Title :
MAS-based model of intelligent control-maintenance-management system (ICMMS) and its application
Author :
Fu, Chuang ; Ye, Lu-qing ; Cheng, Yuan-Chu ; Liu, Yong-qian ; Iung, Benoi
Author_Institution :
Coll. of Hydropower Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
In order to realize the integration of control, maintenance and technical management of a production process automation system, the Multi-Agent System (MAS) concept and technology are applied to analyze the components of an automation system, and an MAS-based model for an Intelligent Control-Maintenance-Management System (ICMMS) is proposed. The basic structure and characteristics of the CMMA-agent 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, an implementation approach of inter-agent communication is discussed. The proposed model has been applied to an ICMMS platform for a Hydroelectric Generating Unit (HGU).
Keywords :
condition monitoring; hydroelectric generators; intelligent control; maintenance engineering; multi-agent systems; power generation control; process control; CMMA-agent; MAS-based model; hydroelectric generating unit; intelligent control-maintenance-management system; inter-agent communication; multi-agent system; operational mechanism; production process automation system; Automatic control; Automation; Communication system control; Control system synthesis; Control systems; Hydroelectric power generation; Intelligent systems; Multiagent systems; Power system management; Production systems;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1176778
