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Article . 2024
License: CC BY
Data sources: Datacite
ZENODO
Article . 2024
License: CC BY
Data sources: Datacite
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Pipeline blockage detection and location using state observers (extended Kalman)

Detección y localización de obstrucciones en una tubería utilizando observadores de estado (Kalman Extendido)
Authors: Guillen Peña, Marcos Leonel; Dulhoste Vivien, Jean François; Besançon, Gildas;

Pipeline blockage detection and location using state observers (extended Kalman)

Abstract

En este trabajo se muestra el modelado matemático de un sistema de tuberías, para ser utilizado en la Detección y Localización de Obstrucciones mediante el uso de Observadores de Estado. Para llevar a cabo el modelado matemático de la tubería, se emplean las ecuaciones de Golpe de Ariete, las cuales son discretizadas utilizando el Método de Colocación. Posteriormente, se aborda la tarea de Detección y Localización de obstrucciones, donde se implementa un observador del tipo Kalman Extendido. Este observador tiene la capacidad de estimar simultáneamente la posición en la tubería (𝒛𝒄) donde se está presentando la obstrucción y el porcentaje de área de obstrucción (𝑨𝒐). El observador presenta un buen desempeño y es sometido a diversas pruebas, incluyendo su utilización en un modelo de tubería discretizado mediante el Método de 

This paper presents the mathematical modeling of a pipeline system that will be used in the detection and location blockages with state observers. The pipeline mathematical modeling is carried out with the Water Hammer Equations, which are discretized using the Collocation Method. Subsequently, the detection and location blockage tasks are addressed, where an extended Kalman observer is implemented. This observer has the ability to simultaneously estimate the pipe position (zc) where blockage is occurring and the blockage area percentage (Ao). The observer presents a good performance and is subjected to several tests, including its use in a pipeline model discretized by the Finite Difference Method. Finally, conclusions and recommendations obtained from the study are presented.

Keywords

Blockages, Extended Kalman, detection, state observer, localization

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
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