Title :

Automatic Acquisition and Update of a Causal Temporal Signatures Base- for Faults Diagnosis in Automated Production Systems

Author(s) :

Ben Rabah, Nourhène [Auteur]
Université de Reims Champagne-Ardenne [URCA]
Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 [CRESTIC]
Saddem, Ramla [Auteur]
Systèmes Tolérants aux Fautes [STF]
Ben Hmida, Faten [Auteur]
Laboratoire de l'intégration, du matériau au système [IMS]
Carré-Ménétrier, Véronique [Auteur]
Centre de Recherche en Sciences et Technologies de l'Information et de la Communication - EA 3804 [CRESTIC]
Tagina, Moncef [Auteur]
Stratégies d’Optimisation et Informatique intelligentE [SOIE]

Conference title :

International Conference on Informatics in Control, Automation and Robotics (ICINCO)

City :

Madrid

Country :

Espagne

Start date of the conference :

2017

English keyword(s) :

Similarity
Learning
Automated Production System
Causal Temporal Signatures
Faults Diagnosis
Simulation
Discrete Event Systems

HAL domain(s) :

Informatique [cs]
Informatique [cs]/Automatique
Informatique [cs]/Intelligence artificielle [cs.AI]

English abstract : [en]

Causal Temporal Signatures (CTS) is an efficient formalism for behaviors description and recognition of fault diagnosis in Discrete Event Systems (DES). The main advantages of this formalism are the readability and the ...
Show more >Causal Temporal Signatures (CTS) is an efficient formalism for behaviors description and recognition of fault diagnosis in Discrete Event Systems (DES). The main advantages of this formalism are the readability and the expressivity. Indeed, it is able to describe clearly all desired behaviors and it is understandable and readable by an expert in the field. However, it raises the problem of acquisition and updating of expert knowledge stored in a CTS base. In this paper, we suggest an incremental learning approach based on the simulation to acquire and update automatically a consistent CTS base. The proposed approach is illustrated with an example applied to the turntable helps to understand the different modules of the method.Show less >

Language :

Anglais

Peer reviewed article :

Oui

Audience :

Internationale

Popular science :

Non

Collections :

• Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189

Source :

Harvested from HAL