arXivDaily arXiv每日学术速递 周一至周五更新
北美退伍军人节(Veterans Day),12 日无更新
arXiv 2106.03482physics.app-phcond-mat.mtrl-sci
收藏

基于粉末层和基体表面能量分布的laser选择性熔化热源模型

A new heat source model for selective laser melting simulations based on energy distribution on the powder layer and the surface of substrate

Zhi Huang, Weibo Jia, Haoming Wang, Zhengtong Yang, Chao Li, Jie Liang, Yue Zhong

摘要:

为了更准确地预测选区激光熔化(SLM)过程中熔池的形状信息,提出了一种新的有限元温度场仿真模型。模拟使用一种新的热源模型,该模型考虑了粉末布局、基底表面和熔化后粉末层厚度变化对能量分布的影响。为了构建这种新的热源模型,首先提出了一种基于梯度下降和单变量搜索技术的改进优化方法来模拟粉末布局,然后跟踪并记录激光束在粉末和基底表面之间的传播,以获得能量分布。最后,根据激光能量在粉末层和基体表面之间的分布,将热源模型分为两部分:一种是基片表面热源模型为高斯分布,另一种是粉层热源模型为水平面上满足高斯分布,根据通过拟合获得的函数关系在深度方向上改变。此外,还分析了粉末层熔化后的厚度变化,并在热源模型中予以考虑。将粉体仿真结果与粉体散射实验结果进行了对比,验证了粉体模型的有效性。将温度场模拟结果与实验结果进行对比,结果表明,预测的熔池宽度相对误差为6.4%,连接宽度误差为9.6%,具有较好的精度,验证了温度场模拟模型的有效性。

英文摘要:

In order to predict the more accurate shape information of the melt pool in Selective Laser Melting (SLM), a new finite element temperature field simulations model is proposed. The simulations use a new heat source model that takes into account the influence of the powder layout, the surface of the substrate and the changes in the thickness of the powder layer after fusion on the energy distribution. In order to construct this new heat source model, firstly an improved optimization method based on the gradient descent and the univariate search technique is proposed to simulate the powder layout, and then the laser beam propagation between the powder and the surface of the substrate is tracked and recorded to obtain the energy distribution. Finally, according to the distribution of laser energy between the powder layer and the surface of the substrate, the heat source model is divided into two parts: one is the surface of substrate heat source model being the Gaussian distribution, the other one is the powder layer heat source model-satisfying the Gaussian distribution on the horizontal plane, changes in the depth direction according to the functional relationship obtained by the fitting. In addition, the thickness change of the powder layer after fusion is analyzed, and is taken into account in the heat source model. The powder simulation results are compared with the powder scattering experiment results to verify the effectiveness of the powder model. Comparing the temperature field simulation with the experiment, the results show that the predicted molten pool width relative error is 6.4%, and the connect width error is 9.6%, which has better accuracy and verifies the validity of the temperature field simulation model.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑