| Title: | Response surface method-based optimization of outer rotor permanent magnet synchronous motor |
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| Authors: | ID Rafiee, Vahid (Author)
ID Faiz, Jawad (Author) |
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| Files: |  Response_surface_method-based_optimization_Rafiee_2019.pdf (683,42 KB)
MD5: 67F35907382D8055B87059D9DF08B431
 https://www.fe.um.si/e-jet/38-2019/1966-november-2019.html
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| Language: | English |
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| Work type: | Scientific work |
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| Typology: | 1.01 - Original Scientific Article |
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| Organization: | FE - Faculty of Energy Technology
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| Abstract: | The Finite Element Method (FEM) is a prominent analysis approach. Although it is applicable for simulation and optimization of electrical machines, FEM is a very time-consuming technique. One of the approaches to shorten the optimization runtime is the use of surrogate models instead of FEM. In this paper, the design and optimization of an outer rotor permanent magnet synchronous motor for a hybrid vehicle are investigated. Response surface methodology (RSM) with four input variables is integrated with a sequential quadratic programming algorithm for optimization. Before the optimization, the performance of the surrogate model in the prediction of untried points is validated. Finally, the optimal motor is simulated by FEM to verify the results of RSM-based optimization, and the outputs of both models are compared. |
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| Keywords: | response surface surrogate method, outer rotor permanent magnet synchronous motor, sequential quadratic programming optimization |
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| Publication status: | Published |
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| Publication version: | Version of Record |
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| Publication date: | 01.11.2019 |
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| Publisher: | Fakulteta za energetiko Univerze v Mariboru |
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| Year of publishing: | 2019 |
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| Number of pages: | Str. 43-52 |
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| Numbering: | Letn. 12, Št. 3 |
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| PID: | 20.500.12556/DKUM-86497  |
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| UDC: | 621.313.323 |
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| ISSN on article: | 1855-5748 |
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| COBISS.SI-ID: | 1024371804 |
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| Publication date in DKUM: | 05.12.2023 |
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| Views: | 512 |
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| Downloads: | 4 |
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| Metadata: |    |
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| Categories: | Misc.
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