Application of Spatiotemporal Hybrid Model of Deformation in Safety Monitoring of High Arch Dams: A Case Study

As an important feature, deformation analysis is of great significance to ensure the safety and stability of arch dam operation. In this paper, Jinping-I arch dam with a height of 305 m, which is the highest dam in the world, is taken as the research object. The deformation data representation metho...

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Main Authors: Chongshi Gu, Xiao Fu, Chenfei Shao, Zhongwen Shi, Huaizhi Su
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/17/1/319
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spelling doaj-fb47237cec7c4e1598f3b4fa83e55dde2020-11-25T01:42:56ZengMDPI AGInternational Journal of Environmental Research and Public Health1660-46012020-01-0117131910.3390/ijerph17010319ijerph17010319Application of Spatiotemporal Hybrid Model of Deformation in Safety Monitoring of High Arch Dams: A Case StudyChongshi Gu0Xiao Fu1Chenfei Shao2Zhongwen Shi3Huaizhi Su4State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, ChinaState Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, ChinaState Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, ChinaState Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, ChinaState Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 210098, ChinaAs an important feature, deformation analysis is of great significance to ensure the safety and stability of arch dam operation. In this paper, Jinping-I arch dam with a height of 305 m, which is the highest dam in the world, is taken as the research object. The deformation data representation method is analyzed, and the processing method of deformation spatiotemporal data is discussed. A deformation hybrid model is established, in which the hydraulic component is calculated by the finite element method, and other components are still calculated by the statistical model method. Since the relationship among the measuring points is not taken into account and the overall situation cannot be fully reflected in the hybrid model, a spatiotemporal hybrid model is proposed. The measured values and coordinates of all the typical points with pendulums of the arch dam are included in one spatiotemporal hybrid model, which is feasible, convenient, and accurate. The model can predict the deformation of any position on the arch dam. This is of great significance for real-time monitoring of deformation and stability of Jinping-I arch dam and ensuring its operation safety.https://www.mdpi.com/1660-4601/17/1/319deformation analysisdata representationspatiotemporal hybrid modelhydraulic componentfinite element method
collection DOAJ
language English
format Article
sources DOAJ
author Chongshi Gu
Xiao Fu
Chenfei Shao
Zhongwen Shi
Huaizhi Su
spellingShingle Chongshi Gu
Xiao Fu
Chenfei Shao
Zhongwen Shi
Huaizhi Su
Application of Spatiotemporal Hybrid Model of Deformation in Safety Monitoring of High Arch Dams: A Case Study
International Journal of Environmental Research and Public Health
deformation analysis
data representation
spatiotemporal hybrid model
hydraulic component
finite element method
author_facet Chongshi Gu
Xiao Fu
Chenfei Shao
Zhongwen Shi
Huaizhi Su
author_sort Chongshi Gu
title Application of Spatiotemporal Hybrid Model of Deformation in Safety Monitoring of High Arch Dams: A Case Study
title_short Application of Spatiotemporal Hybrid Model of Deformation in Safety Monitoring of High Arch Dams: A Case Study
title_full Application of Spatiotemporal Hybrid Model of Deformation in Safety Monitoring of High Arch Dams: A Case Study
title_fullStr Application of Spatiotemporal Hybrid Model of Deformation in Safety Monitoring of High Arch Dams: A Case Study
title_full_unstemmed Application of Spatiotemporal Hybrid Model of Deformation in Safety Monitoring of High Arch Dams: A Case Study
title_sort application of spatiotemporal hybrid model of deformation in safety monitoring of high arch dams: a case study
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1660-4601
publishDate 2020-01-01
description As an important feature, deformation analysis is of great significance to ensure the safety and stability of arch dam operation. In this paper, Jinping-I arch dam with a height of 305 m, which is the highest dam in the world, is taken as the research object. The deformation data representation method is analyzed, and the processing method of deformation spatiotemporal data is discussed. A deformation hybrid model is established, in which the hydraulic component is calculated by the finite element method, and other components are still calculated by the statistical model method. Since the relationship among the measuring points is not taken into account and the overall situation cannot be fully reflected in the hybrid model, a spatiotemporal hybrid model is proposed. The measured values and coordinates of all the typical points with pendulums of the arch dam are included in one spatiotemporal hybrid model, which is feasible, convenient, and accurate. The model can predict the deformation of any position on the arch dam. This is of great significance for real-time monitoring of deformation and stability of Jinping-I arch dam and ensuring its operation safety.
topic deformation analysis
data representation
spatiotemporal hybrid model
hydraulic component
finite element method
url https://www.mdpi.com/1660-4601/17/1/319
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