# Fabrication and Quantification of Chromium Species by Chemical Simulations and Spectroscopic Analysis

**Authors:** Abesach M. Motlatle, Tumelo M. Mogashane, Mopeli Khama, Tebatso Mashilane, Ramasehle Z. Moswane, Lebohang V. Mokoena, James Tshilongo

PMC · DOI: 10.3390/molecules31030506 · Molecules · 2026-02-02

## TL;DR

This study combines chemical simulations and spectroscopy to fabricate and quantify chromium species, revealing insights into their stability and industrial applications.

## Contribution

A novel method integrating chemical simulation, emission spectroscopy, and CFD modeling for chromium speciation and metallization.

## Key findings

- Acid digestion effectively extracts Cr(III) and total Cr species.
- CFD modeling accurately predicts carbon deposition and optimizes gas transport for Cr metallization.
- Samples show crystalline structures with specific oxide compositions and surface areas.

## Abstract

Chromium (Cr) exists in multiple oxidation states, with Cr(III) and Cr(VI) being the most environmentally and industrially relevant due to their distinct toxicity profiles and chemical behaviour. This study presents a comprehensive method that combines chemical simulation modelling, emission spectroscopy for quantification, and the controlled laboratory production of Cr species. Key findings include that acid digestion effectively extracted the Cr(III) and total Cr species, while thermodynamic modelling forecasted their stability and speciation under various environmental conditions. Thematic analysis indicates that the current quantification of Cr species is still in early development and remains centralized. Mineralogical and surface investigations showed that samples 1 and 2 have a BET surface area below 1 m2/g, whereas samples 3 and 4 exceed this. All samples are crystalline, with approximately 54.3 weight percent Cr2O3, 7.3 weight percent SiO2, 17.75 weight percent of MgO, and 8.3 weight percent Al2O3, suggesting Al and Fe2+ replacement of Cr in the spinel structure. Computational fluid dynamics (CFD) modelling revealed that longer residence times are necessary for higher Cr metallization under H2-CH4-reducing conditions, and accurately predicted carbon deposition on pellets. These results demonstrate that CFD can optimize the H2:CH4 ratio to minimize carbon deposition and enhance gas transport to reaction sites.

## Linked entities

- **Chemicals:** Cr(III) (PubChem CID 27668), Cr(VI) (PubChem CID 29131), SiO2 (PubChem CID 24261), Al2O3 (PubChem CID 9989226), H2 (PubChem CID 783), CH4 (PubChem CID 297)

## Full-text entities

- **Diseases:** toxicity (MESH:D064420)
- **Chemicals:** Al (MESH:D000535), Cr2O3 (MESH:C023600), carbon (MESH:D002244), Cr(VI) (MESH:C074702), CH4 (MESH:D008697), Cr(III) (-), Al2O3 (MESH:D000537), SiO2 (MESH:D012822), MgO (MESH:D008277), Chromium (MESH:D002857)

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12899448/full.md

## References

44 references — full list in the complete paper: https://tomesphere.com/paper/PMC12899448/full.md

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Source: https://tomesphere.com/paper/PMC12899448