Modeling and optimization of cylindrical wire electro discharge machining of AISI D3 tool steel using non-dominated sorting genetic algorithm

Abolfazl Golshan; Soheil Gohari; Amran Ayob

doi:10.1117/12.914614

1 October 2011 Modeling and optimization of cylindrical wire electro discharge machining of AISI D3 tool steel using non-dominated sorting genetic algorithm

Abolfazl Golshan, Soheil Gohari, Amran Ayob

Author Affiliations +

Proceedings Volume 8285, International Conference on Graphic and Image Processing (ICGIP 2011); 82853V (2011) https://doi.org/10.1117/12.914614
Event: 2011 International Conference on Graphic and Image Processing, 2011, Cairo, Egypt

Abstract

In this study the influence of Cylindrical Wire Electro Discharge Machining on surface roughness and material removal rate is conducted. From experimental DOE method and mathematical modeling, the importance and correlation between corresponding parameters and process output characterization are studied. The investigated input parameters include electrical current, pulse-off time, voltage, rotation speed and cone angle. The Non-dominated Sorting Genetic Algorithm is then applied on the outputs to generate appropriate optimized models. The optimization procedure shows that the suggested method results in a high performance problem solving.

Citation Download Citation

Abolfazl Golshan, Soheil Gohari, and Amran Ayob "Modeling and optimization of cylindrical wire electro discharge machining of AISI D3 tool steel using non-dominated sorting genetic algorithm", Proc. SPIE 8285, International Conference on Graphic and Image Processing (ICGIP 2011), 82853V (1 October 2011); https://doi.org/10.1117/12.914614

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