基于ANOVA的激光熔覆单道Ni45涂层工艺参数优化和多响应预测研究

    Research on Optimization of Process Parameters and Multi-response Prediction of Laser Cladding Single-pass Ni45 Coating Based on ANOVA

    • 摘要: 采用5 kW CO2激光器在42CrMoA钢表面制备Ni45熔覆层,研究不同工艺参数对Ni45熔覆层质量的影响。采用正交试验方法对单道激光熔覆工艺参数进行优化。正交试验结果表明:对稀释率影响最大的是扫描速度和送粉量,而对熔高和熔宽影响最大的分别是扫描速度和激光功率。通过前期预试验获得了Ni45熔覆层未开裂参数,即最大熔高为1.6 mm、最大熔宽是5 mm。通过方差分析方法与响应模型预测得到最优参数,即在600 L/h的载粉气流量条件下,激光功率为2100 W,扫描速度为300 mm/min,送粉率为8.87 g/min。采用上述参数进行单道优化试验,熔覆层尺寸响应模型的预测误差均在±5.1%范围,证明激光功率、扫描速度与送粉量的参数优化有显著效果。

       

      Abstract: A 5 kW CO2 laser was used to prepare Ni45 cladding layers on the surface of 42 CrMoA steel, and the effects of different process parameters on the quality of Ni45 cladding layers were investigated. Orthogonal test methods were used to optimize the process parameters for single-pass laser cladding. The orthogonal test results show that the scanning speed and the powder feeding volume have the greatest influence on the dilution rate, while the scanning speed and the laser power have the greatest influence on the melting height and the melting width, respectively. The uncracked parameters of Ni45 cladding layer were obtained through the preliminary pre-test, namely, the maximum melting height is 1.6 mm and the maximum melting width is 5 mm. The optimal parameters were obtained by analysis of variance(ANOVA) method with response prediction, which are 2100 W laser power, 300 mm/min scanning speed, and 8.87 g/min powder delivery rate under the condition of 600 L/h of carrier gas flow. Using the above parameters to carry out single-pass optimization experiments, the prediction error of the cladding size response model is all within the range of ±5.1%. It can prove that the optimization of the parameters of laser power, scanning speed and powder feeding rate has a significant effect.

       

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