Open AccessAnalysis and Multi-Objective Optimization of Wire Cut Process Parameters for Efficient Cutting of Tapered Carbon Steels Using Wire EDM
Author(s) -
Muhammad Wasif,
Syed Amir Iqbal,
Yasir Ahmed Khan,
Muhammad Tufail
Publication year - 2021
Publication title -
maǧallaẗ al-abḥāṯ al-handasiyyaẗ
Language(s) - English
Resource type - Journals
eISSN - 2307-1885
pISSN - 2307-1877
DOI - 10.36909/jer.11965
Subject(s) - materials science , surface roughness , carbon steel , process variable , response surface methodology , process (computing) , electrical discharge machining , mechanical engineering , machining , wire drawing , surface finish , metallurgy , composite material , engineering , computer science , corrosion , machine learning , operating system
Carbon Steel AISI 2010 is a general-purpose tool steel. It is the immense need of the industry to determine the optimal process parameters for the cutting of thick slabs of the metal using the wire cut, for the maximum material removal rate and minimum surface roughness and wire wear. Hence this research is designed to explore the influence of process parameters during the wire EDM of tapered Steel blanks. Tapered steel blanks with angles of 30°, 45° and 60° are machined and slots are generated in blanks using the wire EDM process. Taper angle, current and pulse-off time are considered the controllable process parameters for this study, whereas other controllable parameters are kept constant. Effect of these controllable parameters over kerf width, surface finish, MRR and wire are examined using the analysis of variance technique. Regression models for the four response variables are also developed, relating the variables with the varying controllable parameters. Multi-variable optimization of controllable parameters is performed using the Genetic Algorithm for the favourable response variables.