Title :
Multi agent-based DCS with fault diagnosis
Author :
Zhu, Zhen ; Yang, Zhu ; Lei, Fei
Author_Institution :
Foshan Univ., Guangdong, China
Abstract :
The multi agent-based DCS (MADCS) with fault diagnosis function is proposed for the purpose of enhancing both system´s flexibility and reliability. Through cooperation among agents, MADCS can diagnose its own state and attempt to recover itself. Commonly, these agents are driven by time or by event, and do not have the same structure. At the same time, the general structure of agent implementation was shown in this paper. To achieve better performance of the fault diagnosis, two models (serial model and parallel model) of data fusion based on multi-sensor are discussed and used in the MADCS.
Keywords :
control engineering computing; distributed control; fault diagnosis; multi-agent systems; sensor fusion; data fusion; distributed control system; fault diagnosis; multiagent system; multisensor system; Communication system control; Computer industry; Conference management; Control systems; Displays; Distributed control; Electrical equipment industry; Fault diagnosis; Industrial control; Production management;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1380689