基于响应面法的无人机散热片激光选区熔化成形优化研究

Optimization Study on Laser Powder Bed Fusion Forming of UAV Heat Sinks Based on Response Surface Methodology

  • 摘要: 以无人机散热片为研究对象,采用响应面法对其进行激光选区熔化成形优化研究。首先通过 Simufact Additive 仿真软件进行无人机散热片成形的热力耦合分析,获得不同参数下模型的表面偏差量;然后以表面偏差量为响应指标,建立激光选区熔化成形工艺参数(激光功率、扫描速度、铺粉厚度)与最大表面偏差(Maximum Surface Deviation, MSD )的回归模型,并分析各工艺参数对表面偏差的影响规律,结果表明激光功率对表面偏差的影响最显著,铺粉厚度次之,扫描速度最小。最后对工艺参数进行优化得到最优参数组合,并通过打印实验及三维扫描验证优化效果。得到的最佳工艺组合为激光功率204W、扫描速度为952mm/s、铺粉层厚为0.07mm,使用优化工艺打印的无人机散热片表面偏差最大值在0.3mm左右,成形质量比优化显著提高。

     

    Abstract: Taking the UAV heat sink as the research object, the response surface method was used to study the optimization of laser selective melting forming. Firstly, by checking the exposure energy fraction and linear expansion coefficient of the material, then through the thermal-mechanical coupling analysis with Simufact Additive simulation software, the deformation and equivalent stress data of the model under different parameters were obtained. On this basis, the Box-Behnken response surface method was used to optimize the parameters, and the optimal combination was obtained as follows: laser power 206.732W, scanning speed 985.631mm/s, and powder layer thickness 0.085mm. Finally, the optimization effect was verified by printing experiments and 3D scanning. The results show that the maximum surface deformation of the optimized heat sink is about 0.3mm, which is significantly improved compared with the result before optimization.

     

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