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Component-Level Optimization of Hybrid Excitation Synchronous Machines for a Specified Hybridization Ratio Using NSGA-II.

Authors :
Mohammadi, Ahmad Shah
Trovao, Joao Pedro F.
Antunes, Carlos Henggeler
Source :
IEEE Transactions on Energy Conversion; Sep2020, Vol. 35 Issue 3, p1596-1605, 10p
Publication Year :
2020

Abstract

In this article, a Hybrid Excitation Synchronous Machine (HESM) is optimally designed for a specified Hybridization Ratio (HR). A new formulation of the design problem is proposed to be tackled by the Non-dominated Sorting Genetic Algorithm II (NSGA-II), while minimizing the material cost. This formulation includes a more comprehensive explanation of the key concept, HR, which considers the soft and hard saturation effects in the HESM design. The HESM model is based on a 3D nonlinear Magnetic Equivalent Circuit (MEC). For faster convergence, the number of design variables is reduced using two statistical analyses, namely Analysis of Level and Analysis of Variance (ANOVA). A HESM is optimally designed for HR = 0.5 and validated by a commercial Finite Element Analysis (FEA) software. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
08858969
Volume :
35
Issue :
3
Database :
Complementary Index
Journal :
IEEE Transactions on Energy Conversion
Publication Type :
Academic Journal
Accession number :
145287606
Full Text :
https://doi.org/10.1109/TEC.2020.2990283