1. Validation and reconstruction of flow meter data in the Barcelona water distribution network
- Author
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Quevedo, J., Puig, V., Cembrano, G., Blanch, J., Aguilar, J., Saporta, D., Benito, G., Hedo, M., and Molina, A.
- Subjects
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WATER distribution , *FLOW meters , *FUZZY logic , *STATISTICAL correlation , *ALGORITHMS , *TIME series analysis - Abstract
Abstract: This paper presents a signal analysis methodology to validate (detect) and reconstruct the missing and false data of a large set of flow meters in the telecontrol system of a water distribution network. The proposed methodology is based on two time-scale forecasting models: a daily model based on a ARIMA time series, while the 10-min model is based on distributing the daily flow using a 10-min demand pattern. The demand patterns have been determined using two methods: correlation analysis and an unsupervised fuzzy logic classification, named LAMDA algorithm. Finally, the proposed methodology has been applied to the Barcelona water distribution network, providing very good results. [Copyright &y& Elsevier]
- Published
- 2010
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