Computation-Efficient Model Predictive Control Using Sphere Decoding Algorithm for DTP-PMSMs
Extending the prediction horizon for finite control set model predictive control (FCS-MPC) has shown its advantages on steady-state performance and current distortions. However, its inherently high computational burden brought barriers to implement. Hence, a scheme of sphere decoding algorithm-MPC (...
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| Vydáno v: | IEEE transactions on magnetics Ročník 60; číslo 10; s. 1 - 5 |
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| Hlavní autoři: | , , , , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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New York
IEEE
01.10.2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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| ISSN: | 0018-9464, 1941-0069 |
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| Abstract | Extending the prediction horizon for finite control set model predictive control (FCS-MPC) has shown its advantages on steady-state performance and current distortions. However, its inherently high computational burden brought barriers to implement. Hence, a scheme of sphere decoding algorithm-MPC (SDA-MPC) with preliminary election is proposed for the calculation efficiency and harmonic suppression. The experimental prototype is developed and implemented for dual three phase permanent magnet synchronous motor (DTP-PMSM). Experimental results well agree with the theoretical analysis. In particular, the proposed SDA-MPC scheme significantly reduced the average turnaround time by 21% compared with the exhaustive search algorithm (ESA) under the single step. Moreover, it reduced the ripple in x-y subspace by 14% compared with the conventional SDA with whole control set. |
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| AbstractList | Extending the prediction horizon for finite control set model predictive control (FCS-MPC) has shown its advantages on steady-state performance and current distortions. However, its inherently high computational burden brought barriers to implement. Hence, a scheme of sphere decoding algorithm-MPC (SDA-MPC) with preliminary election is proposed for the calculation efficiency and harmonic suppression. The experimental prototype is developed and implemented for dual three phase permanent magnet synchronous motor (DTP-PMSM). Experimental results well agree with the theoretical analysis. In particular, the proposed SDA-MPC scheme significantly reduced the average turnaround time by 21% compared with the exhaustive search algorithm (ESA) under the single step. Moreover, it reduced the ripple in x–y subspace by 14% compared with the conventional SDA with whole control set. |
| Author | Wu, Yitong Han, Ruixue Zhang, Zhen Niu, Zhenyong Chang, Siyuan Chen, Jian Zeng, Shunqi |
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| SubjectTerms | Costs Decoding Harmonic analysis Low computation burden model predictive control Permanent magnet motors permanent magnet synchronous motor (PMSM) Permanent magnets Prediction algorithms Predictive control Search algorithms sphere decoding Switches Synchronous motors |
| Title | Computation-Efficient Model Predictive Control Using Sphere Decoding Algorithm for DTP-PMSMs |
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