Identification of analytical redundancy relations design for sensor fault diagnosis of a wastewater treatment station
| Autor: | Tharrault, Yvon, Mourot, Gilles, Ragot, José, Fiorelli, David, Gillé, Serge |
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| Přispěvatelé: | Centre de Recherche en Automatique de Nancy (CRAN), Université Henri Poincaré - Nancy 1 (UHP)-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS), Laboratoire des Technologies Industrielles (LTI), Centre de Recherche Public Henri-Tudor [Luxembourg] (CRP Henri-Tudor), Mourot, Gilles |
| Jazyk: | angličtina |
| Rok vydání: | 2006 |
| Předmět: | |
| Zdroj: | Workshop on Advanced Control and Diagnosis, ACD'2006, Nancy, France Nov 2006, pp.CDROM |
| Popis: | International audience; This article deals with identification design for sensor fault diagnosis of a wastewater treatment station. First, we established a physical model of this station by simplifying and linearizing the model ASM1 (Henze et al., 1987). Then, we study the measurement values in order to find other redundancy equations. Multiple linear regression allowed the determination of a static black box type model, coherent with the physical model. The addition of temporal lags between the signals makes possible to improve the performances of this model. We show finally the use of this model for detection-localization of faults measurements. |
| Databáze: | OpenAIRE |
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