Mathematical modeling and optimization of the Electro-Discharge Machining (EDM) parameters on tungsten carbide composite: Combining response surface methodology and desirability function technique

Authors

Department of Mechanical Engineering, K.N. Toosi University of Technology, Tehran, P.O. Box 19395-1999, Iran

Abstract

This research proposes a uni ed scheme to mathematically model and multiobjectively optimize the EDM parameters on tungsten carbide cobalt alloy (WC-6%Co), applying response surface methodology and a desirability function technique. Discharge current, pulse on-time, duty cycle and average discharge voltage have been chosen to be correlated with material removal rate, tool wear rate and surface roughness (Ra) as performance measures. The required experimental data were obtained in accordance with the face-centered central composite design. Signi cant parameters in the form of main, twoway interaction and pure quadratic e ects were carefully identi ed conducting a complete analysis of variance at 1%, 5% and 7% signi cance levels, and the adequacy of all tted second order regression models was con rmed. Parametric analysis was undertaken through direct and reciprocity e ect plots to fully reveal the di erent facets of  ED-machinability characteristics. Finally, the optimization issue has been formulated as multi-objective from which the optimal parametric setting, yielding the most enviable conditions simultaneously, was then obtained in a compromised manner employing the notion of a desirability concept. The predicted optimal results were also interpreted and veri ed experimentally. The values of relative validation errors are all quite satisfactory (below 11%), which prove the ecacy and reliability of the suggested approach.

Keywords

Scientia Iranica
Volume 22, Issue 2 - Serial Number 2
Transactions on Mechanical Engineering (B)
April 2015
Pages 539-560

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History

  • Receive Date: 29 April 2015
  • Revise Date: 21 December 2024
  • Accept Date: 27 July 2017

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