Heat Treatment Process Study and ANN-GA Based Multi-Response Optimization of C45 Steel Mechanical Properties

The main purpose of the present investigation is to achieve an optimization of the heat treatment process along with improving the mechanical properties of Medium-carbon steel C45 illustrated by the tensile strength ( Ts ), the hardness ( HV ) and the elongation ( A ). This is performed through vary...

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Veröffentlicht in:	Metals and materials international 2022-12, Vol.28 (12), p.3087-3105
Hauptverfasser:	Laouissi, Aissa, Blaoui, Mohammed Mossaab, Abderazek, Hammoudi, Nouioua, Mourad, Bouchoucha, Ali
Format:	Artikel
Sprache:	eng
Schlagworte:	Characterization and Evaluation of Materials Chemistry and Materials Science Cooling Design of experiments Elongation Engineering Thermodynamics Genetic algorithms Heat and Mass Transfer Heat treatment Machines Magnetic Materials Magnetism Manufacturing Materials Science Mechanical properties Medium carbon steels Metallic Materials Neural networks Optimization Processes Quenching Response surface methodology Solid Mechanics Tensile strength Variance analysis
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