Current State of Application of Machine Learning for Investigation of MgO-C Refractories: A Review

S Sado, I Jastrzębska, W Zelik, J Szczerba - Materials, 2023 - mdpi.com
Nowadays, digitalization and automation in both industrial and research activities are driving
forces of innovations. In recent years, machine learning (ML) techniques have been widely …

Improved thermal shock stability and oxidation resistance of low-carbon MgO–C refractories with introduction of SiC whiskers

Y Chen, J Ding, C Deng, C Yu - Ceramics International, 2023 - Elsevier
This research focuses on the utilization of SiC whiskers synthesized from rice husk powders
in low-carbon magnesia–carbon (MgO–C) refractories, and attempts to reduce the flake …

A review on graphite surface modification methods towards low carbon-containing refractories

T Zhang, J Ding, B Ma, Z Liu, C Yu, C Deng - Journal of Iron and Steel …, 2024 - Springer
The rapid development of iron and steel metallurgy technology has promoted the continuous
innovation and iteration of carbon-containing refractories for clean steel smelting. To meet …

High temperature mechanical properties of novel MgO–Al3BC3 refractories for electric arc furnace lining

X Wang, C Deng, G Xing, J Ding, Q Zhu, Z Wang… - … and Building Materials, 2024 - Elsevier
In this study, novel MgO–Al 3 BC 3 refractories were developed by gradually replacing flake
graphite with Al 3 BC 3 in unfired low–carbon MgO–C refractories. The high temperature …

Self-organizing maps as a tool to assess possible substitution of fused by sintered MgO aggregates in MgO–C refractories

S Sado, I Jastrzębska, W Zelik, J Szczerba - Ceramics International, 2024 - Elsevier
This work aimed to investigate if it is possible to substitute fused MgO aggregate with the
sintered MgO in MgO–C refractories which could save significant amounts of energy. The …

Controllable synthesis of chain-bead SiC whiskers from rice husk powders via molten-salt method

Y Chen, Z Wu, X Lou, J Ding, C Deng, C Yu… - Advanced Powder …, 2024 - Elsevier
In view of the current situation that morphology of SiC whiskers synthesized from rice husk is
too single, in this work, the chain-bead SiC whiskers were successfully synthesized via a …

Effect of micro-Al2O3 powders on oxidation and corrosion behaviors of low-carbon MgO–C refractories

Y Chen, Z Li, H Tan, Y Fu, J Ding, C Deng… - Journal of Iron and Steel …, 2024 - Springer
To solve the problem of poor high-temperature service performance caused by low
carbonization of MgO–C refractories, low-carbon MgO–C refractories with excellent thermal …

[HTML][HTML] Impact of the reduction of graphite content in critical properties of MgO–C bricks for steelmaking industry

MN Moliné, SE Gass, PG Galliano… - Open Ceramics, 2023 - Elsevier
Nowadays, the use of lower amounts of graphite in MgO–C bricks for the steelmaking
industry is motivated by several reasons, including the reduction of CO 2 emissions. In this …

[PDF][PDF] Open Ceramics

MN Moliné, SE Gass, PG Galliano… - researchgate.net
Nowadays, the use of lower amounts of graphite in MgO–C bricks for the steelmaking
industry is motivated by several reasons, including the reduction of CO2 emissions. In this …