DocumentCode :
3239388
Title :
A Modified Ant Colony System for the Selection of Machining Parameters
Author :
Wu, Jing ; Yao, Yingxue
Author_Institution :
Sch. of Mech. & Electr. Eng., Harbin Inst. of Technol., Harbin
fYear :
2008
fDate :
24-26 Oct. 2008
Firstpage :
89
Lastpage :
93
Abstract :
Optimum machining parameters are of great concern in manufacturing environments, where economy of machining operation plays a key role in competitiveness in the market. This paper proposes a new optimization technique based on the modified ant colony algorithm for solving multi-pass optimization problems. The cutting process has roughing and finishing stages. The machining parameters are determined with the minimum unit production cost, subject to a set of practical machining constraints. The results indicate that the proposed modified ant colony framework is effective compared to other techniques carried out by different researchers.
Keywords :
computerised numerical control; economics; machining; manufacturing systems; optimisation; CNC machine; ant colony system; economy; machining; manufacturing environments; multipass optimization; Ant colony optimization; Computer aided manufacturing; Computer numerical control; Constraint optimization; Dynamic programming; Grid computing; Machining; Productivity; Simulated annealing; Turning; ant colony algorithm; cutting parmaters; optimization; turning operation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Grid and Cooperative Computing, 2008. GCC '08. Seventh International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-0-7695-3449-7
Type :
conf
DOI :
10.1109/GCC.2008.64
Filename :
4662848
Link To Document :
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