Title :
Boolean temporal model-based approach for the diagnosis of Discrete Event Systems
Author :
Malki, N. ; Sayed-Mouchaweh, M.
Author_Institution :
Centre de Rech. en STIC (URCA-CReSTIC), Univ. de Reims Champagne-Ardenne, Reims, France
Abstract :
In this paper, an approach for fault diagnosis of Discrete Event Systems (DESs) is proposed. This approach builds a Boolean temporal model representing the normal and faulty behavior of a plant. This model is built by exploiting past events occurrences and their dates of occurrence. In addition, the proposed approach integrates a mechanism to detect a drift of the system functioning from normal to faulty conditions. This approach is illustrated and evaluated by using an example of a system composed of two independent tanks and equipped by discrete sensors and actuators.
Keywords :
Boolean algebra; discrete event systems; fault diagnosis; Boolean temporal model-based approach; discrete actuators; discrete event systems; discrete sensors; fault diagnosis; system drift detection; Actuators; Discrete event systems; Fault diagnosis; Mathematical model; Probability distribution; Sensors; Valves; Discrete Event Systems; Fault diagnosis; Temporal model-based diagnosis;
Conference_Titel :
Automation Science and Engineering (CASE), 2011 IEEE Conference on
Conference_Location :
Trieste
Print_ISBN :
978-1-4577-1730-7
Electronic_ISBN :
2161-8070
DOI :
10.1109/CASE.2011.6042521