Lifecycle data collection process issues and modeling for equipment's health monitoring

Zouhang Wang 1 Kondo-Hloindo Adjallah 1
1 COSTEAM - Optimal and secure management of manufacturing systems
Inria Nancy - Grand Est, UPVM - Université Paul Verlaine - Metz
Abstract : This paper presents an approach of data collection for equipment's health condition monitoring on its lifespan. A methodology is proposed for implementing and evaluating the data collection system. Then a credible approach and a data stream model are proposed for managing the equipment's lifecycle and health. The model serves also to evaluate the equipment's performances and remaining useful life. In addition, it helps keeping the quality of the data stream. Lastly, a methodology for robust evaluation of equipment's performances, in presence of rror propagation risks is proposed.
Type de document :
Communication dans un congrès
International Conference on Electrical and Control Engineering - ICECE 2010, Jun 2010, Wuhan, China. IEEE, pp.5814 - 5817, 2010, 〈10.1109/iCECE.2010.1459〉
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https://hal.inria.fr/inria-00601239
Contributeur : Ist Inria Nancy Grand Est <>
Soumis le : vendredi 17 juin 2011 - 10:29:38
Dernière modification le : jeudi 16 mars 2017 - 01:06:18

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Zouhang Wang, Kondo-Hloindo Adjallah. Lifecycle data collection process issues and modeling for equipment's health monitoring. International Conference on Electrical and Control Engineering - ICECE 2010, Jun 2010, Wuhan, China. IEEE, pp.5814 - 5817, 2010, 〈10.1109/iCECE.2010.1459〉. 〈inria-00601239〉

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