Development of Mathematical Model for Percentage of Elongation of TIG Welded Duplex Stainless Steel

Sandip Mondal, G. Nandi, P. K. Pal
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Abstract

Quality strongly depends on good mechanical properties of any manufacturing material. Similarly, quality of Tungsten Inert Gas (TIG) welding of Duplex Stainless Steel (DSS) depends on good mechanical properties like percentage of elongation, ultimate tensile strength etc. Better Percentage of Elongation (PE) is produced using proper welding parameters and their values at the time of TIG welding. In this study, TIG welding has been done on ASTM/UNS 2205 duplex stainless steel materials. A new mathematical model is developed using non-linear regression analysis for the prediction of percentage of elongation. The variables used in the prediction models are selected welding parameters like welding current, gas flow rate and speed of welding. A residual plot for PE has been developed to validate the mathematical model. Calculation of percentage deviation for PE has been made. Comparison of measured and predicted PE value has been done by graphical representation. The relationship between percentage of elongation and the welding parameters has been illustrated graphically by surface plots and contour plots as well. Combined effects of any pair of input parameters on PE are represented graphically with the help of three-dimensional surface plots. According to this analysis, the models provide good PE with the data used in this study.
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双相不锈钢TIG焊接伸长率数学模型的建立
质量在很大程度上取决于任何制造材料的良好机械性能。同样,双相不锈钢(DSS)的钨惰性气体(TIG)焊接质量取决于良好的机械性能,如伸长率,极限抗拉强度等。采用适当的焊接参数及其在TIG焊接时的取值,可以获得较好的伸长率。在本研究中,ASTM/UNS 2205双相不锈钢材料进行了TIG焊接。利用非线性回归分析,建立了预测伸长率的数学模型。预测模型中使用的变量是选定的焊接参数,如焊接电流、气体流量和焊接速度。建立了PE残差图来验证数学模型。对PE的百分比偏差进行了计算。用图形表示方法对实测值和预测值进行了比较。用曲面图和等高线图图解了伸长率与焊接参数的关系。利用三维曲面图,以图形的形式表示任意一对输入参数对PE的综合影响。根据这一分析,该模型提供了良好的PE在本研究中使用的数据。
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