The first experimentally obtained dataset on processing parameters and properties of soft magnetic composites
Abstract The present work describes the process of the creation and analysis of the first dataset containing processing parameters and functional properties of soft magnetic composites (SMC). All data were obtained experimentally using Fe-3% MgO system. When creating samples, parameters such as a si...
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| Format: | Article |
| Language: | English |
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Nature Portfolio
2025-01-01
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| Series: | Scientific Data |
| Online Access: | https://doi.org/10.1038/s41597-024-04286-w |
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| author | Radovan Bures Vasily A. Milyutin Maria Faberova Zuzana Bircakova Peter Kollar Jan Fuzer |
| author_facet | Radovan Bures Vasily A. Milyutin Maria Faberova Zuzana Bircakova Peter Kollar Jan Fuzer |
| author_sort | Radovan Bures |
| collection | DOAJ |
| description | Abstract The present work describes the process of the creation and analysis of the first dataset containing processing parameters and functional properties of soft magnetic composites (SMC). All data were obtained experimentally using Fe-3% MgO system. When creating samples, parameters such as a size of MgO nanoparticles, pressing pressure, sintering temperature, time and atmosphere were varied. In total, 282 samples with a unique combination of processing parameters were obtained. In each sample, density, real part of complex magnetic permeability at different frequencies, coercivity, and resonant frequency were measured. This allowed us to create the first experimentally obtained dataset devoted to SMC. Such dataset is necessary for implementing data-driven research in the field of SMCs, as well as for studying correlations in the chain: processing parameters – structure – properties. The dataset is currently being expanded both in terms of expanding the set of variable independent parameters and in terms of expanding the set of controlled properties. The dataset is hosted in Figshare open repository. |
| format | Article |
| id | doaj-art-683d5ab61e0b4793bdf5ab66de62a555 |
| institution | Kabale University |
| issn | 2052-4463 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Scientific Data |
| spelling | doaj-art-683d5ab61e0b4793bdf5ab66de62a5552025-01-05T12:08:17ZengNature PortfolioScientific Data2052-44632025-01-011211610.1038/s41597-024-04286-wThe first experimentally obtained dataset on processing parameters and properties of soft magnetic compositesRadovan Bures0Vasily A. Milyutin1Maria Faberova2Zuzana Bircakova3Peter Kollar4Jan Fuzer5Institute of Materials Research, Slovak Academy of SciencesInstitute of Metal Physics, Ural Branch of Russian Academy of SciencesInstitute of Materials Research, Slovak Academy of SciencesInstitute of Materials Research, Slovak Academy of SciencesInstitute of Physics, Faculty of Science, Pavol Jozef Šafárik University in KošiceInstitute of Physics, Faculty of Science, Pavol Jozef Šafárik University in KošiceAbstract The present work describes the process of the creation and analysis of the first dataset containing processing parameters and functional properties of soft magnetic composites (SMC). All data were obtained experimentally using Fe-3% MgO system. When creating samples, parameters such as a size of MgO nanoparticles, pressing pressure, sintering temperature, time and atmosphere were varied. In total, 282 samples with a unique combination of processing parameters were obtained. In each sample, density, real part of complex magnetic permeability at different frequencies, coercivity, and resonant frequency were measured. This allowed us to create the first experimentally obtained dataset devoted to SMC. Such dataset is necessary for implementing data-driven research in the field of SMCs, as well as for studying correlations in the chain: processing parameters – structure – properties. The dataset is currently being expanded both in terms of expanding the set of variable independent parameters and in terms of expanding the set of controlled properties. The dataset is hosted in Figshare open repository.https://doi.org/10.1038/s41597-024-04286-w |
| spellingShingle | Radovan Bures Vasily A. Milyutin Maria Faberova Zuzana Bircakova Peter Kollar Jan Fuzer The first experimentally obtained dataset on processing parameters and properties of soft magnetic composites Scientific Data |
| title | The first experimentally obtained dataset on processing parameters and properties of soft magnetic composites |
| title_full | The first experimentally obtained dataset on processing parameters and properties of soft magnetic composites |
| title_fullStr | The first experimentally obtained dataset on processing parameters and properties of soft magnetic composites |
| title_full_unstemmed | The first experimentally obtained dataset on processing parameters and properties of soft magnetic composites |
| title_short | The first experimentally obtained dataset on processing parameters and properties of soft magnetic composites |
| title_sort | first experimentally obtained dataset on processing parameters and properties of soft magnetic composites |
| url | https://doi.org/10.1038/s41597-024-04286-w |
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