Title :
Multiagent architecture for online diagnosis of discrete event systems using causal temporal signature approach
Author :
Saddem, R. ; Ben Hmida, F.
Author_Institution :
Centre de Rech. en STIC (CReSTIC), Univ. de Reims Champagne-Ardenne, Reims, France
Abstract :
Industrial environments are becoming more and more dynamic, complex, and uncertain. In such conditions, building safe systems is a major requirement and a big challenge which cannot be achieved without suitable diagnosis tools and methods. The early diagnosis approaches were mostly centralized and done offline. It was then proved that distribution is of a great contribution to realize better diagnosis of complex industrial systems. This paper focuses on Discrete Event Systems (DES) and introduces a distributed approach for online faults diagnosis in DES using Causal Temporal Signatures (CTS). The proposed solution relies on a multiagent architecture where multiple autonomous agents cooperate and coordinate their actions in the diagnosis process.
Keywords :
discrete event systems; industrial engineering; interactive programming; multi-agent systems; software architecture; DES; causal temporal signature approach; discrete event systems; industrial environments; multiagent architecture; multiple autonomous agents; online diagnosis; Automata; Complexity theory; Discrete-event systems; Monitoring; Multi-agent systems; Observers; Time factors; causal temporal signatures; discrete event systems; fault diagnosis; multiagent systems;
Conference_Titel :
Sciences and Techniques of Automatic Control and Computer Engineering (STA), 2014 15th International Conference on
DOI :
10.1109/STA.2014.7086776