田口方法
正交数组
抗压强度
多孔性
材料科学
生物医学工程
实验设计
线性回归
显著性差异
复合材料
数学
工程类
统计
作者
Kiran Kumar Sahu,Yashwant Kumar Modi
出处
期刊:International journal of manufacturing, materials, and mechanical engineering
[IGI Global]
日期:2021-01-01
卷期号:11 (1): 18-33
被引量:4
标识
DOI:10.4018/ijmmme.2021010102
摘要
This paper presents Taguchi's design of experiment approach to optimize the process parameters of a 3D printer for enhancing the compressive strength (CS) of porous bone scaffolds. Effect of four process parameters, namely layer thickness (LT), build orientation (BO), build position (BP) on platform, and delay time (DT) on CS of calcium sulfate-based bone scaffolds, have been studied experimentally. L9 orthogonal array (OA) is chosen to design and perform the experiments. LT: 89 µm, BO: 0o, BP: Middle, and DT: 200 ms are the optimum values of parameters obtained by S/N ratio analysis. LT is most significant (48.18%), BO is slightly less significant than LT (45%), BP is little significant (6.39%), and DT is found non-significant (0.43%) as per the ANOVA analysis. A linear regression model is developed to predict the CS of fabricated scaffolds. The developed model is found adequate with 94.4% and 93%, R-sq and R-sq(adj) values, respectively. The confirmation test results in a maximum difference of 8.18% between experimental and predicted values of CS.
科研通智能强力驱动
Strongly Powered by AbleSci AI