<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" specific-use="SMUR" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">DWESD</journal-id>
<journal-title-group>
<journal-title>Drinking Water Engineering and Science Discussions</journal-title>
<abbrev-journal-title abbrev-type="publisher">DWESD</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Drink. Water Eng. Sci. Discuss.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1996-9481</issn>
<publisher><publisher-name></publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/dwesd-6-79-2013</article-id>
<title-group>
<article-title>Flowmeter data validation and reconstruction methodology to provide the annual efficiency of a water transport network: the ATLL case study in Catalonia</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Quevedo</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pascual</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Puig</surname>
<given-names>V.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Saludes</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Sarrate</surname>
<given-names>R.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Espin</surname>
<given-names>S.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Roquet</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Advanced Control Systems Group of Technical University of Catalonia (SAC-UPC),  Rambla S. Nebridi, 10, Terrassa, Barcelona, Spain</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Aigues Ter Llobregat Company (ATLL), Barcelona, Spain</addr-line>
</aff>
<pub-date pub-type="epub">
<day>22</day>
<month>03</month>
<year>2013</year>
</pub-date>
<volume>6</volume>
<issue>1</issue>
<fpage>79</fpage>
<lpage>95</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2013 J. Quevedo et al.</copyright-statement>
<copyright-year>2013</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://dwes.copernicus.org/preprints/6/79/2013/dwesd-6-79-2013.html">This article is available from https://dwes.copernicus.org/preprints/6/79/2013/dwesd-6-79-2013.html</self-uri>
<self-uri xlink:href="https://dwes.copernicus.org/preprints/6/79/2013/dwesd-6-79-2013.pdf">The full text article is available as a PDF file from https://dwes.copernicus.org/preprints/6/79/2013/dwesd-6-79-2013.pdf</self-uri>
<abstract>
<p>The object of this paper is to provide a flowmeter data
validation/reconstruction methodology that determines the annual economic
and hydraulic efficiency of a water transport network. In this paper, the
case of Aigües Ter Llobregat (ATLL) company, that is in charge of
managing the 80% of the overall water transport network in Catalonia
(Spain), will be used for illustrating purposes. The economic/hydraulic
network efficiency is based on the daily data set collected by the company
using about 200 flowmeters of the network. The data collected using these
sensors are used by the remote control and information storage systems and
they are stored in a relational database. All the information provided by
ATLL is analyzed to detect inconsistent data using an automatic data
validation method deployed in parallel with the evaluation of the network
efficiency. As a result of the validation process, corrections of flow
measurements and of the volume of billed water are introduced. The results
of the ATLL water transport network obtained during year 2010 will be used
to illustrate the approach proposed in this paper.</p>
</abstract>
<counts><page-count count="17"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple">Blanch, J., Puig, V., Saludes, J., and Joseba, Q.: ARIMA Models for data consistency of Flowmeters in water distribution networks, 7th IFAC Symposium on Fault detection, Supervision and Safety of technical processes, 480–485, 2009.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Burnell, D.: Auto-validation of district meter data,  in: Advances in Water Supply Management, edited by: Maksimovic, C.,  Memon, F. A., and Butler, D., Swets &amp; Zeitlinger P., the Netherlands, 2003.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Lambert, A.: Assessing non-revenue water and its components: a practical approach, Water 21, International Water Association, August 2003.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Quevedo, J., Blanch, J., Saludes, J., Puig, V., and Espin, S.: Methodology to determine the drinking water transport network efficiency based on interval computation of annual performance, Water Loss Conference 2009, Cape Town, May 2009.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Quevedo, J., Puig, V., Cembrano, G., and Blanch, J.: Validation and reconstruction of flowmeter data in the Barcelona water distribution network, Control Eng. Pract., 18, 640–651, 2010a.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Quevedo, J., Blanch, J., Puig, V., Saludes, J., Espin, S., and Roquet, J.: Methodology of a data validation and reconstruction tool to improve the reliability of the water network supervision, Water Loss Conference 2010, Sao Paulo, Brazil, 2010b.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Tsang, K.: Sensor data validation using gray models, ISA Trans., 42, 9–17, 2003.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">UNE, 2004: UNE 500540, Redes de estaciones meteorológicas automáticas: directrices para la validación de registros meteorológicos procedentes de redes de estaciones automáticas: validación en tiempo real, AENOR, 2004.</mixed-citation>
</ref>
</ref-list>
</back>
</article>