Research output per year
Research output per year
Zheng Tan, N.J. Baker, Wenping Cao
Research output: Chapter in Book/Published conference output › Conference publication
This paper presents a case study for multi-variable and multi-modal design optimisation of a doubly fed induction generator (DFIG) based on surrogate-model optimisation algorithm. The DFIG's winding of stator and rotor are optimised to obtain higher efficiency for rewinding purposes. First, a Latin hypercube design is selected as the design of experiments to obtain sampling points. Then, the surrogate model is constructed using Kriging Model (KRG) method based on the Latin hypercube design. Finally, the particle swarm optimisation algorithm is applied in conjunction with the finite element method to achieve the machine design optimisation.
Original language | English |
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Title of host publication | 8th IET International Conference on Power Electronics, Machines and Drives (PEMD 2016), 2016 |
Publisher | IET |
ISBN (Print) | 978-1-78561-188-9 |
DOIs | |
Publication status | Published - 10 Nov 2016 |
Event | 8th IET International Conference on Power Electronics, Machines and Drives - Glasgow, United Kingdom Duration: 19 Apr 2016 → 21 Apr 2016 |
Conference | 8th IET International Conference on Power Electronics, Machines and Drives |
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Abbreviated title | PEMD 2016 |
Country/Territory | United Kingdom |
City | Glasgow |
Period | 19/04/16 → 21/04/16 |
Research output: Chapter in Book/Published conference output › Conference publication
Research output: Chapter in Book/Published conference output › Conference publication
Research output: Chapter in Book/Published conference output › Conference publication