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