Numerical Simulation and Experimental Prediction of the Cladding Layer Based on the Response Surface Method

被引:5
|
作者
Yan, Ruhai [1 ]
Liu, Zhuang [1 ]
机构
[1] Harbin Univ Commerce, Coll Light Ind, Harbin 150028, Peoples R China
关键词
multichannel; multilayer; melting height; melting width; response surface method; regression forecasting model; LASER; POWDER;
D O I
10.3390/coatings13050845
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
To study the surface morphology of laser cladding, Workbench simulated the influence of laser power and scanning speed on the width and height of the cladding layer numerically, as well as the temperature field change and residual stress distribution of the cladding layer. The simulation results reveal that the melting height and width of the cladding layer are inversely proportional to the scanning speed. When the scanning speed is from V = 3 mm/s to V = 5 mm/s, the A(l) cladding layer's melting width and melting height are reduced by 15.59% and 20.8%, respectively. A positive correlation exists between the melting height and width of the cladding layer and the laser power. When the laser power changes from P = 23 w to P = 27 w, the welding width and height of the A(1) cladding layer increase by 6.55% and 55.56%, respectively. The melting height and width of the second cladding layer are generally higher than those of the bottom cladding layer. The pre-experiment screening process parameters ranges are laser power P (23 w-27 w) and scanning speed (3 mm/s-8 mm/s). Based on the Minitab response surface central composite method, the most notable influence on the melting height and width is revealed to be the powder-feeding rate and laser power, respectively. The response surface analysis method establishes the regression prediction models of melting width and height. The predicted value of melting width was 95.68%, and the predicted value of melting height was 82.26%. The results show that the values of cladding width and height are within the 95% prediction interval, proving that the regression model is correct.
引用
收藏
页数:18
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