Title :
A neural network model of magnetic hysteresis for computational magnetics
Author :
Saliah, H.H. ; Lowther, D.A. ; Forghani, B.
Author_Institution :
McGill Univ., Montreal, Que., Canada
fDate :
9/1/1997 12:00:00 AM
Abstract :
A neural network to implement a hysteresis model for a magnetic material within a finite element program is described. It is shown that such a system can match the results produced by a Preisach model but the time overhead can be considerably reduced thus making feasible the solution of large problems involving hysteretic materials
Keywords :
finite element analysis; magnetic hysteresis; neural nets; Preisach model; computational magnetics; finite element program; magnetic hysteresis; magnetic material; neural network model; Artificial neural networks; Computer networks; Finite element methods; Magnetic analysis; Magnetic fields; Magnetic hysteresis; Magnetic materials; Magnetization; Neural networks; Training data;
Journal_Title :
Magnetics, IEEE Transactions on
