MODELING OF THE INFLUENCE OF THE ABRASIVE WATERJET CUTTING PARAMETERS ON THE DEPTH OF CUT BASED ON FUZZY RULES

被引:32
作者
KOVACEVIC, R
FANG, M
机构
[1] Center for Robotics and Manufacturing Systems, Department of Mechanical Engineering, University of Kentucky, Lexington
[2] Mining Machinery Department, University of Science and Technology Beijing, Beijing
关键词
D O I
10.1016/0890-6955(94)90040-X
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Currently, the abrasive waterjet cutting parameters for the milling operation have to be determined by a combination of prior experience and trial and error. It is shown that the selection of the abrasive waterjet cutting parameters for a required depth of cut in the given material can be effectively done by applying the principles of the fuzzy set theory. This approach will eliminate the need for extensive experimental work in order to select the magnitudes of the most influential abrasive waterjet parameters on the depth of cut. Fuzzy logic provides a methodology and imitation of a human's way of making decisions which is very useful in such applications where the mathematical model of the process does not exist, and one of such processes is indeed abrasive waterjet cutting. A number of case studies are performed to verify the validity of the proposed methodology for selecting the abrasive waterjet cutting parameters in order to achieve the predetermined depth of cut.
引用
收藏
页码:55 / 72
页数:18
相关论文
共 5 条
[1]  
Hashish, An investigation of milling with abrasive waterjets, ASME Trans. J Engng Industry, 111, pp. 158-166, (1989)
[2]  
Hashish, A Modeling Study of Metal Cutting With Abrasive Waterjets, Journal of Engineering Materials and Technology, 106, 1, pp. 89-100, (1984)
[3]  
Kouatli, Jones, An improved design procedure for fuzzy control systems, International Journal of Machine Tools and Manufacture, 31, 1, pp. 231-244, (1991)
[4]  
Zimmermann, Fuzzy Set Theory—and its Applications, (1991)
[5]  
Lee, Fuzzy logic in control systems: fuzzy logic controller—Part I, IEEE Trans. Syst. Man Cybern., 20, 2, pp. 404-418, (1990)