Kinetic Analysis of Reduction Reaction of MnO from High Carbon Ferromanganese Slag using Fractional Differential Equations (FDE)

In this paper, a kinetic model for the reduction process by solid carbon of MnO in high-carbon ferromanganese slags using Fractional Differential Equations (FDE) was developed, the relationship between fractional order, fractional rate constant and temperature was determined and the accuracy of the fractional order model was verified. The fractional order q is 0.892, 0.808 and 0.522, at 1,450 ℃, 1,500 ℃ and 1,600 ℃ respectively and the fractional rate constant kq 1.176E-03, 2.856E-03 and 3.477E-02. A linear relationship exists between the fractional order and the temperature and an exponential relationship exists with the fractional rate constant. Comparing the conversion factors calculated from the FDE and previous model with the experimental values, the RMSE were 0.005 and 0.029, respectively and the r2 0.999 and 0.980. This means the FDE model is more accurate. The apparent activation energy of the MnO reduction process calculated using the model was 181.1 kJ/mol.

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Publication Details

Journal
Innovative Journal of Applied Science
Published
2025-01-01
DOI
https://doi.org/10.70844/ijas.2025.1.18
Primary Topic
Extraction and Separation Processes
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article
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article

Kinetic Analysis of Reduction Reaction of MnO from High Carbon Ferromanganese Slag using Fractional Differential Equations (FDE)

Kim UnDok, Kim MyongJae, Ju IlChol
Innovative Journal of Applied Science
Extraction and Separation Processes
article

Kinetic Analysis of Reduction Reaction of MnO from High Carbon Ferromanganese Slag using Fractional Differential Equations (FDE)

Kim UnDok, Kim MyongJae, Ju IlChol
article en

Abstract

In this paper, a kinetic model for the reduction process by solid carbon of MnO in high-carbon ferromanganese slags using Fractional Differential Equations (FDE) was developed, the relationship between fractional order, fractional rate constant and temperature was determined and the accuracy of the fractional order model was verified. The fractional order q is 0.892, 0.808 and 0.522, at 1,450 ℃, 1,500 ℃ and 1,600 ℃ respectively and the fractional rate constant kq 1.176E-03, 2.856E-03 and 3.477E-02. A linear relationship exists between the fractional order and the temperature and an exponential relationship exists with the fractional rate constant. Comparing the conversion factors calculated from the FDE and previous model with the experimental values, the RMSE were 0.005 and 0.029, respectively and the r2 0.999 and 0.980. This means the FDE model is more accurate. The apparent activation energy of the MnO reduction process calculated using the model was 181.1 kJ/mol.

Innovative Journal of Applied ScienceVol. 02(02)
Korean Academy of Science and Technology (KR), Kim Chaek University of Technology (KP)
Openalex Percentile: Top 88%
Extraction and Separation Processes
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Kinetic Analysis of Reduction Reaction of MnO from High Carbon Ferromanganese Slag using Fractional Differential Equations (FDE) — Kim UnDok, Kim MyongJae, et al. · Innovative Journal of Applied Science (2025) | TGRS Research Map | TGRS