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Sliding window assessment for sensor fault model-based diagnosis in inland waterways

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10.1016/j.ifacol.2018.06.195
 
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hdl:2117/118976

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Segovia Castillo, PabloMés informacióMés informació
Blesa Izquierdo, JoaquimMés informacióMés informacióMés informació
Duviella, Eric
Rajaoarisoa, Lala H.
Nejjari Akhi-Elarab, FatihaMés informacióMés informacióMés informació
Puig Cayuela, VicençMés informacióMés informacióMés informació
Document typeArticle
Defense date2018-01-01
Rights accessOpen Access
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
Abstract
The Cuinchy-Fontinettes reach belongs to the inland waterways in the north of France. It is equipped with limnimeters that measure water level data for the management of the water resources. These data can be corrupted by constant or intermittent faults. Hence, it is necessary to detect and localize these faults in order to guarantee efficient management actions. The proposed fault diagnosis method is based on the analysis of the parameters of a grey-box model. These parameters are obtained from available real data by using a sliding window, whose size is determined based on the level of excitation of input signals. Then, several scenarios involving constant and intermittent faults are proposed to discuss the performance of the proposed FDI approach as well as the effect of the sliding window size on the results
Location
1: Cuinchy, França
2: Fontinettes, Calais, França
CitationSegovia, P., Blesa, J., Duviella, E., Rajaoarisoa, L.H., Nejjari, F., Puig, V. Sliding window assessment for sensor fault model-based diagnosis in inland waterways. "IFAC-PapersOnLine", 1 Gener 2018, vol. 51, p. 31. 
URIhttp://hdl.handle.net/2117/118976
DOI10.1016/j.ifacol.2018.06.195
ISSN2405-8963
Publisher versionhttps://www.sciencedirect.com/science/article/pii/S2405896318304920
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  • Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial - Articles de revista [1.323]
  • SAC - Sistemes Avançats de Control - Articles de revista [473]
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