Multi-objective optimization of machining parameter in laser drilling of glass microballoon/epoxy syntactic foams

被引:9
作者
Singh, Shweta [1 ]
Doddamani, Mrityunjay [1 ]
Powar, Satvasheel [1 ,2 ]
机构
[1] Indian Inst Technol Mandi, Sch Mech & Mat Engn, Mandi 175075, Himachal Prades, India
[2] Energy Technol, Sch Technol & Business Studies, S-79131 Falun, Sweden
来源
JOURNAL OF MATERIALS RESEARCH AND TECHNOLOGY-JMR&T | 2023年 / 23卷
关键词
Glass microballoon; Epoxy; Laser drilling; Syntactic foam; Multi-criteria decision making; SIC/SIC COMPOSITES; GREY; PREDICTION;
D O I
10.1016/j.jmrt.2023.02.025
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The effect of CO2 laser drilling on glass microballoon/epoxy syntactic foams are investi-gated in this study to optimize machining parameters to achieve a clean hole for various industrial applications. The epoxy matrix is reinforced with glass microballoons in con-centrations of 0, 20 and 40 vol%. Cutting speed, laser power and additive percentage are input parameters for optimization. Kerf taper angle, surface roughness and ovality per-centage are used as output responses to evaluate hole quality. For the optimization study, hybrid multi-criteria decision-making methods such as grey relational analysis and multi-objective optimization with ratio assessment methods are used, with equal weightage given to each output response. According to the study, low power and high speed produce better machining results such as a smaller kerf taper angle, lower surface roughness and a lower ovality percentage. Furthermore, a higher additive percentage is not appropriate for laser in epoxy/glass microballoon composite because it burns the area near the laser and increases surface roughness.(c) 2023 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
引用
收藏
页码:3869 / 3879
页数:11
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