Title of article
On the use of multi-agent systems for the monitoring of industrial systems
Author/Authors
Rezki، Nafissa نويسنده LAP: Laboratory, Industrial Engineering Department, University of Batna, 05000 Batna, Algeria , , Kazar، Okba نويسنده LINFI Laboratory, Computer Science Department, University of Biskra, 07000 Biskra, Algeria , , Mouss، Leila Hayet نويسنده LAP: Laboratory, Industrial Engineering Department, University of Batna, 05000 Batna, Algeria , , Kahloul، Laid نويسنده LINFI Laboratory, Computer Science Department, University of Biskra, 07000 Biskra, Algeria , , Rezki ، Djamil نويسنده LAP: Laboratory, Industrial Engineering Department, University of Batna, 05000 Batna, Algeria ,
Issue Information
فصلنامه با شماره پیاپی سال 2016
Pages
8
From page
111
To page
118
Abstract
The objective of the current paper is to present an intelligent system for complex process monitoring, based on artificial intelligence technologies. This system aims to realize with success all the complex process monitoring tasks that are: detection, diagnosis, identification and reconfiguration. For this purpose, the development of a multi-agent system that combines multiple intelligences such as: multivariate control charts, neural networks, Bayesian networks and expert systems has became a necessity. The proposed system is evaluated in the monitoring of the complex process Tennessee Eastman process.
Journal title
Journal of Industrial Engineering International
Serial Year
2016
Journal title
Journal of Industrial Engineering International
Record number
2395620
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