Multi-objective optimization on abrasive water jet machining of epoxy/glass fiber/ grinding wheel particle composite through hybrid optimization technique

被引:0
作者
P. M. Gopal
V. Kavimani
K. Arunkumar
机构
[1] Karpagam Academy of Higher Education,Department of Mechanical Engineering
[2] Karpagam Academy of Higher Education,Centre for Material Science
[3] Sri Ramakrishna Engineering College,Robotics and Automation
来源
Multiscale and Multidisciplinary Modeling, Experiments and Design | 2023年 / 6卷
关键词
Polymer; Composite; Machinability; Surface; Roughness; Kerf; Angle;
D O I
暂无
中图分类号
学科分类号
摘要
The prime objective of the study is to optimize the Abrasive Water Jet Machining (AWJM) parameters through a hybrid optimization technique. Surface quality and dimensional accuracy are the two important factors considered while machining a material in view of attaining a quality outcome. The present research aims to find an ideal parameter combination for machining Grinding Wheel Particle (GWP) filled polymer composite through AWJM. A novel Glass Fiber Reinforced Polymer (GFRP) composite is developed with GWP as filler material. The influence of GWP reinforcement along with transverse speed (TS), stand-off distance (SOD) and pump pressure (PP) over surface roughness and kerf angle is analysed with the aid of Taguchi methodology. As the Taguchi methodology suggests different optimal solutions for each output parameter considered, the input constraints were optimized through Principal Component Analysis (PCA)—Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) methodology for getting the sole optimal combination. Filler material significantly affects the machining outcome, viz., surface roughness and kerf angle whereas standoff distance plays a major role in deciding the machining outcome. The suggested optimal parameters are 2 wt% GWP, 30 mm/min TS, 1 mm SOD and 240 bar PP, yielding better surface quality (3.424 µm) and minimal kerf angle (0.2564 deg).
引用
收藏
页码:697 / 707
页数:10
相关论文
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