Multi response optimization of process parameters based on Taguchi-Fuzzy model for coal cutting by water jet technology

被引:76
作者
Sharma, Vinay [2 ]
Chattopadhyaya, Somnath [3 ]
Hloch, Sergej [1 ]
机构
[1] Tech Univ Kosice Seat Presov, Fac Mfg Technol, Dept Mfg Management, Presov 08001, Slovakia
[2] Birla Inst Technol, Dept Prod Engn, Ranchi 835215, Bihar, India
[3] Indian Sch Mines, Dept ME & MME, Dhanbad 835215, Bihar, India
关键词
Water jet; Coal cutting; Taguchi techniques; Fuzzy logic; Productivity;
D O I
10.1007/s00170-011-3258-x
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The process of material cutting and fracture by high velocity water jets is a complex series of phenomena which may involve compression, tension, shear, erosion, wears, cracking, wave propagation, and cavitations damage. This makes the exact analysis of the jet cutting process to be very complicated. The problem of water jet coal cutting is a multiresponse problem. There are two output variables, depth of cut and cutting width whose optimization will result in the increase in the productivity of coal cutting. In this paper, a Taguchi-Fuzzy decision method has been used to determine the effective process parameters for improving the productivity of coal mines. The Taguchi method of experimental design is a widely accepted technique used for producing high quality products at low cost. The optimization of multiple responses in complex processes is common; therefore, to reduce the degree of uncertainty during the decision making, fuzzy rule-based reasoning was integrated with the Taguchi loss function.
引用
收藏
页码:1019 / 1025
页数:7
相关论文
共 19 条
[1]  
FOLDYNA J, 1992, INT C GEOM, V91, P331
[2]  
Hloch S, 2007, STROJARSTVO, V49, P303
[3]  
KEATS BJ, 1989, STAT PROCESS CONTROL
[4]   Processes and apparatus developments in industrial waterjet applications [J].
Kulekci, MK .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2002, 42 (12) :1297-1306
[5]  
Momber WA, 1998, PRINCIPLES ABRASIVE, P394
[6]  
Park S.H., 1996, Robust design and analysis for quality engineering, V1st
[7]  
Phadke M.S., 1995, QUALITY ENG USING RO
[8]  
Schetz JA, 1996, HDB FLUID DYNAMICS F, V1, P609
[9]  
Sharma V., 2005, International Journal of Manufacturing Technology and Management, V7, P391, DOI 10.1504/IJMTM.2005.006841
[10]  
SHARMA V, 2003, P INT C ADV MAN TECH, P184