Preliminary communication

GA based CNC turning center exploitation process parameters optimization

Z. Car ; Tehnical Faculty University of Rijeka, Rijeka, Croatia
B. Barisic ; Tehnical Faculty University of Rijeka, Rijeka, Croatia
M. Ikonic ; Tehnical Faculty University of Rijeka, Rijeka, Croatia

Abstract

This paper presents machining parameters (turning process) optimization based on the use of artificial intelligence. To obtain greater efficiency and productivity of the machine tool, optimal cutting parameters have to be obtained. In order to find optimal cutting parameters, the genetic algorithm (GA) has been used as an optimal solution finder. Optimization has to yield minimum machining time and minimum production cost, while considering technological and material constrains.

Keywords

multi-objective optimization; machining parameters; genetic algorithm

Hrčak ID:

28862

URI

https://hrcak.srce.hr/28862

Publication date:

1.1.2009.

Article data in other languages: croatian

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