The quasi-regular eutectics, one from the groups of the division, accomplished on the basis of the geometry of eutectic phase. The ledeburite eutectic is one from the most commercial eutectics of this group. In the case of rapid solidification, the foundation near which formulate the right growth eutectic they are. One of the measures separating the conditions of low solidification from the rapid one, can be the Peclet number Pe. Decide to observe solidification eutectic in relationship from the size of the Pe.
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The neural technique was applied to the analysis of the ultimate tensile strength and additionally the yield strength of austempered ductile iron (ADI). Austempered ductile iron is an excellent material and it possesses attractive properties as high strength, ductility and toughness. This paper begins with an introduction to neural networks and demonstrates the ability of the method to investigate new phenomena in cases where the information cannot be accessed experimentally. The model allows the strength properties to be estimated as a function of heat treatment parameters and the chemical composition. A 'committee' model was used to increase the accuracy of the predictions. The model was validated by comparison its predictions with data of tensile tests experiments on austempered samples of ductile cast iron. The model successfully reproduces experimentally determined ultimate tensile strength and it can be exploited in the predictions of both ultimate and yield strength and in the design of chemical composition of cast irons and their heat treatments.
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