Agents-based design for fault management systems in industrial processes

被引:40
作者
Cerrada, Mariela
Cardillo, Juan
Aguilar, Jose
Faneite, Ral
机构
[1] Univ Los Andes, Escuela Ingn Sistemas, Dept Sistemas Control, CEMISID,Fac Ingn, Merida 5101, Venezuela
[2] Univ Los Andes, Escuela Ingn Sistemas, Dept Computac Nucl La Hechicera, CEMISID,Fac Ingn, Merida 5101, Venezuela
[3] PDVSA CRP, Punto Fijo 4102, Venezuela
关键词
maintenance; fault management; multi-agent system; automation;
D O I
10.1016/j.compind.2006.07.008
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Industrial necessities claim global management procedures integrating information systems in order to manage and to use the whole information about controlled processes and thus, to assure a good process behaviour. Fault management and maintenance are vital aspects in industrial management, in this sense, maintenance systems should support decision-making tools, new maintenance approaches and techniques, the enterprise thinking and flexibility. In this work, a reference model for fault management in industrial processes is proposed. This model is based on a generic framework using multi-agent systems for distributed control systems; in this sense, the fault management problem is viewed like a feedback control process and the actions are related to the decision-making in the scheduling of the preventive maintenance task and the running of preventive and corrective specific maintenance tasks. A particular methodology permitting the conception and analysis of the agent systems is used for the agents design. As a result, a set of models describing the general characteristics of the agents, specific tasks, communications and coordination is obtained. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:313 / 328
页数:16
相关论文
共 37 条
[21]   A hybrid multi-agent system architecture for enterprise integration using computer networks [J].
Nahm, YE ;
Ishikawa, H .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2005, 21 (03) :217-234
[22]  
NELSON J, 1999, PROGRAMMING MOBILE O
[23]   Inter-agent cooperation and communication for agent-based robust dynamic scheduling in steel production [J].
Ouelhadj, D ;
Petrovic, S ;
Cowling, PI ;
Meisels, A .
ADVANCED ENGINEERING INFORMATICS, 2004, 18 (03) :161-172
[24]   AN INTELLIGENT AGENT FRAMEWORK FOR ENTERPRISE INTEGRATION [J].
PAN, JYC ;
TENENBAUM, JM .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1991, 21 (06) :1391-1408
[25]  
POTTS C, 1994, GITCC9414
[26]   Integrated distributed intelligent system architecture for incidents monitoring and diagnosis [J].
Rao, M ;
Yang, HB ;
Yang, HM .
COMPUTERS IN INDUSTRY, 1998, 37 (02) :143-151
[27]  
RUMBAUGH J, 1995, J OBJECT-ORIENT PROG, V8, P8
[28]  
SPELL B, 2001, PROFESSIONAL JAVA PR
[29]  
Ushakov I., 1994, HDB RELIABILITY ENG
[30]  
Wagner T, 2003, LECT NOTES ARTIF INT, V2831, P62