A new approach for selection of optimal process parameters in abrasive water jet cutting

被引:31
作者
Chakravarthy, PS [1 ]
Babu, NR [1 ]
机构
[1] Indian Inst Technol, Dept Mech Engn, Mfg Engn Sect, Madras 600036, Tamil Nadu, India
关键词
D O I
10.1080/10426919908914851
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents a new approach, based on the principles of fuzzy logic and Genetic Algorithm (GA) for selection of optimal process parameters in Abrasive Water Jet (AWJ) cutting of granite to any predetermined depth, using multi-criteria optimization technique. The proposed approach suggests the best combination of process parameters such as water jet pressure, jet traverse rate and abrasive flow rate for cutting granite material to any predetermined depth. GA, in combination with the model built based on fuzzy approach, generates several sets of process parameters satisfying the objective of achieving the desired depth of cut. These sets of parameters are subjected to multi-criteria optimization procedure which suggests a set of process parameters that can minimize the cost of production by increasing the rate of production and reducing the consumption of abrasives, maintaining the desired depth of cut within the specified limits. The proposed approach is validated with suitable experiments conducted on Paradise granite.
引用
收藏
页码:581 / 600
页数:20
相关论文
共 18 条
[1]  
AFZALIAN AA, 1997, COMMUNICATION
[2]  
BOJADZIEV G, 1995, FUZZY SETS FUZZY LOG, V5, P37
[3]  
BONARINI A, 1997, COMMUNICATION
[4]  
BRENNER VA, 1998, P 5 PAC RIM INT C WA, P261
[5]  
CHAKRAVARTHY PS, 1998, P 5 PAC RIM INT C WA, P433
[6]  
CHAMBERS L, 1995, PRACTICAL HDB GENETI, P113
[7]   Kerf characteristics in abrasive waterjet cutting of ceramic materials [J].
Chen, L ;
Siores, E ;
Wong, WCK .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 1996, 36 (11) :1201-1206
[8]   A COMPARISON OF STATISTICAL AND AL APPROACHES TO THE SELECTION OF PROCESS PARAMETERS IN INTELLIGENT MACHINING [J].
CHRYSSOLOURIS, G ;
GUILLOT, M .
JOURNAL OF ENGINEERING FOR INDUSTRY-TRANSACTIONS OF THE ASME, 1990, 112 (02) :122-131
[9]  
Chryssolouris G., 1992, MANUFACTURING SYSTEM
[10]  
COX E, 1994, FUZZY SYSTEM HDB PRA, P248