Intelligent agent framework to determine the optimal conflict-free path for an automated guided vehicles system

被引:28
作者
Singh, SP [1 ]
Tiwari, MK [1 ]
机构
[1] Natl Inst Foundry & Forge Technol, Dept Mfg Engn, Ranchi 834003, Bihar, India
关键词
D O I
10.1080/00207540210155783
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Agent technology has been considered as an important approach for developing intelligent manufacturing systems. It offers a new way of thinking about many of the classical problems in manufacturing engineering. The conflict resolution of automated guided vehicles (AGVs) in a flexible manufacturing systems (FMS) environment is one such problem that comes under this category. This paper describe a multi-agent approach to the operational control of AGVs by integration of path generation, enumerating time-windows, searching interruptions, adjusting waiting time and taking decisions on the selection of routes. It presents an efficient algorithm and rules for finding a conflict-free shortest-time path for AGVs, which is applicable to a bi- and unidirectional flow path network. The concept of loop formation in a flow path network is introduced to deal with the parking of idle vehicles, without obstructing the path of moveable AGVs. The concept of loop formation at nodes reduces the timing-taking task of finding the dynamic positioning of idle AGVs in the network.
引用
收藏
页码:4195 / 4223
页数:29
相关论文
共 37 条
[1]  
[Anonymous], MULTIAGENT SYSTEMS T
[2]  
BALAKRISHNAN A, 1994, NATO ADV SCI INST SE, V259, P105
[3]   Management of heterogeneous networks with intelligent agents [J].
Bieszczad, A ;
Biswas, PK ;
Buga, W ;
Malek, M ;
Tan, H .
BELL LABS TECHNICAL JOURNAL, 1999, 4 (04) :109-135
[4]  
BJORK B, 1991, INTRO STEP TECHNICAL
[5]  
BROADBENT AJ, 1985, P 2 INT C AUT MAT HA, P221
[6]  
CHAIBDRAA B, 1996, FDN DISTRIBUTED ARTI, P3
[7]  
CHANG WK, 1991, INT J PROD RES, V29, P2377
[8]   Multi-agent hybrid shop floor control system [J].
Choi, KH ;
Kim, SC ;
Yook, SH .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2000, 38 (17) :4193-4203
[9]  
COLORNI A, 1992, FROM ANIM ANIMAT, P134
[10]  
Egbelu P. J., 1987, Material Flow, V4, P17