NAČIN OPTIMIZACIJE ZUNANJEGA ROTORJA ZA TRAJNI MAGNETNI SINHRONSKI MOTOR
Povzetek
Metoda končnih elementov (FEM) je eden boljših pristopov analize. Čeprav je FEM uporabna za simulacijo in optimizacijo električnih strojev, je pa zelo zamudna tehnika. Eden od pristopov za skrajšanje trajanja optimizacije je uporaba nadomestnih modelov namesto FEM. V prispevku je raziskano načrtovanje in optimizacija sinhronskega motorja s trajnim magnetom zunanjega rotorja za hibridno vozilo. Metodologija odzivne površine (RSM) s štirimi vhodnimi spremenljivkami je integrirana z algoritmom zaporednega kvadratnega programiranja za optimizacijo. Pred optimizacijo je bila uspešnost nadomestnega modela pri napovedovanju neizkušenih točk potrjena. Končno FEM simulira optimalni motor, da preveri rezultate optimizacije na osnovi RSM in primerja izhode obeh modelov.
Prenosi
Literatura
A. Forrester, A. Sobester, and A. Keane: Engineering design via surrogate modelling: a practical guide. John Wiley & Sons, 2008
H. M. Hasanien, A. S. Abd‐Rabou, and S. M. Sakr: Design optimization of transverse flux linear motor for weight reduction and performance improvement using response surface methodology and genetic algorithms, IEEE Trans. Energy Convers., vol. 25, no. 3, pp.598–605, 2010
G. Lei, J. Zhu, Y. Guo, C. Liu, and B. Ma: A review of design optimization methods for electrical machines, Energies, vol. 10, no. 12, p. 1962, 2017
S.‐I. Kim, J.‐P. Hong, Y.‐K. Kim, H. Nam, and H.‐I. Cho: Optimal design of slotless‐type PMLSM considering multiple responses by response surface methodology, IEEE Trans. Magn., vol. 42, no. 4, pp. 1219–1222, 2006
K.‐Y. Hwang, S.‐B. Rhee, B.‐Y. Yang, and B.‐I. Kwon: Rotor pole design in spoke‐type brushless DC motor by response surface method, IEEE Trans. Magn., vol. 43, no. 4, pp. 1833–1836, 2007 L. Jolly, M. A. Jabbar, and L. Qinghua: Design optimization of permanent magnet motors using response surface methodology and genetic algorithms, IEEE Trans. Magn., vol. 41, no. 10, pp. 3928–3930, 2005
A. M. El‐Refaie: Fractional‐slot concentrated‐windings synchronous permanent magnet machines: Opportunities and challenges, IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 107–121, 2009
R. H. Myers, D. C. Montgomery, and C. M. Anderson‐Cook: Response surface methodology: process and product optimization using designed experiments. John Wiley & Sons, 2016
J. Zolgharnein, A. Shahmoradi, and J. B. Ghasemi: Comparative study of Box–Behnken, central composite, and Doehlert matrix for multivariate optimization of Pb (II) adsorption onto Robinia tree leaves, J. Chemom., vol. 27, no. 1–2, pp. 12–20, 2013
S. L. C. Ferreira et al.: Statistical designs and response surface techniques for the optimization of chromatographic systems, J. Chromatogr. A, vol. 1158, no. 1–2, pp. 2– 14, 2007