Experimental investigation on WEDM performance analysis using grey-fuzzy integrated with TLBO algorithm for Inconel 625: comparison with GA and SA

• Published in: World journal of engineering Vol. 18; no. 5; pp. 720 - 733
• Main Authors: Kumar, Anshuman, Upadhyay, Chandramani
• Format: Journal Article
• Language: English
• Published: Brentwood Emerald Publishing Limited 10.09.2021; Emerald Group Publishing Limited
• Subjects: Algorithms; Computing time; Decision making; Design of experiments; Electric discharge machining; Electrodes; Fuzzy logic; Genetic algorithms; Machinability; Material removal rate (machining); Mathematical analysis; Mathematical models; Nickel base alloys; Nuclear power plants; Optimization; Optimization techniques; Orthogonal arrays; Process parameters; Productivity; Regression analysis; Simulated annealing; Superalloys; Surface roughness; Wire; Zinc coatings; TLBO; GA; Surface roughness; Fuzzy; MRR; SA; WEDM
• ISSN: 1708-5284; 2515-8082
• DOI: 10.1108/WJE-12-2020-0643

Purpose In the present study, wire electro-discharge machining (WEDM) of Inconel 625 (In-625) is performed with the machining parameter such as spark-on time, spark-off time, wire-speed, wire tension and servo voltage. The purpose of this study is to find the most favorable machining parameter setting with respect to WEDM performance such as material removal rate (MRR) and surface roughness (RA). Design/methodology/approach Taguchi’s L27 orthogonal array has been used to design the experiments with varying machining parameters into three-level four factors. A hybrid multi-optimization technique has been purposed with grey relation analysis and fuzzy inference system integrated with teaching learning-based optimization to achieve optimum machinability (MRR and RA in present case). The obtained result has been compared with two evolutionary optimization tools via a genetic algorithm and simulated annealing. Findings It has been found that proposed hybrid technique taking minimum computational time, provide better solution and avoid priority weightage calculation by decision-makers. A confirmation test has been performed at single and multi-optimal parameter settings. The decision-makers have been chosen to select any single or multi-parameter setting as per the industry’s demand. Originality/value The proposed optimization technique provides better machinability of In-625 using zinc-coated brass wire electrode during WEDM operation.