Performance evaluation of an auction-based manufacturing system using coloured Petri nets

被引:23
作者
Nandula, M [1 ]
Dutta, SP [1 ]
机构
[1] Univ Windsor, Ind & Mfg Syst Engn Program, Fac Engn, Windsor, ON N9B 3P4, Canada
关键词
D O I
10.1080/00207540050028025
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The next generation of manufacturing systems is assumed to be intelligent enough to make decisions and automatically adjust to variations in production demand, shop-floor breakdowns etc. Auction-based manufacturing is a control strategy in which various intelligent entities in the manufacturing system bid themselves, accept bids and make selections among the bids available based on a heuristic. This paper deals with the simulation modelling and performance evaluation of a push-type auction (negotiation) based manufacturing system embedded in a pull-type production system using coloured Petri nets. Three different models of an auction-based manufacturing system have been discussed. This methodology helps in developing systems for real-time control, anticipation of deadlocks, and evaluation of various performance metrics like machine utilization, automated guided vehicle (AGV) utilization, waiting times, work in process (WIP) etc. Various decision-making rules were identified for the real-time control of auction-based manufacturing systems.
引用
收藏
页码:2155 / 2171
页数:17
相关论文
共 26 条
[1]  
ATMANI A, 1996, INT J IND ENG, V3, P40
[2]  
Balasubramanian S, 1996, 1996 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING - CONFERENCE PROCEEDINGS, VOLS I AND II, P570, DOI 10.1109/CCECE.1996.548217
[3]   DECENTRALIZED CONTROL OF AUTOMATED GUIDED VEHICLES ON A SIMPLE LOOP [J].
BARTHOLDI, JJ ;
PLATZMAN, LK .
IIE TRANSACTIONS, 1989, 21 (01) :76-81
[4]  
CHIN KC, 1993, P 2 INT C MAN SYST, P286
[5]  
DUFFIE NA, 1986, J MANUF SYST, V5, P137, DOI 10.1016/0278-6125(86)90036-1
[6]  
GREGORY TF, 1988, MANUFACTURING ENG, V100, P70
[7]  
JAMES RK, 1995, MANUFACTURING ENG, V115, P85
[8]  
JEAN VO, 1997, MANUFACTURING ENG, V119, P33
[9]  
Jensen K, 1992, Coloured Petri Nets: Basic Concepts, Analysis Methods and Practical Use, V1, DOI [DOI 10.1007/978-3-662-03241-1, 10.1007/978-3-662-06289-0, DOI 10.1007/978-3-662-06289-0]
[10]   A stochastic model of empty-vehicle travel time and load request service time in light-traffic material handling systems [J].
Kobza, JE ;
Shen, YC ;
Reasor, RJ .
IIE TRANSACTIONS, 1998, 30 (02) :133-142