Title :
Performance improvement of hysteresis parameter determination
Author :
Krah, Julius ; Engdahl, Göran
Author_Institution :
Dept. of Electr. Syst., R. Inst. of Technol., Stockholm
Abstract :
Recently it has been shown that a physical hysteresis model has a unique mathematical solution for a given magnetic material. This solution gives maximum agreement between measured and simulated virgin curve and major loop. As the analytical solution is complicated and difficult to find it was necessary to find the optimum by an approximation. Standard optimization methods found only local optima, because the system is non-linear and non-convex. This paper shows how a stochastic method can be applied to fast approach the global solution
Keywords :
magnetic hysteresis; magnetic materials; optimisation; stochastic processes; hysteresis parameter determination; local optima; magnetic material; major loop; standard optimization methods; stochastic method; virgin curve; Biological cells; Distribution functions; Genetic mutations; Magnetic analysis; Magnetic hysteresis; Magnetic materials; Mathematical model; Optimization methods; Solid modeling; Stochastic processes;
Conference_Titel :
Electromagnetic Field Computation, 2006 12th Biennial IEEE Conference on
Conference_Location :
Miami, FL
Print_ISBN :
1-4244-0320-0
DOI :
10.1109/CEFC-06.2006.1633083