Recent advancement of concrete dam health monitoring technology: A systematic literature review

G Prakash, R Dugalam, M Barbosh, A Sadhu - Structures, 2022 - Elsevier
The health monitoring of dams has become a topic of paramount importance to maintain the
sustainability and resiliency of our society. The dam health monitoring (DHM) models …

A critical review of statistical model of dam monitoring data

X Liu, Z Li, L Sun, EY Khailah, J Wang, W Lu - Journal of Building …, 2023 - Elsevier
This paper comprehensively reviews the origin, history, development, applications, and
prospects of statistical modeling in the field of dam safety monitoring. The review covers the …

Towards high-precision data modeling of SHM measurements using an improved sparse Bayesian learning scheme with strong generalization ability

QA Wang, Y Dai, ZG Ma, JF Wang… - Structural Health …, 2024 - journals.sagepub.com
Central to structural health monitoring (SHM) is data modeling, manipulation, and
interpretation on the basis of a sophisticated SHM system. Despite continuous evolution of …

Reconstruction of structural long-term acceleration response based on BiLSTM networks

Y Lu, L Tang, C Chen, L Zhou, Z Liu, Y Liu, Z Jiang… - Engineering …, 2023 - Elsevier
Reconstructing lost dynamic responses is significant for structural condition assessment in
structural health monitoring (SHM). Current advanced methods usually employ deep …

Gaussian process regression-based forecasting model of dam deformation

C Lin, T Li, S Chen, X Liu, C Lin, S Liang - Neural Computing and …, 2019 - Springer
The displacement at various measurement points is a critical indicator that can intuitively
reflect the operational properties of a dam. It is important to analyse displacement monitoring …

A robust prediction model for displacement of concrete dams subjected to irregular water‐level fluctuations

Q Ren, M Li, H Li, L Song, W Si… - Computer‐Aided Civil and …, 2021 - Wiley Online Library
Monitoring and predicting the displacement of concrete dams is one of the most crucial
considerations for ensuring their long‐term safe operation. Most existing models are …

Data-based model with EMD and a new model selection criterion for dam health monitoring

K Bian, Z Wu - Engineering Structures, 2022 - Elsevier
Data-based models are extensively applied in concrete dam health monitoring. In this paper,
the Empirical Mode Decomposition (EMD) is adopted to extract and visualize the irreversible …

Displacement model for concrete dam safety monitoring via Gaussian process regression considering extreme air temperature

F Kang, J Li - Journal of Structural Engineering, 2020 - ascelibrary.org
Structural health monitoring models provide important information for safety control of large
dams. The main challenge in developing an accurate dam behavior prediction model lies in …

Streamlined particle filtering of phase-based magnified videos for quantified operational deflection shapes

NA Valente, A Sarrafi, Z Mao, C Niezrecki - Mechanical Systems and Signal …, 2022 - Elsevier
Non-contact optical measurements are commonly used in industrial and research domains
to obtain displacement measurements. This can be attributed to their noninvasive …

Health assessment of dams under various environmental conditions using structural health monitoring techniques: a state-of-art review

A Sivasuriyan, DS Vijayan, R Munusami… - … Science and Pollution …, 2021 - Springer
Over a while, changes in the environment, such as climate, weather, pollution, will have a
more significant impact on the structures in different ways. Hence, continuous monitoring of …