Title : ( A GRA Approach Towards Optimization of Multiple Responses in Electrical Discharge Machining of AISI 2312 steel )
Authors: Masoud Azadi Moghaddam , Farhad Kolahan , فرید ایلچی ,Abstract
In any manufacturing process, optimization of process parameters is the key step in producing high quality parts without cost inflation. Multi-criteria optimization of processes parameters could be used to simultaneously achieve several conflicting goals such as increasing product quality and reducing production time. In this paper grey relational analysis (GRA) and Taguchi method have been employed to optimize Electrical Discharge Machining (EDM) process parameters for AISI 2312 (40CrMnMoS86) hot worked steel alloy. The experimental data are gathered based on Taguchi L36 design matrix. The tests are conducted under varying peak current (I), voltage (V), pulse on time (Ton), pulse off time (Toff) and duty factor (η). The process output characteristics include surface roughness (SR), tool wear rate (TWR) and material removal rate (MRR). The objective is to find a combination of process parameters to minimize TWR and SR and maximize MRR. The three performance characteristics are combined into a single objective using grey relational analysis. The GRA was followed by the signal to noise ratio to specify the optimal levels of process parameters. The significance of the process parameters on the overall quality characteristics of the EDM process was also evaluated quantitatively using the analysis of variance (ANOVA) method. Optimal results were verified through additional experiments.
Keywords
, Electrical Discharge Machining (EDM), Grey Relational Analysis (GRA), Multi objective optimization, Taguchi method, Analysis of Variance (ANOVA)@inproceedings{paperid:1045158,
author = {Azadi Moghaddam, Masoud and Kolahan, Farhad and فرید ایلچی},
title = {A GRA Approach Towards Optimization of Multiple Responses in Electrical Discharge Machining of AISI 2312 steel},
booktitle = {اولین کنفرانس سراسری توسعه محوری مهندسی عمران، معماری، برق و مکانیک ایران},
year = {2014},
location = {گرگان, IRAN},
keywords = {Electrical Discharge Machining (EDM); Grey Relational Analysis (GRA); Multi
objective optimization; Taguchi method; Analysis of Variance (ANOVA)},
}
%0 Conference Proceedings
%T A GRA Approach Towards Optimization of Multiple Responses in Electrical Discharge Machining of AISI 2312 steel
%A Azadi Moghaddam, Masoud
%A Kolahan, Farhad
%A فرید ایلچی
%J اولین کنفرانس سراسری توسعه محوری مهندسی عمران، معماری، برق و مکانیک ایران
%D 2014