Modeling of Steelmaking Processes

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Sanjula Kammammettu, Zukui Li. Floudas, Hechang Li.

ANN Modeling of a Steelmaking Process

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Analysis of Melt Flow in Metallurgical Vessels of Steelmaking Processes

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source url Abstract A new model for the simulation of the converter steelmaking process was developed after the detailed study of existing thermodynamic and kinetic models and approaches. Citing Literature.

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Volume 85 , Issue 4 April Pages Related Information. Close Figure Viewer. This paper proposes a dynamic analytics method based on the least squares support vector machine with a hybrid kernel to address real-time prediction problems in the converter steelmaking process.

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The hybrid kernel function is used to enhance the performance of the existing kernels. To improve the model's accuracy, the internal parameters are optimized by a differential evolution algorithm.