1. Computer Modeling of Nickel–Iron Alloy in Power Electronics Applications
- Author
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Simone Quondam Antonio, E. Cardelli, Antonio Faba, Alessandro Salvini, Francesco Riganti Fulginei, Antonino Laudani, Cardelli, Ermanno, Faba, Antonio, Laudani, Antonino, Antonio, Simone Quondam, RIGANTI FULGINEI, Francesco, and Salvini, Alessandro
- Subjects
Computer science ,neural networks (NNs) ,Alloy ,Mechanical engineering ,chemistry.chemical_element ,02 engineering and technology ,engineering.material ,Finite-element (FE) analysis ,01 natural sciences ,magnetic measurements ,Power electronics ,0103 physical sciences ,Electrical and Electronic Engineering ,Finite-element (FE) analysi ,nickel-iron alloy ,010302 applied physics ,Artificial neural network ,business.industry ,Operator (physics) ,vector hysteresis modeling ,Control and Systems Engineering ,Computer Science Applications1707 Computer Vision and Pattern Recognition ,Electrical engineering ,Experimental data ,021001 nanoscience & nanotechnology ,Magnetic hysteresis ,magnetic measurement ,Magnetic field ,Nickel ,chemistry ,engineering ,0210 nano-technology ,business - Abstract
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.
- Published
- 2017