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Localization of CO(2) Leakage from a Circular Hole on a Flat-Surface Structure Using a Circular Acoustic Emission Sensor Array

Leak localization is essential for the safety and maintenance of storage vessels. This study proposes a novel circular acoustic emission sensor array to realize the continuous CO(2) leak localization from a circular hole on the surface of a large storage vessel in a carbon capture and storage system...

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Detalles Bibliográficos
Autores principales: Cui, Xiwang, Yan, Yong, Guo, Miao, Han, Xiaojuan, Hu, Yonghui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5134610/
https://www.ncbi.nlm.nih.gov/pubmed/27869765
http://dx.doi.org/10.3390/s16111951
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author Cui, Xiwang
Yan, Yong
Guo, Miao
Han, Xiaojuan
Hu, Yonghui
author_facet Cui, Xiwang
Yan, Yong
Guo, Miao
Han, Xiaojuan
Hu, Yonghui
author_sort Cui, Xiwang
collection PubMed
description Leak localization is essential for the safety and maintenance of storage vessels. This study proposes a novel circular acoustic emission sensor array to realize the continuous CO(2) leak localization from a circular hole on the surface of a large storage vessel in a carbon capture and storage system. Advantages of the proposed array are analyzed and compared with the common sparse arrays. Experiments were carried out on a laboratory-scale stainless steel plate and leak signals were obtained from a circular hole in the center of this flat-surface structure. In order to reduce the influence of the ambient noise and dispersion of the acoustic wave on the localization accuracy, ensemble empirical mode decomposition is deployed to extract the useful leak signal. The time differences between the signals from the adjacent sensors in the array are calculated through correlation signal processing before estimating the corresponding distance differences between the sensors. A hyperbolic positioning algorithm is used to identify the location of the circular leak hole. Results show that the circular sensor array has very good directivity toward the circular leak hole. Furthermore, an optimized method is proposed by changing the position of the circular sensor array on the flat-surface structure or adding another circular sensor array to identify the direction of the circular leak hole. Experiential results obtained on a 100 cm × 100 cm stainless steel plate demonstrate that the full-scale error in the leak localization is within 0.6%.
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spelling pubmed-51346102017-01-03 Localization of CO(2) Leakage from a Circular Hole on a Flat-Surface Structure Using a Circular Acoustic Emission Sensor Array Cui, Xiwang Yan, Yong Guo, Miao Han, Xiaojuan Hu, Yonghui Sensors (Basel) Article Leak localization is essential for the safety and maintenance of storage vessels. This study proposes a novel circular acoustic emission sensor array to realize the continuous CO(2) leak localization from a circular hole on the surface of a large storage vessel in a carbon capture and storage system. Advantages of the proposed array are analyzed and compared with the common sparse arrays. Experiments were carried out on a laboratory-scale stainless steel plate and leak signals were obtained from a circular hole in the center of this flat-surface structure. In order to reduce the influence of the ambient noise and dispersion of the acoustic wave on the localization accuracy, ensemble empirical mode decomposition is deployed to extract the useful leak signal. The time differences between the signals from the adjacent sensors in the array are calculated through correlation signal processing before estimating the corresponding distance differences between the sensors. A hyperbolic positioning algorithm is used to identify the location of the circular leak hole. Results show that the circular sensor array has very good directivity toward the circular leak hole. Furthermore, an optimized method is proposed by changing the position of the circular sensor array on the flat-surface structure or adding another circular sensor array to identify the direction of the circular leak hole. Experiential results obtained on a 100 cm × 100 cm stainless steel plate demonstrate that the full-scale error in the leak localization is within 0.6%. MDPI 2016-11-19 /pmc/articles/PMC5134610/ /pubmed/27869765 http://dx.doi.org/10.3390/s16111951 Text en © 2016 by the authors; 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Cui, Xiwang
Yan, Yong
Guo, Miao
Han, Xiaojuan
Hu, Yonghui
Localization of CO(2) Leakage from a Circular Hole on a Flat-Surface Structure Using a Circular Acoustic Emission Sensor Array
title Localization of CO(2) Leakage from a Circular Hole on a Flat-Surface Structure Using a Circular Acoustic Emission Sensor Array
title_full Localization of CO(2) Leakage from a Circular Hole on a Flat-Surface Structure Using a Circular Acoustic Emission Sensor Array
title_fullStr Localization of CO(2) Leakage from a Circular Hole on a Flat-Surface Structure Using a Circular Acoustic Emission Sensor Array
title_full_unstemmed Localization of CO(2) Leakage from a Circular Hole on a Flat-Surface Structure Using a Circular Acoustic Emission Sensor Array
title_short Localization of CO(2) Leakage from a Circular Hole on a Flat-Surface Structure Using a Circular Acoustic Emission Sensor Array
title_sort localization of co(2) leakage from a circular hole on a flat-surface structure using a circular acoustic emission sensor array
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5134610/
https://www.ncbi.nlm.nih.gov/pubmed/27869765
http://dx.doi.org/10.3390/s16111951
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