Kriging Surrogate Model-Based Design of an Ultra-High-Speed Surface-Mounted Permanent-Magnet Synchronous Motor Considering Stator Iron Loss and Rotor Eddy Current Loss
- Title
- Kriging Surrogate Model-Based Design of an Ultra-High-Speed Surface-Mounted Permanent-Magnet Synchronous Motor Considering Stator Iron Loss and Rotor Eddy Current Loss
- Author
- 임명섭
- Keywords
- Stators; Rotors; Stress; Mathematical model; Optimization; Predictive models; Iron; Eddy current loss; kriging surrogate model; stator iron loss; ultra-high-speed (UHS) motor
- Issue Date
- 2022-02
- Publisher
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
- Citation
- IEEE TRANSACTIONS ON MAGNETICS, v. 58, NO. 2, article no. 8101405, Page. 1-5
- Abstract
- Ultra-high-speed (UHS) surface-mounted permanent-magnet synchronous motors (SPMSMs) are widely used for driving air compressors. UHS SPMSMs can suffer from high stator iron loss and rotor eddy current loss due to their high rotational speed and changes in the magnetic flux density when loading. Since these losses do not have a linear trend but change according to the motor design parameters, mathematical models cannot always predict them. This study aims to design of UHS SPMSMs based on a kriging surrogate model that takes into account the stator iron loss and rotor eddy current loss. Since the kriging surrogate model is highly predictive for nonlinear inputs, it is the perfect candidate to take into account the stator iron loss and rotor eddy current loss. The design proposed in this study, allowed to minimize the size and losses of a motor that satisfied the power specification
- URI
- https://ieeexplore.ieee.org/document/9430556https://repository.hanyang.ac.kr/handle/20.500.11754/177974
- ISSN
- 0018-9464;1941-0069
- DOI
- 10.1109/TMAG.2021.3080119
- Appears in Collections:
- COLLEGE OF ENGINEERING[S](공과대학) > AUTOMOTIVE ENGINEERING(미래자동차공학과) > Articles
- Files in This Item:
There are no files associated with this item.
- Export
- RIS (EndNote)
- XLS (Excel)
- XML