Performance Improvements of a Permanent Magnet Synchronous Machine via Functional Model Predictive Control
This paper investigates the application of the model predictive control (MPC) approach to control the speed of a permanent magnet synchronous motor (PMSM) drive system. The MPC is used to calculate the optimal control actions including system constraints. To alleviate computational effort and to re...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2012-01-01
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| Series: | Journal of Control Science and Engineering |
| Online Access: | http://dx.doi.org/10.1155/2012/319708 |
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| _version_ | 1832563057177395200 |
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| author | Ahmed M. Kassem A. A. Hassan |
| author_facet | Ahmed M. Kassem A. A. Hassan |
| author_sort | Ahmed M. Kassem |
| collection | DOAJ |
| description | This paper investigates the application of the model predictive control (MPC) approach to control the speed of a permanent magnet synchronous motor (PMSM) drive system. The MPC is used to calculate the optimal control actions including system constraints. To alleviate computational effort and to reduce numerical problems, particularly in large prediction horizon, an exponentially weighted functional model predictive control (FMPC) is employed. In order to validate the effectiveness of the proposed FMPC scheme, the performance of the proposed controller is compared with a classical PI controller through simulation studies. Obtained results show that accurate tracking performance of the PMSM has been achieved. |
| format | Article |
| id | doaj-art-f27b84030e904383ac82c0b8bb01920e |
| institution | Kabale University |
| issn | 1687-5249 1687-5257 |
| language | English |
| publishDate | 2012-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Control Science and Engineering |
| spelling | doaj-art-f27b84030e904383ac82c0b8bb01920e2025-02-03T01:21:11ZengWileyJournal of Control Science and Engineering1687-52491687-52572012-01-01201210.1155/2012/319708319708Performance Improvements of a Permanent Magnet Synchronous Machine via Functional Model Predictive ControlAhmed M. Kassem0A. A. Hassan1Control Technology Department, Beni-Suef University, Beni-Suef 62511, EgyptDepartment of Electrical, Faculty of Engineering, Minia University, El Menia 61519, EgyptThis paper investigates the application of the model predictive control (MPC) approach to control the speed of a permanent magnet synchronous motor (PMSM) drive system. The MPC is used to calculate the optimal control actions including system constraints. To alleviate computational effort and to reduce numerical problems, particularly in large prediction horizon, an exponentially weighted functional model predictive control (FMPC) is employed. In order to validate the effectiveness of the proposed FMPC scheme, the performance of the proposed controller is compared with a classical PI controller through simulation studies. Obtained results show that accurate tracking performance of the PMSM has been achieved.http://dx.doi.org/10.1155/2012/319708 |
| spellingShingle | Ahmed M. Kassem A. A. Hassan Performance Improvements of a Permanent Magnet Synchronous Machine via Functional Model Predictive Control Journal of Control Science and Engineering |
| title | Performance Improvements of a Permanent Magnet Synchronous Machine via Functional Model Predictive Control |
| title_full | Performance Improvements of a Permanent Magnet Synchronous Machine via Functional Model Predictive Control |
| title_fullStr | Performance Improvements of a Permanent Magnet Synchronous Machine via Functional Model Predictive Control |
| title_full_unstemmed | Performance Improvements of a Permanent Magnet Synchronous Machine via Functional Model Predictive Control |
| title_short | Performance Improvements of a Permanent Magnet Synchronous Machine via Functional Model Predictive Control |
| title_sort | performance improvements of a permanent magnet synchronous machine via functional model predictive control |
| url | http://dx.doi.org/10.1155/2012/319708 |
| work_keys_str_mv | AT ahmedmkassem performanceimprovementsofapermanentmagnetsynchronousmachineviafunctionalmodelpredictivecontrol AT aahassan performanceimprovementsofapermanentmagnetsynchronousmachineviafunctionalmodelpredictivecontrol |