Optimization of cutting forces in ball-end milling by GA
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @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