Title :
Optimal design of distributed winding axial flux permanent magnet synchronous generator for wind turbine systems
Author :
You, Yong-Min ; Hwang, Kyu-yun ; Kwon, Byung-Il
Author_Institution :
Dept. of Electron., Hanyang Univ., Ansan, South Korea
Abstract :
In order to reduce harmonic distortion, this paper presents a distributed winding type axial flux permanent magnet synchronous generator (AFPMSG), suitable for wind turbine generation systems. The characteristic analysis is performed with the aid of a 3D finite element method (FEM) and these analysis results are confirmed by the experimental results. To improve the output power and unbalance of the phase back EMF, the optimal design process by using Kriging combined with latin hypercube sampling (LHS) and genetic algorithm (GA) was utilized. As a result, the output power and unbalance of the phase back EMF of the distributed winding type AFPMSG were improved efficiently while maintaining the total harmonic distortion (THD) and the average of the phase back EMF.
Keywords :
finite element analysis; genetic algorithms; harmonic distortion; harmonics suppression; machine windings; permanent magnet generators; statistical analysis; synchronous generators; wind turbines; 3D finite element method; AFPMSG; FEM; GA; Kriging process; LHS; axial flux permanent magnet synchronous generator; distributed winding; genetic algorithm; latin hypercube sampling; total harmonic distortion; wind turbine generation systems; Distributed power generation; Finite element methods; Harmonic distortion; Magnetic analysis; Performance analysis; Permanent magnets; Power generation; Synchronous generators; Wind energy generation; Wind turbines;
Conference_Titel :
Electromagnetic Field Computation (CEFC), 2010 14th Biennial IEEE Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-7059-4
DOI :
10.1109/CEFC.2010.5481063