Using multi-objective optimization to design parameters in electro-discharge machining by wire

被引:0
|
作者
Ochoa, Alberto [1 ]
Margain, Lourdes [2 ]
Ornelas, Francisco [3 ]
Jimenez, Sandra [4 ]
Padilla, Teresa [4 ]
机构
[1] Univ Autonoma Cuidad Juarez, Dept Energia Elect & Computac, Juarez, Mexico
[2] Univ Politecn Aguascalientes, Dept Posgrad & Invest, Postgrad Studies, Aguascalientes, Mexico
[3] Univ Politecn Aguascalientes, Dept Posgrad & Invest, Aguascalientes, Mexico
[4] Univ Politecn Aguascalientes, Dept Posgrad & Invest, Informat Strateg Syst, Aguascalientes, Mexico
关键词
Multi-objective optimization; Genetic Algorithms; Robust Design;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The following paper describes the main objective to follow the methodology used and proposed to obtain the optimal values of WEDM process operation on the machine Robofil 310 by robust parameter design (RPD) of Dr. G. Taguichi [TAGUCHI, G. 1993], through controllable factors which result in more inferences regarding the problem to noise signal (S / N), which for this study is the variability of the hardness of samples from 6061, also studied the behaviour of the output parameters as the material removal rate (MRR) and surface roughness (Ra), subsequently took the RPD orthogonal array and characterized the individuals in the population, each optimal value is a gene and each possible solution is a chromosome, used multi-objective optimization using Nondominated Sorting Genetic Algorithm to cross and mutate this population to generate better results MRR and Ra.
引用
收藏
页码:1 / 9
页数:9
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