis PMBLDC drive Space vector modulation techniques Torque ripple |
| url | https://doi.org/10.1186/s44147-023-00238-0 |
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