Ants colony algorithm approach for multi-objective optimisation of surface grinding operations

被引:48
作者
Baskar, N [1 ]
Saravanan, R
Asokan, P
Prabhaharan, G
机构
[1] Sastra Univ, Dept Mech Engn, Tanjore, India
[2] JJ Coll Engn, Dept Mech Engn, Tiruchirappalli, India
[3] Reg Engn Coll, Dept Prod Engn, Tiruchirappalli, India
关键词
optimisation; surface grinding; multi-objective; ant colony algorithm;
D O I
10.1007/s00170-002-1533-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An ant colony based optimisation procedure has been developed to optimise grinding conditions, viz. wheel speed, workpiece speed, depth of dressing and lead of dressing, using a multi-objective function model with a weighted approach for the surface grinding process. The procedure evaluates the production cost and production rate for the optimum grinding condition, subjected to constraints such as thermal damage, wheel wear parameters, machine tool stiffness and surface finish. The results are compared with Genetic Algorithm (GA) and Quadratic Programming (QP) techniques.
引用
收藏
页码:311 / 317
页数:7
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