Machine learning techniques for the comprehensive analysis of the continuous casting processes: Slab defects
N Zong, T **g, JC Gebelin - Ironmaking & Steelmaking, 2025 - journals.sagepub.com
Continuous casting route is the most widely produced process in the world every year,
accounting for around 95% of global steel production. Due to the various inevitable defects …
accounting for around 95% of global steel production. Due to the various inevitable defects …
Determination of Time-Spatial Varying Mold Heat Flux During Continuous Casting from Fast Response Thermocouples
H Zhang, P **ao - Metallurgical and Materials Transactions B, 2023 - Springer
To ensure accurate estimation of mold heat flux, this study investigated the impacts of the
thermocouples placement inserted in the mold wall, the temperature sampling rate (fs), and …
thermocouples placement inserted in the mold wall, the temperature sampling rate (fs), and …
Research on Solid Shell Growth during Continuous Steel Casting
The continuous steel casting process must simultaneously meet the requirements for
production performance, quality and safety against breakouts. Knowing the thickness of the …
production performance, quality and safety against breakouts. Knowing the thickness of the …
Uncertainty Quantification in Modeling Mold Heat Transfer in Steel Continuous Slab Casting with CON1D
Computational models are powerful tools to quantify physical phenomena to gain valuable
insights into a manufacturing process. Their accuracy is hindered, however, by uncertainty in …
insights into a manufacturing process. Their accuracy is hindered, however, by uncertainty in …
Investigation on Mold Breakout Prediction Methods Based on Image Recognition via Convolutional Neural Network
Y Wang, Q Wang, Y Cheng, M Yao, X Wang - Metallurgical and Materials …, 2024 - Springer
Breakout is the most destructive accident that interrupts the smooth production process of
continuous casting, which needs to take effective and accurate measures to predict. In light …
continuous casting, which needs to take effective and accurate measures to predict. In light …
Sticker breakout recognition based on temperature characteristics and stacking multi-classifier model
Y Liu, Z Ma, X Wang, M Yao - Ironmaking & Steelmaking, 2024 - journals.sagepub.com
All 61 sticker breakouts were obtained based on the on-line mould monitoring system during
the conventional slab continuous casting. The temperature characteristics and temperature …
the conventional slab continuous casting. The temperature characteristics and temperature …