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

Nourhène Ben Rabah, Ramla Saddem, Faten Ben Hmida, Véronique Carre-Menetrier, Moncef Tagina

2017

Abstract

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.

Paper Citation

in Harvard Style

Ben Rabah N., Saddem R., Ben Hmida F., Carre-Menetrier V. and Tagina M. (2017). Automatic Acquisition and Update of a Causal Temporal Signatures Base- for Faults Diagnosis in Automated Production Systems . In Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-758-263-9, pages 262-269. DOI: 10.5220/0006430102620269

in Bibtex Style

@conference{icinco17,
author={Nourhène Ben Rabah and Ramla Saddem and Faten Ben Hmida and Véronique Carre-Menetrier and Moncef Tagina},
title={Automatic Acquisition and Update of a Causal Temporal Signatures Base- for Faults Diagnosis in Automated Production Systems},
booktitle={Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2017},
pages={262-269},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006430102620269},
isbn={978-989-758-263-9},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - Automatic Acquisition and Update of a Causal Temporal Signatures Base- for Faults Diagnosis in Automated Production Systems
SN - 978-989-758-263-9
AU - Ben Rabah N.
AU - Saddem R.
AU - Ben Hmida F.
AU - Carre-Menetrier V.
AU - Tagina M.
PY - 2017
SP - 262
EP - 269
DO - 10.5220/0006430102620269