Application of Genetic Algorithm in Cutting Parameter Optimization

Publisher: Trans Tech Publications

E-ISSN: 1662-8985|2014|1082|138-142

ISSN: 1022-6680

Source: Advanced Materials Research, Vol.2014, Iss.1082, 2015-02, pp. : 138-142

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Abstract

Process parameters optimization is an important problem in numerical control machining, through the analysis of various factors affecting the cutting effect in cutting process, a mathematical model of cutting parameter optimization in NC machining is established and the constraint conditions are also determined in the paper. The article puts forward using genetic algorithm to realize the optimization of mathematical model, and the optimization analysis results are verified in practical processing. The experimental results show that the optimized cutting parameters can satisfy machining requests and improve the cutting efficiency.