智能控制-维护-管理系统的多Agent模型

摘要/Abstract

摘要： 为了在现代生产过程自动化系统中实现智能控制-维护-管理系统，借助于多Agent系统理论，用Agent的概念和技术对自动化系统的各个部分进行分析、建模，建立起智能控制-维护-管理系统的多Agent模型——CMMA Agent系统，给出了该模型的基本结构，分析了该模型中各个部分的功能，以及整个CMMA Agent系统的运行机制，探讨了Agent间通信实现的方法。该模型已在智能控制-维护-管理系统平台的研制中得到了应用。

关键词: 智能控制-维护-管理系统, 生产过程, 自动化系统, 多Agent系统

Abstract: ：In order to implement the Intelligent Control-Maintenance-Management System(ICMMS) in the automation system for modern production process, the concept and technology of multi-agent system (MAS) are applied to analyze the components of automation system, and a MAS-based model for ICMMS, i.e. the Control-Maintenance-Management Agent(CMMA) system, is proposed. The basic structure and characteristics of the CMMA are presented, and the functions and operational mechanism of the all member agents of this model are determined according to the requests of ICMMS. In addition, the implementation approach of inter-agent communication is discussed. At last, the application of this MAS-based model to the ICMMS platform is introduced.

Key words: ICMMS, production process, automation system, MAS

中图分类号:

TV734
TP13

傅闯，叶鲁卿，熊凤霞，程远楚，. 智能控制-维护-管理系统的多Agent模型[J]. .

FU Chuang, YE Lu-qing, XIONG Feng-xia, CHENG Yuan-chu,. MAS-Based Model for Intelligent Control-Maintenance-Management System[J]. .

参考文献

［1］YU Ren, YE Luqing, ZHANG Yonggang. Intelligent control-maintenance-technical management system (ICMMS) and its application in power system——part one, ideology, constitution and characteristics [J]. Automation of Electric Power System, 1999, 23(23): 50-54(in Chinse) .[余刃，叶鲁卿，张永刚.智能控制-维护-技术管理集成系统(ICMMS)及其在电力系统中的应用：(一)ICMMS的思想、组成及其特征[J].电力系统自动化, 1999, 23(23): 50-54.]

[2]FU Chuang, WANG Shengtie, YE Luqing. The intelligent of integrated intelligent control-maintenance-management system [J]. International Journal of Hydroelectric Energy, 1999, 17(1): 9-12 (in Chinese). [傅闯，王生铁，叶鲁卿.智能控制-维护-技术管理集成系统中的智能化问题[J].水电能源科学, 1999, 17(1): 9-12.]

[3]PETIN J F, IUNG B, MOREL G. Distributed intelligent actuation and measurement (IAM) system within an integrated shop-floor organisation[J].Computers in Industry, 1998,37(3):197-211.

[4]WOOLDRIDGE M J, JENNINGS N R. Intelligent agents: theory and practice[J]. Knowledge Engineering Review, 1995, 10(2):115-152.

[5]MANGINA E E, MCARTHUR S D J, MCDONALD J R ，et al. A multi-agent system for monitoring industrial gas turbine start-up sequences [J]. IEEE Transactions on Power Systems, 2001, 16(3): 396-401.

[6]KLAUS F. Agent-based design of holonic manufacturing systems[J]. Robotics and Autonomous System, 1999,27(1): 3-13.

[7]WANG H F. Multi-agent co-ordination for the secondary voltage control in power-system contingencies [J]. IEE Proceedings-Generation, Transmission and Distribution, 2001, 148(1): 61-66.

[8]GEORGREFF M J，LANSKY A L. Procedural knowledge[A]. Proc. IEEE, Special Issue on Knowledge Representation[C]. IEEE，1986.1383-1398.

[9]MULLER J P, PISCHEL M. An architecture for dynamically interacting agents [J]. Int. Jour. Int. Coop. Inform. Syst., 1994,3(1): 25-45.

[10]HEIKIL T，RNONG J. PEM-modeling: a framework for designing intelligent robot control [J]. Journal of Robotics and Mechatronics, 1992,4(5): 437-444.

[11]VITTURI S. Some features of two fieldbuses of the IEC61158 standard[J]. Computer Standards and Interfaces, 2000,22(3): 203-215.

[12]RICARDO S, MARIANO A. Corba for control systems[J]. Annual Reviews in Control,2001,25: 169-181.

[13]OPC Foundation. OLE for process control data access standard [S].

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