DocumentCode
1747624
Title
Genetic algorithm for bending process in sheet metal industry
Author
Thanapandi, Chitra Malini ; Walairacht, A. ; Ohara, Shigeyuki
Author_Institution
Dept. of Electron., Tokai Univ., Kanagawa, Japan
Volume
2
fYear
2001
fDate
2001
Firstpage
957
Abstract
In sheet metal industries, the required shape has to be bent from the flat 2D sheets. In this bending process, the most complex process is due to the determination of the bend sequence and assigning proper tools for each bend. Finding the best bending sequence is itself a combination problem and this when coupled with tool selection results in a combination explosion, which clearly states that an exhaustive approach is impossible to solve the problem in a time-economic way. Moreover since human operators handle the above operation, a process that is not complex, their desire have to be considered. A genetic algorithm is used to generate the bend sequence and tool selection for each bend. It finds a feasible solution based on collision detection, a simple process and the operator´s desire. We present genetic algorithms for finding the best bending sequence and tool selection for each bent, based on collision avoidance and the operators desire, we discuss our new approach towards solving it, and the ideas being implemented and are evaluated using real part data
Keywords
bending; collision avoidance; computerised numerical control; genetic algorithms; machine tools; metallurgical industries; bend sequence; bending process; collision avoidance; collision detection; exhaustive approach; flat 2D sheets; genetic algorithm; numerical control machine; sheet metal industry; tool selection; Collision avoidance; Costs; Electronics industry; Explosions; Genetic algorithms; Humans; Manufacturing industries; Metals industry; Process planning; Shape control;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Computer Engineering, 2001. Canadian Conference on
Conference_Location
Toronto, Ont.
ISSN
0840-7789
Print_ISBN
0-7803-6715-4
Type
conf
DOI
10.1109/CCECE.2001.933571
Filename
933571
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