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Deformation Activity Analysis of a Ground Fissure Based on Instantaneous Total Energy
This study proposes a novel instantaneous total energy method to perform an activity analysis of ground fissures deformation, which is calculated by integrating the extreme-point symmetric mode decomposition (ESMD) method and kinetic energy based on the time-series displacement acquired by shape acc...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6603624/ https://www.ncbi.nlm.nih.gov/pubmed/31181752 http://dx.doi.org/10.3390/s19112607 |
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author | Liu, Xianglei Su, Shan Ma, Jing Yang, Wanxin |
author_facet | Liu, Xianglei Su, Shan Ma, Jing Yang, Wanxin |
author_sort | Liu, Xianglei |
collection | PubMed |
description | This study proposes a novel instantaneous total energy method to perform an activity analysis of ground fissures deformation, which is calculated by integrating the extreme-point symmetric mode decomposition (ESMD) method and kinetic energy based on the time-series displacement acquired by shape acceleration array (SAA) sensors. The proposed method is tested on the Xiwang Road fissure in Beijing, China. First, to fully monitor the hanging wall and footwall of the monitored ground fissure, a 4 m-long SAA in the vertical direction and an 8 m-long SAA in the horizontal direction were embedded in a ground fissure to obtain an accurate time-series displacement with an accuracy of ±1.5 mm/32 m and a displacement acquisition frequency of once an hour. Second, to improve the accuracy of the activity analysis, the ESMD method and Spearman’s rho are applied to perform signal denoising of the original time-series displacement obtained by the SAA sensors. Finally, the instantaneous total energy is obtained to analyze the activity of the monitored ground fissure. The results demonstrate that the proposed method is more reliable to reflect the activity of a monitored ground fissure compared to the time-series displacement. |
format | Online Article Text |
id | pubmed-6603624 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-66036242019-07-17 Deformation Activity Analysis of a Ground Fissure Based on Instantaneous Total Energy Liu, Xianglei Su, Shan Ma, Jing Yang, Wanxin Sensors (Basel) Article This study proposes a novel instantaneous total energy method to perform an activity analysis of ground fissures deformation, which is calculated by integrating the extreme-point symmetric mode decomposition (ESMD) method and kinetic energy based on the time-series displacement acquired by shape acceleration array (SAA) sensors. The proposed method is tested on the Xiwang Road fissure in Beijing, China. First, to fully monitor the hanging wall and footwall of the monitored ground fissure, a 4 m-long SAA in the vertical direction and an 8 m-long SAA in the horizontal direction were embedded in a ground fissure to obtain an accurate time-series displacement with an accuracy of ±1.5 mm/32 m and a displacement acquisition frequency of once an hour. Second, to improve the accuracy of the activity analysis, the ESMD method and Spearman’s rho are applied to perform signal denoising of the original time-series displacement obtained by the SAA sensors. Finally, the instantaneous total energy is obtained to analyze the activity of the monitored ground fissure. The results demonstrate that the proposed method is more reliable to reflect the activity of a monitored ground fissure compared to the time-series displacement. MDPI 2019-06-08 /pmc/articles/PMC6603624/ /pubmed/31181752 http://dx.doi.org/10.3390/s19112607 Text en © 2019 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 Liu, Xianglei Su, Shan Ma, Jing Yang, Wanxin Deformation Activity Analysis of a Ground Fissure Based on Instantaneous Total Energy |
title | Deformation Activity Analysis of a Ground Fissure Based on Instantaneous Total Energy |
title_full | Deformation Activity Analysis of a Ground Fissure Based on Instantaneous Total Energy |
title_fullStr | Deformation Activity Analysis of a Ground Fissure Based on Instantaneous Total Energy |
title_full_unstemmed | Deformation Activity Analysis of a Ground Fissure Based on Instantaneous Total Energy |
title_short | Deformation Activity Analysis of a Ground Fissure Based on Instantaneous Total Energy |
title_sort | deformation activity analysis of a ground fissure based on instantaneous total energy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6603624/ https://www.ncbi.nlm.nih.gov/pubmed/31181752 http://dx.doi.org/10.3390/s19112607 |
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