IEEE Transactions on Industrial Electronics · 2016 · 37 citations · 17 references
EngineeringMechanical EngineeringMagnetic ResonanceNi-fe AlloyPower Electronic SystemsPower ElectronicsComputational MechanicsMagnetismNumerical SimulationMagnetohydrodynamicsModeling And SimulationNickel–iron AlloyPower Electronic DevicesDevice ModelingMaterials ScienceElectrical EngineeringRotational MagnetizationsComputer EngineeringNeural NetworksMagnetic MaterialSpintronicsFerromagnetismAlloy DesignMagnetic PropertyMetallurgical System
Rotational magnetizations of an Ni-Fe alloy are simulated using two different computer modeling approaches, physical and phenomenological. The first one is a model defined using a single hysteron operator based on the Stoner and Wohlfarth theory and the second one is a model based on a suitable system of neural networks. The models are identified and validated using experimental data, and, finally, an example of their application for a finite-element analysis is given.
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