Optimal design of high-speed permanent magnet synchronous generator based on NSGA-II considering mechanical properties
Although the finite element method (FEM) is highly reliable, it is time-consuming and expensive, for example, substantial computing costs are incurred for coupled analysis while considering the mechanical and electromagnetic properties. Therefore, in this paper, a high-speed permanent magnet generat...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
AIP Publishing LLC
2023-02-01
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| Series: | AIP Advances |
| Online Access: | http://dx.doi.org/10.1063/9.0000465 |
| _version_ | 1811154892086050816 |
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| author | Seong-Tae Jo Woo-Hyeon Kim Jeong-In Lee Tae-Kyoung Bang Young-Keun Lee Hoon-Ki Lee Kyung-Hun Shin Jang-Young Choi |
| author_facet | Seong-Tae Jo Woo-Hyeon Kim Jeong-In Lee Tae-Kyoung Bang Young-Keun Lee Hoon-Ki Lee Kyung-Hun Shin Jang-Young Choi |
| author_sort | Seong-Tae Jo |
| collection | DOAJ |
| description | Although the finite element method (FEM) is highly reliable, it is time-consuming and expensive, for example, substantial computing costs are incurred for coupled analysis while considering the mechanical and electromagnetic properties. Therefore, in this paper, a high-speed permanent magnet generator's electromagnetic and stress characteristics have been mathematically derived, and the optimal point is selected based on NSGA-II. The objective functions are power density and efficiency, with the constraints being the current density, slot fill factor, core saturation, voltage limit, and rotor safety factor. The method presented in this study was verified via FEM analysis and experimental results of the optimal model. |
| first_indexed | 2024-04-10T04:23:39Z |
| format | Article |
| id | doaj.art-3306a1b46c6246208fa51f4a70455b1f |
| institution | Directory Open Access Journal |
| issn | 2158-3226 |
| language | English |
| last_indexed | 2024-04-10T04:23:39Z |
| publishDate | 2023-02-01 |
| publisher | AIP Publishing LLC |
| record_format | Article |
| series | AIP Advances |
| spelling | doaj.art-3306a1b46c6246208fa51f4a70455b1f2023-03-10T17:26:21ZengAIP Publishing LLCAIP Advances2158-32262023-02-01132025228025228-510.1063/9.0000465Optimal design of high-speed permanent magnet synchronous generator based on NSGA-II considering mechanical propertiesSeong-Tae Jo0Woo-Hyeon Kim1Jeong-In Lee2Tae-Kyoung Bang3Young-Keun Lee4Hoon-Ki Lee5Kyung-Hun Shin6Jang-Young Choi7Department of Electrical Engineering, Chungnam National University, 99, Dae-hak-ro, Yuseong-gu, Daejeon 305-764, Republic of KoreaHyundai Elevator Co., Ltd., 128, Chungjusandan1-ro, Chungju-si, Republic of KoreaDepartment of Electrical Engineering, Chungnam National University, 99, Dae-hak-ro, Yuseong-gu, Daejeon 305-764, Republic of KoreaHyundai Mobis R&D Center, Yongin 17029, Republic of KoreaDepartment of Electrical Engineering, Chungnam National University, 99, Dae-hak-ro, Yuseong-gu, Daejeon 305-764, Republic of KoreaDepartment of Electrical Engineering, Chungnam National University, 99, Dae-hak-ro, Yuseong-gu, Daejeon 305-764, Republic of KoreaDepartment of Power System Engineering, Chonnam National University, Yeosu-si 59626, Republic of KoreaDepartment of Electrical Engineering, Chungnam National University, 99, Dae-hak-ro, Yuseong-gu, Daejeon 305-764, Republic of KoreaAlthough the finite element method (FEM) is highly reliable, it is time-consuming and expensive, for example, substantial computing costs are incurred for coupled analysis while considering the mechanical and electromagnetic properties. Therefore, in this paper, a high-speed permanent magnet generator's electromagnetic and stress characteristics have been mathematically derived, and the optimal point is selected based on NSGA-II. The objective functions are power density and efficiency, with the constraints being the current density, slot fill factor, core saturation, voltage limit, and rotor safety factor. The method presented in this study was verified via FEM analysis and experimental results of the optimal model.http://dx.doi.org/10.1063/9.0000465 |
| spellingShingle | Seong-Tae Jo Woo-Hyeon Kim Jeong-In Lee Tae-Kyoung Bang Young-Keun Lee Hoon-Ki Lee Kyung-Hun Shin Jang-Young Choi Optimal design of high-speed permanent magnet synchronous generator based on NSGA-II considering mechanical properties AIP Advances |
| title | Optimal design of high-speed permanent magnet synchronous generator based on NSGA-II considering mechanical properties |
| title_full | Optimal design of high-speed permanent magnet synchronous generator based on NSGA-II considering mechanical properties |
| title_fullStr | Optimal design of high-speed permanent magnet synchronous generator based on NSGA-II considering mechanical properties |
| title_full_unstemmed | Optimal design of high-speed permanent magnet synchronous generator based on NSGA-II considering mechanical properties |
| title_short | Optimal design of high-speed permanent magnet synchronous generator based on NSGA-II considering mechanical properties |
| title_sort | optimal design of high speed permanent magnet synchronous generator based on nsga ii considering mechanical properties |
| url | http://dx.doi.org/10.1063/9.0000465 |
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