A Multi-Agent System Based Approach to Intelligent Process Automation Systems

被引:0
作者
Van Tan, Vu [1 ]
Yi, Myeong-Jae [1 ]
机构
[1] Univ Ulsan, Sch Comp Engn & Informat Technol, Ulsan 680749, South Korea
来源
PRINCIPLES OF PRACTICE IN MULTI-AGENT SYSTEMS | 2009年 / 5925卷
关键词
Agent; Automation system; Control operation; Monitoring operation; Software agent; AGENT-BASED APPROACH;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A more promising technology to integrate existing software systems and their functionalities and to add assistant systems for the shop floors is to be found in software agents. Concerning with the applications of agent technology to intelligent process automation systems, a flexible and extensible approach based on muilti-agent system (MAS) and distributed planning technique to reach for increased flexibility and fault-tolerance in process monitoring and control operations is proposed. The monitoring operations are aimed at combining information from different sources depending on the monitoring tasks. The control operations are supervisory control tasks performing either in both sequential and iterative forms. The agent layer is used for monitoring the operations of the lower-level automation systems and reconfiguring its control logic. It operates as a distributed plan lung and plan execution system to increase the operational flexibility of the whole process automation systems. The software architecture and its functionalities and components for the implementation of the proposed approach are also presented. The design strategy and the discussion on the proposed approach are provided.
引用
收藏
页码:428 / 442
页数:15
相关论文
共 28 条
[1]  
BUSSMANN S, 2001, LNCS, V1957, P141
[2]  
Choinski D, 2007, LECT NOTES ARTIF INT, V4496, P655
[3]  
Cockburn D., 1996, Foundations of Distributed Artificial Intelligence, P319
[4]  
DAVIDSSON P, 2002, P 2002 ACM S APPL CO, P294
[5]   Intelligent agent based framework for manufacturing systems control [J].
Heragu, SS ;
Graves, RJ ;
Kim, BI ;
St Onge, A .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2002, 32 (05) :560-573
[6]   An agent-based approach for building complex software systems - Why agent-oriented approaches are well suited for developing complex, distributed systems. [J].
Jennings, NR .
COMMUNICATIONS OF THE ACM, 2001, 44 (04) :35-41
[7]  
Kendall EA, 1997, LECT NOTES ARTIF INT, V1286, P17, DOI 10.1007/BFb0030079
[8]   Hierarchical interface-based supervisory control of a flexible manufacturing system [J].
Leduc, Ryan J. ;
Lawford, Mark ;
Dai, Pengcheng .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2006, 14 (04) :654-668
[9]  
MATURANA FP, 2000, P 13 INT WORKSH DAT, P613
[10]  
Monch L., 2006, Inf. Syst. e-Bus. Manag., V4, P159