Scaling algorithms in modelling of power loss in soft magnetic composites
| Autor: | Marek Przybylski, M. Najgebauer, Jan Szczygłowski, Barbara Slusarek |
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| Rok vydání: | 2019 |
| Předmět: |
010302 applied physics
Power loss Property (programming) Computer science Applied Mathematics Value (computer science) 02 engineering and technology Type (model theory) 021001 nanoscience & nanotechnology 01 natural sciences Computer Science Applications Magnetic circuit Computational Theory and Mathematics Simple (abstract algebra) 0103 physical sciences Electrical and Electronic Engineering Composite material 0210 nano-technology Algorithm Gradient method Scaling |
| Zdroj: | COMPEL - The international journal for computation and mathematics in electrical and electronic engineering. 38:1064-1074 |
| ISSN: | 0332-1649 |
| DOI: | 10.1108/compel-10-2018-0412 |
| Popis: | Purpose The purpose of this paper is to examine scaling algorithms in the description and modelling of power loss in soft magnetic composites (SMCs). Design/methodology/approach Three scaling algorithms are examined to determine the most appropriate description of power loss in magnetic composites. The scaling coefficients are estimated in such a way that all measurement data should be collapsed onto a single curve, given in the scaled coordinates. The coefficient estimation is based on a non-linear optimization using the generalized reduced gradient method. The obtained formulae are then used in the power loss modelling. Findings It is revealed that only two-component formulae are suitable for the scaling analysis of power loss because these allow obtaining of the collapse of measurement data. Research limitations/implications This study considers just one type of SMC (Somaloy 700). Further research will be devoted to the verification of the scaling approach to the power loss modelling for other types of magnetic composites. Practical implications The power loss is a basic property of soft magnetic materials, which determines their practical applications. The scaling approach to the power loss modelling gives quite simple models that require a reduced number of measurement data to estimate coefficients. Originality/value The scaling algorithms can be a useful tool in the analysis and designing of magnetic circuits made of SMCs. |
| Databáze: | OpenAIRE |
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