材料科学
选择性激光熔化
表面粗糙度
复合材料
压痕硬度
相对密度
表面光洁度
复合数
激光器
Box-Behnken设计
图层(电子)
横截面
响应面法
激光扫描
微观结构
光学
结构工程
物理
工程类
机器学习
计算机科学
作者
Raj Mohan Radhakrishnan,Navaneetha Krishnan S,B. Sakthivel,J. Ramya,R. Sindhumathi
标识
DOI:10.1088/1402-4896/ada46c
摘要
Abstract AlSi10Mg cylindrical specimens were fabricated using the Laser-based Powder Bed Fusion (L-PBF) process, focusing on optimizing scanning speed, hatch spacing, and layer height through the box-behnken design (BBD). The study aimed to minimize surface roughness and maximize relative density. The analysis involved ANOVA, regression analysis, and composite desirability, revealing that hatch spacing and layer height significantly influence relative density and surface roughness. Under optimized conditions (scanning speed: 500 mm/s, hatch spacing: 100 microns, layer height: 30 microns), the L-PBF specimen achieved a 96.70% relative density, 2.07 microns surface roughness (Ra), and an average microhardness of 124.9 HV 0.5 (longitudinal) and 120.5 HV 0.5 (transverse).
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