Title :
Distribution approach for the surveillance of production systems
Author :
Salem, H. Hadj ; Nabli, L. ; Messaoud, Hassani
Author_Institution :
Autom., Process. of Signal & Imaging Lab., Nat. Sch. of Eng. of Monastir, Monastir, Tunisia
Abstract :
An approach to distribute the surveillance for production systems is developed. This approach considers both quality and flow parameters to be monitored using intelligent agents. Each entity, in the multi-agent system that is responsible for surveillance, cooperates with other agents in order to accomplish continuous monitoring, defects detection and then optimal decision making. The monitoring agents use fuzzy logic for quality parameters follow-up and principal components analysis for flow parameters follow-up.
Keywords :
decision making; fuzzy logic; manufacturing systems; multi-agent systems; principal component analysis; process monitoring; production engineering computing; surveillance; continuous monitoring; defects detection; distribution approach; flow parameters follow-up; flow parameters monitoring; fuzzy logic; intelligent agents; monitoring agents; multiagent system; optimal decision making; principal components analysis; production systems; quality parameters follow-up; quality parameters monitoring; surveillance; Computer architecture; Maintenance engineering; Production systems; Productivity; Surveillance; detection; fuzzy logic; multi-agent systems; principal components analysis; surveillance;
Conference_Titel :
Control, Decision and Information Technologies (CoDIT), 2013 International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4673-5547-6
DOI :
10.1109/CoDIT.2013.6689566
