Comparative Study of Stepwise Optimization and Global Optimization on a Nine-Phase Flux-Switching PM Generator
In this paper, the design procedure and optimization process of a multi-phase flux-switching permanent magnet (FSPM) generator for wind power generation system is investigated. Two different optimization methods—stepwise optimization and global optimization—are implemented and applied to the optimiz...
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| Format: | Article |
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MDPI AG
2021-08-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/14/16/4754 |
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| author | Feng Li Xiaoyong Zhu |
| author_facet | Feng Li Xiaoyong Zhu |
| author_sort | Feng Li |
| collection | DOAJ |
| description | In this paper, the design procedure and optimization process of a multi-phase flux-switching permanent magnet (FSPM) generator for wind power generation system is investigated. Two different optimization methods—stepwise optimization and global optimization—are implemented and applied to the optimization of the proposed nine-phase FSPM generator-based wind power system. Both the advantages and disadvantages of two optimization methods are compared and analyzed. The results indicate that the stepwise optimization can achieve good effects on individual optimization objectives, whereas the global optimization can not only achieve a good optimization effect on a single objective, but also can find design point on the Pareto front, which can effectively optimize different multi-objects. The electromagnetic performance of the nine-phase FSPM generator is verified by experiments on a prototyped machine and the measured results show that the proposed generator exhibits the favorable characteristics of high torque, low torque ripple, and high efficiency. |
| first_indexed | 2024-03-10T08:52:07Z |
| format | Article |
| id | doaj.art-dd8e234c05ce4f37a9761137bbb39e46 |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-10T08:52:07Z |
| publishDate | 2021-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-dd8e234c05ce4f37a9761137bbb39e462023-11-22T07:26:57ZengMDPI AGEnergies1996-10732021-08-011416475410.3390/en14164754Comparative Study of Stepwise Optimization and Global Optimization on a Nine-Phase Flux-Switching PM GeneratorFeng Li0Xiaoyong Zhu1School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, ChinaSchool of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, ChinaIn this paper, the design procedure and optimization process of a multi-phase flux-switching permanent magnet (FSPM) generator for wind power generation system is investigated. Two different optimization methods—stepwise optimization and global optimization—are implemented and applied to the optimization of the proposed nine-phase FSPM generator-based wind power system. Both the advantages and disadvantages of two optimization methods are compared and analyzed. The results indicate that the stepwise optimization can achieve good effects on individual optimization objectives, whereas the global optimization can not only achieve a good optimization effect on a single objective, but also can find design point on the Pareto front, which can effectively optimize different multi-objects. The electromagnetic performance of the nine-phase FSPM generator is verified by experiments on a prototyped machine and the measured results show that the proposed generator exhibits the favorable characteristics of high torque, low torque ripple, and high efficiency.https://www.mdpi.com/1996-1073/14/16/4754design optimizationflux switching permanent magnet (FSPM)global optimizationmulti-objective |
| spellingShingle | Feng Li Xiaoyong Zhu Comparative Study of Stepwise Optimization and Global Optimization on a Nine-Phase Flux-Switching PM Generator Energies design optimization flux switching permanent magnet (FSPM) global optimization multi-objective |
| title | Comparative Study of Stepwise Optimization and Global Optimization on a Nine-Phase Flux-Switching PM Generator |
| title_full | Comparative Study of Stepwise Optimization and Global Optimization on a Nine-Phase Flux-Switching PM Generator |
| title_fullStr | Comparative Study of Stepwise Optimization and Global Optimization on a Nine-Phase Flux-Switching PM Generator |
| title_full_unstemmed | Comparative Study of Stepwise Optimization and Global Optimization on a Nine-Phase Flux-Switching PM Generator |
| title_short | Comparative Study of Stepwise Optimization and Global Optimization on a Nine-Phase Flux-Switching PM Generator |
| title_sort | comparative study of stepwise optimization and global optimization on a nine phase flux switching pm generator |
| topic | design optimization flux switching permanent magnet (FSPM) global optimization multi-objective |
| url | https://www.mdpi.com/1996-1073/14/16/4754 |
| work_keys_str_mv | AT fengli comparativestudyofstepwiseoptimizationandglobaloptimizationonaninephasefluxswitchingpmgenerator AT xiaoyongzhu comparativestudyofstepwiseoptimizationandglobaloptimizationonaninephasefluxswitchingpmgenerator |