TY - JOUR
T1 - Design and multi-objective optimization method of switched reluctance machines
AU - Song, Shoujun
AU - Ge, Lefei
AU - Liu, Hucheng
AU - Liu, Weiguo
PY - 2014/5
Y1 - 2014/5
N2 - The non-sinusoidal phase current and high saturated magnetic field in switched reluctance machine (SRM) make its design very difficult, and traditional design methods are complex, require professional knowledge are difficult to obtain optimal scheme. In this paper, the original scheme is obtained by traditional method, and the influencing modes of geometric dimensions on performances are revealed by sensitivity analysis. Then, genetic algorithm is improved according to convergence rate and global accuracy. On this basis, the original scheme is optimized to obtain higher efficiency and smaller torque ripple, and the global optimum values of key dimensions and control parameters are obtained. The study in this paper has certain reference value for design and optimization of SRM.
AB - The non-sinusoidal phase current and high saturated magnetic field in switched reluctance machine (SRM) make its design very difficult, and traditional design methods are complex, require professional knowledge are difficult to obtain optimal scheme. In this paper, the original scheme is obtained by traditional method, and the influencing modes of geometric dimensions on performances are revealed by sensitivity analysis. Then, genetic algorithm is improved according to convergence rate and global accuracy. On this basis, the original scheme is optimized to obtain higher efficiency and smaller torque ripple, and the global optimum values of key dimensions and control parameters are obtained. The study in this paper has certain reference value for design and optimization of SRM.
KW - Efficiency
KW - Genetic algorithm
KW - Multi-objective optimal design
KW - Switched reluctance machine
KW - Torque ripple
UR - http://www.scopus.com/inward/record.url?scp=84901619798&partnerID=8YFLogxK
M3 - 文章
AN - SCOPUS:84901619798
SN - 1000-6753
VL - 29
SP - 197
EP - 204
JO - Diangong Jishu Xuebao/Transactions of China Electrotechnical Society
JF - Diangong Jishu Xuebao/Transactions of China Electrotechnical Society
IS - 5
ER -