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Materials· 2026Q2

Cell Area Characterisation of Fe-B-C Cast Alloys with Various Additions of Cr, V, W, Ti, Nb and Mo Measured by Optical Microscopy Method

Lenka Křivánková, Rostislav Choteborsky, Barbora Černilová

Short summary

A new automated workflow using high-magnification optical microscopy and image reconstruction generates detailed microstructural maps (over 20 GB/sample) of Fe-B-C alloys, enabling quantitative analysis of cell area and core-to-surface gradients.

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Key points

  • Developed an automated workflow for spatially resolved quantitative characterization of Fe-B-C alloy microstructures.
  • Generated large, spatially registered image maps (exceeding 20 GB/sample) preserving microstructural detail.
  • Quantified cell area and core-to-surface gradients, analyzing 12,785 valid cell area measurements across 22 alloys.
  • Found significant differences in mean and median cell area among alloy groups (ANOVA, Kruskal-Wallis tests; p < 0.001 and p = 0.027 respectively).

AI-generated from the title and abstract; the full text is not read.

Abstract

This study developed an automated workflow for spatially resolved quantitative characterisation of Fe–B–C alloy microstructures across sample cross-sections. Automated high-magnification optical microscopy and image reconstruction generated spatially registered maps exceeding 20 GB per sample, preserving microstructural detail and spatial position. The workflow quantified cell area and core-to-surface gradients, while the maps supported assessment of boride-network distribution and morphology. It was applied to 22 hypoeutectic alloys containing approximately 0.35 wt.% B, prepared under identical casting conditions, and modified with Cr, V, W, Ti, Nb, and Mo. Optical emission spectroscopy and scanning electron microscopy with energy-dispersive X-ray spectroscopy complemented full-area image analysis and statistical evaluation. After invalid measurements and geometrically unsuitable regions were excluded, 12,785 figures with valid cell area measurements were analysed. All alloys exhibited a decrease in cell area from the core towards the surface. Alloy-group differences were significant for mean and median cell area according to one-way analysis of variance (ANOVA; p < 0.001) and the Kruskal–Wallis test (p = 0.027 for both parameters), whereas the magnitude of the spatial gradient did not differ significantly among groups. The workflow provides a reproducible link between high-resolution microscopy and sample-scale evaluation of microstructural distributions, gradients, and homogeneity.

The authors' abstract, as published at the source. Materials, 2026 · DOI ↗

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