Title :
Numerical optimization of the electromagnetic field by stochastic search and MEC-model
Author :
Hameyer, Kay ; Hanitsch, Rolf
Author_Institution :
Dept. Elektrotech., Katholieke Univ., Leuven, Heverlee, Belgium
fDate :
9/1/1994 12:00:00 AM
Abstract :
The increase of output power of an electromagnetic device by the raise of flux density is limited by the nonlinear behaviour of the iron parts of the electromagnetic circuit. An improved power output can be achieved by optimizing the nonlinear magnetic circuit. A combination of evolution strategy and simulated annealing leads to a robust numerical optimization method. Evaluation of the objective function is done by a nonlinear flux tube model called magnetic equivalent circuit (MEC). Results from field calculations and optimizations will be presented for an example of automated optimal design of an electromagnetic device
Keywords :
electromagnetic devices; electromagnetic field theory; equivalent circuits; magnetic circuits; simulated annealing; stochastic processes; Fe; MEC-model; automated optimal design; electromagnetic circuit; electromagnetic device; electromagnetic field; evolution strategy; flux density; iron parts; magnetic equivalent circuit; nonlinear flux tube model; nonlinear magnetic circuit; objective function; output power; robust numerical optimization; simulated annealing; stochastic search; Circuit simulation; Electromagnetic devices; Electromagnetic fields; Iron; Magnetic circuits; Nonlinear magnetics; Power generation; Robustness; Simulated annealing; Stochastic processes;
Journal_Title :
Magnetics, IEEE Transactions on