Novel electrode for thermal additive centrifugal force-assisted abrasive flow machining

被引:0
作者
Anant Bhardwaj
Krovvidi Srinivas
Rajiv Chaudhary
机构
[1] Delhi Technological University,Department of Mechanical Engineering
来源
Journal of the Brazilian Society of Mechanical Sciences and Engineering | 2023年 / 45卷
关键词
TACAFM; Abrasive flow machining; Artificial neuron network; Surface roughness; Material removal; Genetic algorithm;
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中图分类号
学科分类号
摘要
Thermal additive centrifugal abrasive flow machining (TACAFM) process is a recent hybrid of the abrasive flow machining process, which combines the advantage of a centrifugal force-assisted abrasive flow machining process along with the material removal capability of the spark electro-discharge machining. The present work involves the parametric investigations of the TACAFM process using a novel spline shape electrode with a curved blade on percentage improvement in the surface finish (%ΔRa) and material removal. The investigations include the modelling and simulations of flow parameters on Ansys Fluent and analysing experimental results using the artificial neuron network approach. The optimal values of the parameters are also computed using the artificial neuron network-coupled genetic algorithm (ANN-GA) approach. The simulated results satisfy the experimental and predicted effects of the ANN-GA. The SEM images justify the validity of the TACAFM process of the proposed electrode.
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