Torque ripple reduction using adaptive gain model predictive control for induction motor drives
Abstract This article introduces a new method for induction motor speed control based on predictive control. The presented method is a modified type of model predictive control (MPC) to improve the performance and reduce the torque ripple of the induction motor. Its basis is to consider magnitude ch...
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| Format: | Article |
| Language: | English |
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Wiley
2024-12-01
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| Series: | The Journal of Engineering |
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| Online Access: | https://doi.org/10.1049/tje2.70026 |
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| author | Seyed Morteza Banihashemy Yousef Alinejad Bromi |
| author_facet | Seyed Morteza Banihashemy Yousef Alinejad Bromi |
| author_sort | Seyed Morteza Banihashemy |
| collection | DOAJ |
| description | Abstract This article introduces a new method for induction motor speed control based on predictive control. The presented method is a modified type of model predictive control (MPC) to improve the performance and reduce the torque ripple of the induction motor. Its basis is to consider magnitude changes in the voltage vector to be applied to the motor in each sector. To validate the effectiveness of the proposed scheme, an experimental setup has been established on a prototype induction motor (IM) drive built on a Texas Instrument TMS320F28335 floating point Digital Signal Processor (DSP) board. The results of the proposed MPC demonstrates even more than 30% better performance on the IM compared to the conventional MPC in most cases. |
| format | Article |
| id | doaj-art-87abd0f2fb4e4271895af3c026daec4d |
| institution | OA Journals |
| issn | 2051-3305 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Journal of Engineering |
| spelling | doaj-art-87abd0f2fb4e4271895af3c026daec4d2025-08-20T01:57:39ZengWileyThe Journal of Engineering2051-33052024-12-01202412n/an/a10.1049/tje2.70026Torque ripple reduction using adaptive gain model predictive control for induction motor drivesSeyed Morteza Banihashemy0Yousef Alinejad Bromi1Electrical Engineering Semnan University Semnan IranElectrical Engineering Semnan University Semnan IranAbstract This article introduces a new method for induction motor speed control based on predictive control. The presented method is a modified type of model predictive control (MPC) to improve the performance and reduce the torque ripple of the induction motor. Its basis is to consider magnitude changes in the voltage vector to be applied to the motor in each sector. To validate the effectiveness of the proposed scheme, an experimental setup has been established on a prototype induction motor (IM) drive built on a Texas Instrument TMS320F28335 floating point Digital Signal Processor (DSP) board. The results of the proposed MPC demonstrates even more than 30% better performance on the IM compared to the conventional MPC in most cases.https://doi.org/10.1049/tje2.70026model predictive control (MPC)IM driveswitching voltage vectortorque ripple reduction |
| spellingShingle | Seyed Morteza Banihashemy Yousef Alinejad Bromi Torque ripple reduction using adaptive gain model predictive control for induction motor drives The Journal of Engineering model predictive control (MPC) IM drive switching voltage vector torque ripple reduction |
| title | Torque ripple reduction using adaptive gain model predictive control for induction motor drives |
| title_full | Torque ripple reduction using adaptive gain model predictive control for induction motor drives |
| title_fullStr | Torque ripple reduction using adaptive gain model predictive control for induction motor drives |
| title_full_unstemmed | Torque ripple reduction using adaptive gain model predictive control for induction motor drives |
| title_short | Torque ripple reduction using adaptive gain model predictive control for induction motor drives |
| title_sort | torque ripple reduction using adaptive gain model predictive control for induction motor drives |
| topic | model predictive control (MPC) IM drive switching voltage vector torque ripple reduction |
| url | https://doi.org/10.1049/tje2.70026 |
| work_keys_str_mv | AT seyedmortezabanihashemy torqueripplereductionusingadaptivegainmodelpredictivecontrolforinductionmotordrives AT yousefalinejadbromi torqueripplereductionusingadaptivegainmodelpredictivecontrolforinductionmotordrives |