Studies of kerf width and surface roughness using the response surface methodology in AA 4032–TiC composites

表面粗糙度 机械加工 材料科学 响应面法 Box-Behnken设计 电火花加工 实验设计 复合材料 表面光洁度 复合数 电压 正交数组 中心组合设计 机械工程 田口方法 冶金 计算机科学 工程类 数学 统计 电气工程 机器学习
作者
T. S. Senthilkumar,R. Muralikannan,T. Ramkumar,S Senthil Kumar
出处
期刊:Proceedings Of The Institution Of Mechanical Engineers, Part E: Journal Of Process Mechanical Engineering [SAGE Publishing]
卷期号:235 (6): 2240-2253 被引量:15
标识
DOI:10.1177/09544089211041418
摘要

A substantially developed machining process, namely wire electrical discharge machining (WEDM), is used to machine complex shapes with high accuracy. This existent work investigates the optimization of the process parameters of wire electrical discharge machining, such as pulse on time ( T on ), peak current ( I), and gap voltage ( V), to analyze the output performance, such as kerf width and surface roughness, of AA 4032–TiC metal matrix composite using response surface methodology. The metal matrix composite was developed by handling the stir casting system. Response surface methodology is implemented through the Box–Behnken design to reduce experiments and design a mathematical model for the responses. The Box–Behnken design was conducted at a confident level of 99.5%, and a mathematical model was established for the responses, especially kerf width and surface roughness. Analysis of variance table was demarcated to check the cogency of the established model and determine the significant process. Surface roughness attains a maximum value at a high peak current value because high thermal energy was released, leading to poor surface finish. A validation test was directed between the predicted value and the actual value; however, the deviation is insignificant. Moreover, a confirmation test was handled for predicted and experimental values, and a minimal error was 2.3% and 2.12% for kerf width and surface roughness, respectively. Furthermore, the size of the crater, globules, microvoids, and microcracks were increased by amplifying the pulse on time.
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