Optimization of process parameters in electro chemical machining (ECM) using DFA‐fuzzy set theory‐TOPSIS for titanium alloy

Abstract

Purpose

The purpose of this paper is to present a new method to optimize the electro chemical machining process parameters for titanium alloy (Ti6Al4V).

Design/methodology/approach

The desirability function analysis (DFA), fuzzy set theory with trapezoidal membership function and Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS) method are used to optimize the electro chemical machining process parameters for titanium alloy (Ti6Al4V). In recent years, the utilization of titanium and its alloys, especially of Ti6Al4V materials, in many different engineering fields has undergone a tremendous increase. The ECM process has a potential in the machining of Ti6Al4V. The machining parameters such as electrolyte concentration, current, applied voltage and feed rate with multiple responses such as material removal rate (MRR) and surface roughness (SR) are considered. Experimental work is carried out on Ti6Al4V using second order central composite rotatable design. The two responses are converted into global knit quality index using DFA. Fuzzy set theory with trapezoidal membership function is used to convert all machining parameters and responses into fuzzy values. Then a TOPSIS approach which determines the optimal machining parameters in terms of higher closeness coefficient is proposed to optimize the machining parameters of ECM for titanium alloy. Finally, ANOVA is performed to investigate the significance of each machining parameter and to identify the most influencing factor which affects the process responses.

Findings

The optimal machining parameters for ECM process are determined using desirability function analysis, fuzzy set theory and TOPSIS.

Originality/value

A new method is proposed to optimize the electro chemical machining process parameters for titanium alloy.

Citation

Santhi, M., Ravikumar, R. and Jeyapaul, R. (2013), "Optimization of process parameters in electro chemical machining (ECM) using DFA‐fuzzy set theory‐TOPSIS for titanium alloy", Multidiscipline Modeling in Materials and Structures, Vol. 9 No. 2, pp. 243-255. https://doi.org/10.1108/MMMS-04-2013-0030