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Two Simultaneous Leak Diagnosis in Pipelines Based on Input–Output Numerical Differentiation

This paper addresses the two simultaneous leak diagnosis problem in pipelines based on a state vector reconstruction as a strategy to improve water shortages in large cities by only considering the availability of the flow rate and pressure head measurements at both ends of the pipeline. The propose...

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Detalles Bibliográficos
Autores principales: Navarro-Díaz, Adrián, Delgado-Aguiñaga, Jorge-Alejandro, Begovich, Ofelia, Besançon, Gildas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659479/
https://www.ncbi.nlm.nih.gov/pubmed/34884037
http://dx.doi.org/10.3390/s21238035
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author Navarro-Díaz, Adrián
Delgado-Aguiñaga, Jorge-Alejandro
Begovich, Ofelia
Besançon, Gildas
author_facet Navarro-Díaz, Adrián
Delgado-Aguiñaga, Jorge-Alejandro
Begovich, Ofelia
Besançon, Gildas
author_sort Navarro-Díaz, Adrián
collection PubMed
description This paper addresses the two simultaneous leak diagnosis problem in pipelines based on a state vector reconstruction as a strategy to improve water shortages in large cities by only considering the availability of the flow rate and pressure head measurements at both ends of the pipeline. The proposed algorithm considers the parameters of both leaks as new state variables with constant dynamics, which results in an extended state representation. By applying a suitable persistent input, an invertible mapping in x can be obtained as a function of the input and output, including their time derivatives of the third-order. The state vector can then be reconstructed by means of an algebraic-like observer through the computation of time derivatives using a Numerical Differentiation with Annihilatorsconsidering its inherent noise rejection properties. Experimental results showed that leak parameters were reconstructed with accuracy using a test bed plant built at Cinvestav Guadalajara.
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spelling pubmed-86594792021-12-10 Two Simultaneous Leak Diagnosis in Pipelines Based on Input–Output Numerical Differentiation Navarro-Díaz, Adrián Delgado-Aguiñaga, Jorge-Alejandro Begovich, Ofelia Besançon, Gildas Sensors (Basel) Article This paper addresses the two simultaneous leak diagnosis problem in pipelines based on a state vector reconstruction as a strategy to improve water shortages in large cities by only considering the availability of the flow rate and pressure head measurements at both ends of the pipeline. The proposed algorithm considers the parameters of both leaks as new state variables with constant dynamics, which results in an extended state representation. By applying a suitable persistent input, an invertible mapping in x can be obtained as a function of the input and output, including their time derivatives of the third-order. The state vector can then be reconstructed by means of an algebraic-like observer through the computation of time derivatives using a Numerical Differentiation with Annihilatorsconsidering its inherent noise rejection properties. Experimental results showed that leak parameters were reconstructed with accuracy using a test bed plant built at Cinvestav Guadalajara. MDPI 2021-12-01 /pmc/articles/PMC8659479/ /pubmed/34884037 http://dx.doi.org/10.3390/s21238035 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Navarro-Díaz, Adrián
Delgado-Aguiñaga, Jorge-Alejandro
Begovich, Ofelia
Besançon, Gildas
Two Simultaneous Leak Diagnosis in Pipelines Based on Input–Output Numerical Differentiation
title Two Simultaneous Leak Diagnosis in Pipelines Based on Input–Output Numerical Differentiation
title_full Two Simultaneous Leak Diagnosis in Pipelines Based on Input–Output Numerical Differentiation
title_fullStr Two Simultaneous Leak Diagnosis in Pipelines Based on Input–Output Numerical Differentiation
title_full_unstemmed Two Simultaneous Leak Diagnosis in Pipelines Based on Input–Output Numerical Differentiation
title_short Two Simultaneous Leak Diagnosis in Pipelines Based on Input–Output Numerical Differentiation
title_sort two simultaneous leak diagnosis in pipelines based on input–output numerical differentiation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659479/
https://www.ncbi.nlm.nih.gov/pubmed/34884037
http://dx.doi.org/10.3390/s21238035
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