Design of an Ideal Grain-Refiner Alloy for Al-7Si Alloy Using Artificial Neural Networks

作者:Reddy N S*; Rao A K Prasada; Krishnaiah J; Chakraborty M; Murty B S
来源:Journal of Materials Engineering and Performance, 2013, 22(3): 696-699.
DOI:10.1007/s11665-012-0334-9

摘要

An ideal grain refiner has been designed for Al-7Si alloy by performing sensitivity analysis of trained artificial neural network (ANN) model. An ANNs model has been developed for solving these complex grain refinement phenomena in Al-7Si alloy. The model predictions and the analysis are well in agreement with the experimental results and existing metallurgical facts. Uncertainty in predictions helped in finding a new phenomenon at lower addition levels of grain refiner.

  • 出版日期2013-3