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Automatic validation of flowmeter data in transport water networks: Application to the ATLLc water network

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10.1007/978-3-319-10840-7_15
 
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García Valverde, Diego
Quevedo Casín, Joseba JokinMés informacióMés informacióMés informació
Puig Cayuela, VicençMés informacióMés informacióMés informació
Saludes Closa, JordiMés informacióMés informacióMés informació
Espín, Santiago
Roquet, Jaume
Valero, Fernando
Document typeConference report
Defense date2014
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
In this paper, a methodology for data validation and reconstruction of flow meter sensor data in water networks is presented. The raw data validation is inspired on the Spanish norm (AENOR-UNE norm 500540). The methodology consists in assigning a quality level to data. These quality levels are assigned according to the number of tests that data have passed. The methodology takes into account not only spatial models but also temporal models relating the different sensors. The methodology is applied to real-data acquired from the ATLLc Water Network. The results demonstrate the performance of the proposed methodology in detecting errors in measurements and in reconstructing them.
CitationGarcia, D. [et al.]. Automatic validation of flowmeter data in transport water networks: Application to the ATLLc water network. A: The International Conference on Intelligent Data Engineering and Automated Learning. "Intelligent Data Engineering and Automated Learning : IDEAL 2014 : 15th International Conference : Salamanca, Spain, September 10-12, 2014 : Proceedings". Salamanca: 2014, p. 118-125. 
URIhttp://hdl.handle.net/2117/24173
DOI10.1007/978-3-319-10840-7_15
Publisher versionhttp://link.springer.com/chapter/10.1007/978-3-319-10840-7_15
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  • Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial - Ponències/Comunicacions de congressos [1.391]
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  • Departament de Matemàtiques - Ponències/Comunicacions de congressos [996]
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