Using Bayesian networks for decision in the simultaneous faults case

Abstract : The purpose of this article is to present a new method for process diagnosis with Bayesian network. The interest of this method is to propose a new structure of Bayesian network allowing to diagnose a system with the model-based framework or with the data-driven framework. A particular interest of the proposed approach is the use of continuous nodes in the network in order to evaluate the status of the process. The effectiveness and performances of the method are illustrated on a heating water process corrupted by various faults.
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Communication dans un congrès
Workshop on Advanced Control and Diagnosis (ACD'08), 2008, Coventry, United Kingdom. 2008
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Dernière modification le : jeudi 11 janvier 2018 - 06:17:35
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  • HAL Id : inria-00517096, version 1

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Sylvain Verron, Philippe Weber, Didier Theilliol, Teodor Tiplica, Abdessamad Kobi, et al.. Using Bayesian networks for decision in the simultaneous faults case. Workshop on Advanced Control and Diagnosis (ACD'08), 2008, Coventry, United Kingdom. 2008. 〈inria-00517096〉

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