欢迎您！东篱公司
退出
-
申报数据库
-
立项数据库
-
成果数据库
-
项目获奖数据库
中文摘要：
采用更为合理的建模参数,将预测变形镁合金力学性能的神经网络模型进行改进,并将此模型用于发展新型镁合金;对所有建模参数以全排列组合训练的方式构建模型,并通过比较这些模型的预测误差及相关系数来确定最合理的建模参数。模型的应用主要有Mg-Zn-Mn和Mg-Zn-Y-Zr两种合金。运用改进后的模型对Mg-Zn-Mn合金的力学性能进行预测,研究Mg-Zn-Y-Zr合金中Y/Zn摩尔比对强度的影响。最后,还利用此模型发展了一种高强挤压态的Mg-Zn-Y-Zr合金。结果表明：模型预测值与实验值吻合较好,改进后的模型可以用于发展新型变形镁合金。
英文摘要：
Neural network models of mechanical properties prediction for wrought magnesium alloys were improved by using more reasonable parameters, and were used to develop new types of magnesium alloys. The parameters were confirmed by comparing prediction errors and correlation coefficients of models, which have been built with all the parameters used commonly with training of all permutations and combinations. The application was focused on Mg-Zn-Mn and Mg-Zn-Y-Zr alloys. The prediction of mechanical properties of Mg-Zn-Mn alloys and the effects of mole ratios of Y to Zn on the strengths in Mg-Zn-Y-Zr alloys were investigated by using the improved models. The predicted results are good agreement with the experimental values. A high strength extruded Mg-Zn-Zr-Y alloy was also developed by the models. The applications of the models indicate that the improved models can be used to develop new types of wrought magnesium alloys.
同期刊论文项目
同项目期刊论文
Effects of yttrium addition on microstructure and mechanical properties of as-extruded AZ31 magnesiu
Effects of Sn addition on as-cast microstructure, mechanical properties and casting fluidity of ZA84
Partition of Er among the constituent phases and the yield phenomenon in a semi-continuously cast Mg
Effects of yttrium addition on microstructure and mechanical properties of extruded Mg-Zn-Y-Zr magne
Numerical and physical simulation of new SPD method combining extrusion and equal channel angular pr
Influence of stacking fault energy on formation of long period stacking ordered structures in Mg&min
Comparison of as-cast microstructures and mechanical properties for Mg-4Y-1.2Mn-0.9Sc and Mg-4Y-1.2M
Effects of minor Zr and Sr on as-cast microstructure and mechanical properties of Mg-3Ce-1.2Mn-1Zn a
Comparison about Effects of Sb, Sn and Sr on As-cast Microstructure and Mechanical Properties of AZ6
Comparison of as-cast microstructures and mechanical properties for Mg-Ce-Mn-Sc and Mg-Ce-Mn-Zn magn
Processing effects on grain refinement of AZ31 magnesium alloy treated with a commercial Al-10Sr mas
Comparison about effects of Ce, Sn and Gd additions on as-cast microstructure and mechanical propert
Effects of phase composition on the mechanical properties and damping capacities of as-extruded Mg&n
期刊信息
位置：