Selection of optimal conditions in multi-pass face-milling using a genetic algorithm

被引：93

作者：

Shunmugam, MS ^{[1
]}

Reddy, SVB ^{[1
]}

Narendran, TT ^{[1
]}

机构：

[1] Indian Inst Technol, Dept Mech Engn, Madras 600036, Chennai, India

来源：

INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE | 2000年 / 40卷 / 03期

关键词：

face-milling; multi-pass; machining parameters; constraints optimization; genetic algorithm;

D O I：

10.1016/S0890-6955(99)00063-2

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In a Computer-Aided Process Planning (CAPP) system, one of the important steps is the selection of machining parameters which yield optimum results. In this paper, a face-milling operation has been considered, The machining parameters such as number of passes, depth of cut in each pass, speed and feed are obtained using a genetic algorithm, to yield minimum total production cost while considering technological constraints such as allowable speed and feed, dimensional accuracy, surface finish, tool wear and machine tool capabilities. (C) 1999 Elsevier Science Ltd. All rights reserved.

引用

页码：401 / 414

页数：14

共 15 条

[1]

AGAPIOU JS, 1992, J ENG IND-T ASME, V114, P508

[2]

[Anonymous], 1989, GENETIC ALGORITHM SE

[3]

Boothroyd G., 1985, FUNDAMENTALS METAL M

[4]

BREWER RC, 1963, ENG DIG, V24, P131

[5]

COLDING BN, 1969, ANN CIRP, V17, P279

[6]

Ermer D.S., 1971, T ASME, V93, P1067

[7] MACHINE PARAMETER SELECTION FOR TURNING WITH CONSTRAINTS - AN ANALYTICAL APPROACH BASED ON GEOMETRIC-PROGRAMMING [J].

GOPALAKRISHNAN, B ;

ALKHAYYAL, F .

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1991, 29 (09) :1897-1908

[8] DETERMINATION OF OPTIMAL SUBDIVISION OF DEPTH OF CUT IN MULTIPASS TURNING WITH CONSTRAINTS [J].

GUPTA, R ;

BATRA, JL ;

LAL, GK .

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1995, 33 (09) :2555-2565

[9] PROBABILISTIC APPROACH TO DETERMINATION OF OPTIMUM CUTTING CONDITIONS [J].

IWATA, K ;

IWATSUBO, T ;

MUROTSU, Y ;

FUJII, S .

JOURNAL OF ENGINEERING FOR INDUSTRY, 1972, 94 (04) :1099-&

[10] OPTIMIZATION OF MULTIPASS MACHINING OPERATIONS [J].

LAMBERT, BK ;

WALVEKAR, AG .

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1978, 16 (04) :259-265

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