ON THE USE OF MULTI-AGENT SYSTEMS FOR THE MONITORING OF INDUSTRIAL SYSTEMS

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REZKI NAFISSA; KAZAR OKBA; HAYET MOUSS LEILA; KAHLOUL LAID; REZKI DJAMIL

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Journal Paper

Paper Information

Journal: JOURNAL OF INDUSTRIAL ENGINEERING INTERNATIONAL Year:2016 | Volume:12 | Issue:1 Page(s): 111-118

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Title

ON THE USE OF MULTI-AGENT SYSTEMS FOR THE MONITORING OF INDUSTRIAL SYSTEMS

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Keywords

MULTIVARIATE PROCESS

HOTELLING CONTROL CHART

MULTI-AGENT SYSTEM

BAYESIAN NETWORK

NEURAL NETWORK

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.

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APA: Copy

REZKI, NAFISSA, KAZAR, OKBA, HAYET MOUSS, LEILA, KAHLOUL, LAID, & REZKI, DJAMIL. (2016). ON THE USE OF MULTI-AGENT SYSTEMS FOR THE MONITORING OF INDUSTRIAL SYSTEMS. JOURNAL OF INDUSTRIAL ENGINEERING INTERNATIONAL, 12(1), 111-118. SID. https://sid.ir/paper/310037/en

Vancouver: Copy

REZKI NAFISSA, KAZAR OKBA, HAYET MOUSS LEILA, KAHLOUL LAID, REZKI DJAMIL. ON THE USE OF MULTI-AGENT SYSTEMS FOR THE MONITORING OF INDUSTRIAL SYSTEMS. JOURNAL OF INDUSTRIAL ENGINEERING INTERNATIONAL[Internet]. 2016;12(1):111-118. Available from: https://sid.ir/paper/310037/en

IEEE: Copy

NAFISSA REZKI, OKBA KAZAR, LEILA HAYET MOUSS, LAID KAHLOUL, and DJAMIL REZKI, “ON THE USE OF MULTI-AGENT SYSTEMS FOR THE MONITORING OF INDUSTRIAL SYSTEMS,” JOURNAL OF INDUSTRIAL ENGINEERING INTERNATIONAL, vol. 12, no. 1, pp. 111–118, 2016, [Online]. Available: https://sid.ir/paper/310037/en

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