CQICO and multiobjective thermal optimization for high-speed PM generator
This paper proposes a novel Continuous Quantum Immune Clonal Optimization (CQICO) algorithm for thermal optimization on an 117kW high speed permanent magnet generator (HSPMG). The proposed algorithm mixes the Quantum Computation into the Immune Cloning Algorithm and causes better population diversit...
| Main Authors: | , , , , , , , |
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| Format: | Article |
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IEEE
2017
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| Online Access: | https://eprints.nottingham.ac.uk/45232/ |
| _version_ | 1848797093280350208 |
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| author | Zhang, Xiaochen Li, Weili Gerada, C. Zhang, He Li, Jing Galea, Michael Gerada, David Cao, Junci |
| author_facet | Zhang, Xiaochen Li, Weili Gerada, C. Zhang, He Li, Jing Galea, Michael Gerada, David Cao, Junci |
| author_sort | Zhang, Xiaochen |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | This paper proposes a novel Continuous Quantum Immune Clonal Optimization (CQICO) algorithm for thermal optimization on an 117kW high speed permanent magnet generator (HSPMG). The proposed algorithm mixes the Quantum Computation into the Immune Cloning Algorithm and causes better population diversity, higher global searching ability, and faster convergence which approved by simulation results. Then, the improved algorithm is applied to seek an optimized slot groove and improve HSPMG thermal performance, in which the 3-D fluid-thermal coupling analyses are processed with a multi-objective optimal group composed of the highest temperature and the temperature difference. Both the proposed algorithm and the obtained conclusions are of significances in the design and optimization of the cooling system in electric machines. |
| first_indexed | 2025-11-14T19:58:24Z |
| format | Article |
| id | nottingham-45232 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| last_indexed | 2025-11-14T19:58:24Z |
| publishDate | 2017 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-452322020-05-04T18:29:35Z https://eprints.nottingham.ac.uk/45232/ CQICO and multiobjective thermal optimization for high-speed PM generator Zhang, Xiaochen Li, Weili Gerada, C. Zhang, He Li, Jing Galea, Michael Gerada, David Cao, Junci This paper proposes a novel Continuous Quantum Immune Clonal Optimization (CQICO) algorithm for thermal optimization on an 117kW high speed permanent magnet generator (HSPMG). The proposed algorithm mixes the Quantum Computation into the Immune Cloning Algorithm and causes better population diversity, higher global searching ability, and faster convergence which approved by simulation results. Then, the improved algorithm is applied to seek an optimized slot groove and improve HSPMG thermal performance, in which the 3-D fluid-thermal coupling analyses are processed with a multi-objective optimal group composed of the highest temperature and the temperature difference. Both the proposed algorithm and the obtained conclusions are of significances in the design and optimization of the cooling system in electric machines. IEEE 2017-01-25 Article PeerReviewed Zhang, Xiaochen, Li, Weili, Gerada, C., Zhang, He, Li, Jing, Galea, Michael, Gerada, David and Cao, Junci (2017) CQICO and multiobjective thermal optimization for high-speed PM generator. IEEE Transactions on Magnetics, 53 (6). ISSN 0018-9464 CQICO HSPMG Fluid-thermal Groove Optimization http://ieeexplore.ieee.org/document/7833042/ doi:10.1109/TMAG.2017.2658187 doi:10.1109/TMAG.2017.2658187 |
| spellingShingle | CQICO HSPMG Fluid-thermal Groove Optimization Zhang, Xiaochen Li, Weili Gerada, C. Zhang, He Li, Jing Galea, Michael Gerada, David Cao, Junci CQICO and multiobjective thermal optimization for high-speed PM generator |
| title | CQICO and multiobjective thermal optimization for high-speed PM generator |
| title_full | CQICO and multiobjective thermal optimization for high-speed PM generator |
| title_fullStr | CQICO and multiobjective thermal optimization for high-speed PM generator |
| title_full_unstemmed | CQICO and multiobjective thermal optimization for high-speed PM generator |
| title_short | CQICO and multiobjective thermal optimization for high-speed PM generator |
| title_sort | cqico and multiobjective thermal optimization for high-speed pm generator |
| topic | CQICO HSPMG Fluid-thermal Groove Optimization |
| url | https://eprints.nottingham.ac.uk/45232/ https://eprints.nottingham.ac.uk/45232/ https://eprints.nottingham.ac.uk/45232/ |