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Title:Genetic equation for the cutting force in ball-end milling
Authors:ID Milfelner, Matjaž (Author)
ID Kopač, Janez (Author)
ID Čuš, Franc (Author)
ID Župerl, Uroš (Author)
Files:URL http://dx.doi.org/10.1016/j.jmatprotec.2005.02.147
 
Language:English
Work type:Unknown
Typology:1.01 - Original Scientific Article
Organization:FS - Faculty of Mechanical Engineering
Abstract:The paper presents the development of the genetic equation for the cutting force for ball-end milling process. The development of the equation 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. Ball-end milling is a very common machining process in modern manufacturing processes. The cutting forces play the important role for the selection of the optimal cutting parameters in ball-end milling. In many cases the cutting forces in ball-end milling are calculated by equation from the analytical cutting force model. In the paper the genetic equation for the cutting forces in ball-end milling is developed with the use of the measured cutting forces and genetic programming. The experiments were made with the system for the cutting force monitoring in ball-end milling process. The obtained results show that the developed genetic equation fits very well with the experimental data. The developed genetic equation can be used for the cutting force estimation and optimization of cutting parameters. The integration of the proposed method will lead to the reduction in production costs and production time, flexibility in machining parameter selection, and improvement of product quality.
Keywords:milling, ball-end mill, optimization, cutting forces, cutting parameters, genetic algorithms
Year of publishing:2005
PID:20.500.12556/DKUM-27010 New window
UDC:621.914:004.89
ISSN on article:0924-0136
COBISS.SI-ID:9464854 New window
NUK URN:URN:SI:UM:DK:4XA8M7VI
Publication date in DKUM:01.06.2012
Views:2335
Downloads:116
Metadata:XML DC-XML DC-RDF
Categories:Misc.
:
MILFELNER, Matjaž, KOPAČ, Janez, ČUŠ, Franc and ŽUPERL, Uroš, 2005, Genetic equation for the cutting force in ball-end milling. Journal of materials processing technology [online]. 2005. [Accessed 21 January 2025]. Retrieved from: http://dx.doi.org/10.1016/j.jmatprotec.2005.02.147
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Record is a part of a journal

Title:Journal of materials processing technology
Shortened title:J. mater. process. technol.
Publisher:Elsevier
ISSN:0924-0136
COBISS.SI-ID:30105600 New window

Secondary language

Language:English
Keywords:frezanje, krogelno frezalo, optimiranje procesa frezanja, rezalne sile, rezalni parametri, genetski algoritmi


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