Microstructure (EBSD-KAM)-Informed Selection of Single-Powder Soft Magnetics for Molded Inductors

This study systematically benchmarks the performance of four single soft magnetic powders-water-atomized Fe-Si-Cr (FeSiCr), silica-coated reduced iron powder (RIP), silica-coated carbonyl iron powder (CIP), and phosphate-coated CIP (CIP-P)-to establish quantitative relationships between powder attributes, deformation substructure, and high-frequency loss for molded power inductors (100 kHz-1 MHz). We prepared toroidal compacts at 200 MPa and characterized them by initial permeability (μ<sub>i</sub>), core-loss (P<sub>cv</sub>(f)), partitioning (P<sub>cv</sub>(f) = K<sub>h</sub>f + K<sub>e</sub>f<sup>2</sup>, K<sub>h</sub>, Ke: hysteresis and eddy-current loss coefficients), and EBSD (electron backscatter diffraction)-derived microstrain metrics (Kernel Average Misorientation, KAM; low-/high-angle grain-boundary fractions). Corrosion robustness was assessed using a 5 wt% NaCl, 35 °C, 24 h salt-spray protocol. Our findings reveal that FeSiCr achieves the highest μ<sub>i</sub> across the frequency band, despite its lowest compaction density. This is attributed to its coarse particle size (D<sub>50</sub> ≈ 18 µm) and the resulting lower intragranular pinning. The loss spectra are dominated by hysteresis over this frequency range, with FeSiCr exhibiting the largest K<sub>h</sub>, while the fine, silica-insulated Fe powders (RIP/CIP) most effectively suppress K<sub>e</sub>. EBSD analysis shows that the high coercivity and hysteresis loss in CIP (and, to a lesser extent, RIP) are correlated with dense, deformation-induced subgrain networks, as evidenced by higher mean KAM and a lower low-angle grain boundary fraction. In contrast, FeSiCr exhibits the lowest KAM, with strain confined primarily to particle contact regions. Corrosion testing ranked durability as FeSiCr ≳ CIP ≈ RIP ≫ CIP-P, which is consistent with the Cr-rich passivation of FeSiCr and the superior barrier properties of the SiO<sub>2</sub> shells compared to low-dose phosphate. At 15 A, inductance retention ranks CIP (67.9%) > RIP (55.7%) > CIP-P (48.8%) > FeSiCr (33.2%), tracking a rise in effective anisotropy and-for FeSiCr-lower M<sub>s</sub> that precipitate earlier roll-off. Collectively, these results provide a microstructure-informed selection map for single-powder formulations. We demonstrate that particle size and shell chemistry are the primary factors governing eddy currents (K<sub>e</sub>), while the KAM-indexed substructure dictates hysteresis loss (K<sub>h</sub>) and DC-bias superposition characteristics. This framework enables rational trade-offs between magnetic permeability, core loss, and environmental durability.

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Publication Details

Journal
Materials
Published
2025-11-04
DOI
https://doi.org/10.3390/ma18215016
Citations
1
Primary Topic
Magnetic Properties of Alloys
Type
article
Field-Weighted Citation Impact
0.43

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article

Microstructure (EBSD-KAM)-Informed Selection of Single-Powder Soft Magnetics for Molded Inductors

Hsing‐I Hsiang, Kun‐Yang Wu, Yu‐Fang Huang, C. Tien et al.
1 citations
Materials
Magnetic Properties of Alloys
0.43
article

Microstructure (EBSD-KAM)-Informed Selection of Single-Powder Soft Magnetics for Molded Inductors

Hsing‐I Hsiang, Kun‐Yang Wu, Yu‐Fang Huang, C. Tien, Chang-Ting Yang, Hung-Shang Huang
article en
1 citations

Abstract

This study systematically benchmarks the performance of four single soft magnetic powders-water-atomized Fe-Si-Cr (FeSiCr), silica-coated reduced iron powder (RIP), silica-coated carbonyl iron powder (CIP), and phosphate-coated CIP (CIP-P)-to establish quantitative relationships between powder attributes, deformation substructure, and high-frequency loss for molded power inductors (100 kHz-1 MHz). We prepared toroidal compacts at 200 MPa and characterized them by initial permeability (μ<sub>i</sub>), core-loss (P<sub>cv</sub>(f)), partitioning (P<sub>cv</sub>(f) = K<sub>h</sub>f + K<sub>e</sub>f<sup>2</sup>, K<sub>h</sub>, Ke: hysteresis and eddy-current loss coefficients), and EBSD (electron backscatter diffraction)-derived microstrain metrics (Kernel Average Misorientation, KAM; low-/high-angle grain-boundary fractions). Corrosion robustness was assessed using a 5 wt% NaCl, 35 °C, 24 h salt-spray protocol. Our findings reveal that FeSiCr achieves the highest μ<sub>i</sub> across the frequency band, despite its lowest compaction density. This is attributed to its coarse particle size (D<sub>50</sub> ≈ 18 µm) and the resulting lower intragranular pinning. The loss spectra are dominated by hysteresis over this frequency range, with FeSiCr exhibiting the largest K<sub>h</sub>, while the fine, silica-insulated Fe powders (RIP/CIP) most effectively suppress K<sub>e</sub>. EBSD analysis shows that the high coercivity and hysteresis loss in CIP (and, to a lesser extent, RIP) are correlated with dense, deformation-induced subgrain networks, as evidenced by higher mean KAM and a lower low-angle grain boundary fraction. In contrast, FeSiCr exhibits the lowest KAM, with strain confined primarily to particle contact regions. Corrosion testing ranked durability as FeSiCr ≳ CIP ≈ RIP ≫ CIP-P, which is consistent with the Cr-rich passivation of FeSiCr and the superior barrier properties of the SiO<sub>2</sub> shells compared to low-dose phosphate. At 15 A, inductance retention ranks CIP (67.9%) > RIP (55.7%) > CIP-P (48.8%) > FeSiCr (33.2%), tracking a rise in effective anisotropy and-for FeSiCr-lower M<sub>s</sub> that precipitate earlier roll-off. Collectively, these results provide a microstructure-informed selection map for single-powder formulations. We demonstrate that particle size and shell chemistry are the primary factors governing eddy currents (K<sub>e</sub>), while the KAM-indexed substructure dictates hysteresis loss (K<sub>h</sub>) and DC-bias superposition characteristics. This framework enables rational trade-offs between magnetic permeability, core loss, and environmental durability.

MaterialsVol. 18(21)
Industrial Technology Research Institute (TW), National Cheng Kung University (TW), China Steel (Taiwan) (TW)
China Steel Corporation, National Science and Technology Council
Openalex Percentile: Top 34%
Magnetic Properties of Alloys
0.43
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