A Statistical Prediction of Multiple Responses Using Overlaid Contour Plot on Hydroxyapatite Coated Magnesium via Cold Spray Deposition

Md Razi Hasniyati, Hussain Zuhailawati, Sivakumar Ramakrishnan
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引用次数: 9

Abstract

This work aimed to search optimal values for the properties of hydroxyapatite coated pure magnesium produced by cold spray deposition. Using fractional factorial design (2k-1), standoff distance, surface roughness and substrate heating temperature during cold spraying were selected as significant factors while number of sprays as insignificant factor. The responses chosen are coating thickness, hardness and elastic modulus of the coating. The analysis of the contour plots for thickness revealed that high thickness (>40 μm) was obtained when standoff distance is at 20-25 mm, surface roughness at 240-700 grit and substrate heating temperature at 350-550 °C. High nanohardness (>400 MPa) obtained when standoff distance is at 20-35 mm, surface roughness at 240-900grit and substrate heating temperature at 350-550 °C. High elastic modulus (>40 GPa) was obtained at 20-30 mm for standoff distance, 240-800 grit for surface roughness and 350-550 °C for substrate heating temperature. The contour plot of coating thickness, nanohardness and elastic modulus were overlaid to find the feasible region.

羟基磷灰石包覆镁冷喷涂复合响应的覆盖等高线图统计预测
本工作旨在寻找冷喷涂法制备羟基磷灰石包覆纯镁的最佳性能值。采用分数因子设计(2k-1),选取冷喷涂过程中距离、表面粗糙度和基材加热温度为显著因素,喷涂次数为不显著因素。选择的响应是涂层厚度、硬度和涂层的弹性模量。厚度等高线图分析表明,当离体距离为20 ~ 25 mm,表面粗糙度为240 ~ 700 grit,基材加热温度为350 ~ 550℃时,可以获得较高的厚度(>40 μm)。当距离为20-35 mm,表面粗糙度为240-900grit,基材加热温度为350-550℃时,获得高纳米硬度(>400 MPa)。在20-30 mm的距离、240-800 grit的表面粗糙度和350-550°C的基材加热温度下,获得了高弹性模量(>40 GPa)。对涂层厚度、纳米硬度和弹性模量等高线进行叠加,找出可行区域。
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