TY - GEN
T1 - Intelligent memetic algorithm using GA and guided MADS for the optimal design of Interior PM Synchronous Machine
AU - Lee, Dongsu
AU - Lee, Seungho
AU - Kim, Jong Wook
AU - Lee, Cheol Gyun
AU - Jung, Sang Yong
PY - 2010
Y1 - 2010
N2 - Optimal design of electric machine based on FEA (Finite Element Analysis) calls for much longer computation time for maintaining high accuracy. In order to compensate the excessive computation time and guarantee the reliable convergence to global optimum, the intelligent memetic algorithm is newly implemented by combining the GA(Genetic Algorithm) and the guided MADS(Mesh Adaptive Direct Search) using the modified poll points with the relationship. Particularly, the proposed algorithm has been employed to the optimal design of IPMSM(Interior Permanent Magnet Synchronous Machine) with the many local optima, emphasizing the fast convergence to the optimal design solution maintaining the reliable accuracy.
AB - Optimal design of electric machine based on FEA (Finite Element Analysis) calls for much longer computation time for maintaining high accuracy. In order to compensate the excessive computation time and guarantee the reliable convergence to global optimum, the intelligent memetic algorithm is newly implemented by combining the GA(Genetic Algorithm) and the guided MADS(Mesh Adaptive Direct Search) using the modified poll points with the relationship. Particularly, the proposed algorithm has been employed to the optimal design of IPMSM(Interior Permanent Magnet Synchronous Machine) with the many local optima, emphasizing the fast convergence to the optimal design solution maintaining the reliable accuracy.
UR - https://www.scopus.com/pages/publications/77954794542
U2 - 10.1109/CEFC.2010.5481406
DO - 10.1109/CEFC.2010.5481406
M3 - Conference contribution
AN - SCOPUS:77954794542
SN - 9781424470594
T3 - Digests of the 2010 14th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2010
BT - Digests of the 2010 14th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC 2010
T2 - 14th Biennial IEEE Conference on Electromagnetic Field Computation, CEFC2010
Y2 - 9 May 2010 through 12 May 2010
ER -
