Optimization of cutting forces in ball-end milling by GA

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@Article{cus:2004:ME,

• author = "Franc Cus and Matjaz Milfelner and Joze Balic",
• title = "Optimization of cutting forces in ball-end milling by GA",
• journal = "Machine Engineering",
• year = "2004",
• volume = "4",
• number = "1/2",
• pages = "281--288",
• keywords = "genetic algorithms, genetic programming",
• ISSN = "1642-6568",
• abstract = "This paper presents the system for optimization of ball-end milling process. The system combines different methods and technologies like evolutionary methods, manufacturing technology, measuring and control technology and intelligent process technology with the adequate hardware and software support. The system for optimization of ball-end milling process combines the process monitoring system of ball-end milling process and the optimization model. The monitoring system is designed for monitoring and collecting variables of the milling process by means of sensors and transformation of those data into numerical values which are a starting point for the optimization of the ball-end milling process. The optimization model is used for the optimisation of milling parameters with genetic algorithms. The optimization is based on the analytic and genetic cutting force model and tool wear model. The developed methods can be used for the cutting force estimation and optimization of cutting parameters. The integration of the proposed system will lead to the reduction in production costs and production time, flexibility in machining parameter selection, and improvement of product quality. The system for optimization of ball-end milling process of steels can be extended to machining different materials and to other cutting techniques such as conventional turning, drilling, grinding and high speed turning.",
• notes = "Also appears as: 'Machine tools and factories of the knowledge', Jerzy Jedrzejewsk (editor).

  http://www.not.pl/wydawnictwo/abstract.html _starting_ 2006 :-(

  For Machine Engineering journal see also \cite{kusiak:2001:ME}",

}

Genetic Programming entries for Franci Cus Matjaz Milfelner Joze Balic

Citations