Response Surface Method for Optimization of Synchronous Reluctance Motor Rotor
In order to define the best design structure of the synchronous reluctance motor (SynRM) rotor, optimization must be carried out, implying the selection of the best alternative for each specific criterion. The optimization of an electrical machine is a complicated work involving meeting different cr...
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-10-01
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| Series: | Machines |
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| Online Access: | https://www.mdpi.com/2075-1702/10/10/897 |
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| author | Svetlana Orlova Janis Auzins Vladislav Pugachov Anton Rassõlkin Toomas Vaimann |
| author_facet | Svetlana Orlova Janis Auzins Vladislav Pugachov Anton Rassõlkin Toomas Vaimann |
| author_sort | Svetlana Orlova |
| collection | DOAJ |
| description | In order to define the best design structure of the synchronous reluctance motor (SynRM) rotor, optimization must be carried out, implying the selection of the best alternative for each specific criterion. The optimization of an electrical machine is a complicated work involving meeting different criteria requirements while dealing with a range of constraints. In order to implement the optimization, it is necessary to process a huge number of options, changing the combinations of the factors affecting criteria and restrictions, which is a time-consuming process. This research presents the optimization technique that gives a mathematically proven solution of the optimal rotor design of a synchronous reluctance machine obtained by using metamodels in the form of local polynomial approximations. Analysis of the results of numerical modeling and experimental investigation has been performed in order to validate the developed technique and recommendations. SynRM rotor was manufactured, with the stator to be taken from the 1.1 kW W21 WEG induction motor, which makes possible the relevant experimental study. The performance analysis of the developed SynRM is shown in the paper. |
| first_indexed | 2024-03-09T03:34:36Z |
| format | Article |
| id | doaj.art-6df420fe40e94537a153816b0c26bb98 |
| institution | Directory Open Access Journal |
| issn | 2075-1702 |
| language | English |
| last_indexed | 2024-03-09T03:34:36Z |
| publishDate | 2022-10-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Machines |
| spelling | doaj.art-6df420fe40e94537a153816b0c26bb982023-12-03T14:50:56ZengMDPI AGMachines2075-17022022-10-01101089710.3390/machines10100897Response Surface Method for Optimization of Synchronous Reluctance Motor RotorSvetlana Orlova0Janis Auzins1Vladislav Pugachov2Anton Rassõlkin3Toomas Vaimann4Laboratory of Modelling of Electromagnetic Processes, Institute of Physical Energetics, LV-1006 Riga, LatviaMachine and Mechanism Dynamics Research Laboratory, Riga Technical University, LV-1048 Riga, LatviaLaboratory of Modelling of Electromagnetic Processes, Institute of Physical Energetics, LV-1006 Riga, LatviaDepartment of Electrical Power Engineering and Mechatronics, Tallinn University of Technology, 12616 Tallinn, EstoniaDepartment of Electrical Power Engineering and Mechatronics, Tallinn University of Technology, 12616 Tallinn, EstoniaIn order to define the best design structure of the synchronous reluctance motor (SynRM) rotor, optimization must be carried out, implying the selection of the best alternative for each specific criterion. The optimization of an electrical machine is a complicated work involving meeting different criteria requirements while dealing with a range of constraints. In order to implement the optimization, it is necessary to process a huge number of options, changing the combinations of the factors affecting criteria and restrictions, which is a time-consuming process. This research presents the optimization technique that gives a mathematically proven solution of the optimal rotor design of a synchronous reluctance machine obtained by using metamodels in the form of local polynomial approximations. Analysis of the results of numerical modeling and experimental investigation has been performed in order to validate the developed technique and recommendations. SynRM rotor was manufactured, with the stator to be taken from the 1.1 kW W21 WEG induction motor, which makes possible the relevant experimental study. The performance analysis of the developed SynRM is shown in the paper.https://www.mdpi.com/2075-1702/10/10/897synchronous reluctance motorsdesign optimizationdesign of experimentsresponse surface methodology |
| spellingShingle | Svetlana Orlova Janis Auzins Vladislav Pugachov Anton Rassõlkin Toomas Vaimann Response Surface Method for Optimization of Synchronous Reluctance Motor Rotor Machines synchronous reluctance motors design optimization design of experiments response surface methodology |
| title | Response Surface Method for Optimization of Synchronous Reluctance Motor Rotor |
| title_full | Response Surface Method for Optimization of Synchronous Reluctance Motor Rotor |
| title_fullStr | Response Surface Method for Optimization of Synchronous Reluctance Motor Rotor |
| title_full_unstemmed | Response Surface Method for Optimization of Synchronous Reluctance Motor Rotor |
| title_short | Response Surface Method for Optimization of Synchronous Reluctance Motor Rotor |
| title_sort | response surface method for optimization of synchronous reluctance motor rotor |
| topic | synchronous reluctance motors design optimization design of experiments response surface methodology |
| url | https://www.mdpi.com/2075-1702/10/10/897 |
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