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Communication Dans Un Congrès Année : 2010

A new method for determining PCA models for system diagnosis

Résumé

In this paper, a new method is proposed to determine the structure of PCA models for system diagnosis. This method based on the principle of variable reconstruction determines PCA models in order to optimize detection and isolation of simple and multiple faults affecting redundant or non redundant variables. This new method has been validated by a simulation example of a nonlinear system.
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Dates et versions

hal-00499317 , version 1 (09-07-2010)

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  • HAL Id : hal-00499317 , version 1

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Anissa Benaicha, Gilles Mourot, Mohamed Guerfel, Kamel Benothman, José Ragot. A new method for determining PCA models for system diagnosis. 18th Mediterranean Conference on Control and Automation, MED'10, Jun 2010, Marrakech, Morocco. pp.CDROM. ⟨hal-00499317⟩
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