A fuzzy model for predicting burns in surface grinding of steel

被引:25
作者
Ali, YM [1 ]
Zhang, LC [1 ]
机构
[1] Univ Sydney, Sch Aerosp Mech & Mechatron Engn, Sydney, NSW 2006, Australia
关键词
grinding; machining; thermal damage; coolant; steel;
D O I
10.1016/j.ijmachtools.2003.10.030
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Existing analytical thermal models for predicting surface burns due to grinding have limited use because of their reliance on parameters that are not readily obtainable in practice. This paper presents a practical and consistent fuzzy rule-based model for estimating the grinding conditions at which "burn limits" occur. The model consists of 37 absolute and eight relative rules. It has a wide range of applications over many types of steels, Alundum wheels, and grinding conditions. It is also simple to implement, from a rule-chart mode to an intelligent on-line adaptive control mode. (C) 2003 Elsevier Ltd. All rights reserved.
引用
收藏
页码:563 / 571
页数:9
相关论文
共 17 条
[1]   A methodology for fuzzy modeling of engineering systems [J].
Ali, YM ;
Zhang, LC .
FUZZY SETS AND SYSTEMS, 2001, 118 (02) :181-197
[2]  
Boyer HE., 1984, PRACTICAL HEAT TREAT
[3]  
Jaeger J.C., 1942, P ROYAL SOC NSW, V76, P203, DOI 10.5962/p.360338
[4]   Burn threshold of high-carbon steel in high-efficiency deep grinding [J].
Jin, T ;
Stephenson, DJ ;
Corbett, J .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2002, 216 (03) :357-364
[5]  
KEGG RL, 1983, ANN CIRP, V32, P559
[6]   An exact solution for surface temperature in down grinding [J].
Lavine, AS .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2000, 43 (24) :4447-4456
[7]  
MALKIN S, 1971, T ASME B, V93, P1120
[8]  
Malkin S., 1989, GRINDING TECHNOLOGY
[9]  
MCGILL C, 1999, TOOLING PRODUCTION M, V65, P72
[10]   Effective thermal properties of grinding wheels and grains [J].
Morgan, MN ;
Rowe, WB ;
Black, SCE ;
Allanson, DR .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 1998, 212 (08) :661-669