Review of Fast Computation Methods for Finite-State Predictive Control of Multi-Phase Drives
Optimizing the cost function in predictive control of multi-phase drives is computationally intensive. This poses a challenge since the required sampling period for drives falls within the microsecond range. Numerous methods have been proposed in the literature to address this computational demand....
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| Language: | English |
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MDPI AG
2024-12-01
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| Series: | Applied Sciences |
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| Online Access: | https://www.mdpi.com/2076-3417/14/24/11774 |
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| author | Esteban Marsal Manuel R. Arahal Manuel G. Satué Manuel Perales |
| author_facet | Esteban Marsal Manuel R. Arahal Manuel G. Satué Manuel Perales |
| author_sort | Esteban Marsal |
| collection | DOAJ |
| description | Optimizing the cost function in predictive control of multi-phase drives is computationally intensive. This poses a challenge since the required sampling period for drives falls within the microsecond range. Numerous methods have been proposed in the literature to address this computational demand. This paper reviews recent proposals for multi-phase drives of various kinds. A structured classification of the proposals is provided. Furthermore, an integrated framework is employed to cohesively present and connect previously unrelated methods. Key elements such as Allowed Control Set, inter-sample modulation, and weighting factor use are identified. New developments in multi-vector and single-vector approaches are discussed. Practical limitations for each approach are also considered. |
| format | Article |
| id | doaj-art-adefd36b2a18465ebd3f4685a46ebfed |
| institution | DOAJ |
| issn | 2076-3417 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Applied Sciences |
| spelling | doaj-art-adefd36b2a18465ebd3f4685a46ebfed2025-08-20T02:57:05ZengMDPI AGApplied Sciences2076-34172024-12-0114241177410.3390/app142411774Review of Fast Computation Methods for Finite-State Predictive Control of Multi-Phase DrivesEsteban Marsal0Manuel R. Arahal1Manuel G. Satué2Manuel Perales3Systems Engineering and Automation Department, Escuela Técnica Superior de Ingeniería, University of Seville, Camino de los Descubrimientos s/n, 41092 Seville, SpainSystems Engineering and Automation Department, Escuela Técnica Superior de Ingeniería, University of Seville, Camino de los Descubrimientos s/n, 41092 Seville, SpainSystems Engineering and Automation Department, Escuela Técnica Superior de Ingeniería, University of Seville, Camino de los Descubrimientos s/n, 41092 Seville, SpainElectronic Engineering Department, Escuela Técnica Superior de Ingeniería, University of Seville, Camino de los Descubrimientos s/n, 41092 Seville, SpainOptimizing the cost function in predictive control of multi-phase drives is computationally intensive. This poses a challenge since the required sampling period for drives falls within the microsecond range. Numerous methods have been proposed in the literature to address this computational demand. This paper reviews recent proposals for multi-phase drives of various kinds. A structured classification of the proposals is provided. Furthermore, an integrated framework is employed to cohesively present and connect previously unrelated methods. Key elements such as Allowed Control Set, inter-sample modulation, and weighting factor use are identified. New developments in multi-vector and single-vector approaches are discussed. Practical limitations for each approach are also considered.https://www.mdpi.com/2076-3417/14/24/11774computational reductionfast computationfinite state model predictive controlinduction motormulti-phase drivesvariable speed drives |
| spellingShingle | Esteban Marsal Manuel R. Arahal Manuel G. Satué Manuel Perales Review of Fast Computation Methods for Finite-State Predictive Control of Multi-Phase Drives Applied Sciences computational reduction fast computation finite state model predictive control induction motor multi-phase drives variable speed drives |
| title | Review of Fast Computation Methods for Finite-State Predictive Control of Multi-Phase Drives |
| title_full | Review of Fast Computation Methods for Finite-State Predictive Control of Multi-Phase Drives |
| title_fullStr | Review of Fast Computation Methods for Finite-State Predictive Control of Multi-Phase Drives |
| title_full_unstemmed | Review of Fast Computation Methods for Finite-State Predictive Control of Multi-Phase Drives |
| title_short | Review of Fast Computation Methods for Finite-State Predictive Control of Multi-Phase Drives |
| title_sort | review of fast computation methods for finite state predictive control of multi phase drives |
| topic | computational reduction fast computation finite state model predictive control induction motor multi-phase drives variable speed drives |
| url | https://www.mdpi.com/2076-3417/14/24/11774 |
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