A Concrete Dam Deformation Prediction Method Based on Mode Decomposition and Self-Attention-Gated Recurrent Unit

Accurate prediction of dam deformation is crucial for structural safety monitoring. For enhancing the prediction accuracy of concrete dam deformation and addressing the issues of insufficient precision and poor stability in existing methods when modeling complex nonlinear time series, a concrete dam...

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Bibliographic Details

Published in:	Buildings
Main Authors:	Qiyang Pan, Yan He, Chongshi Gu
Format:	Article
Language:	English
Published:	MDPI AG 2025-10-01
Subjects:	deformation prediction Variational Mode Decomposition hydrostatic-season-time model Self-Attention-Gated Recurrent Unit signal decomposition K-means clustering
Online Access:	https://www.mdpi.com/2075-5309/15/20/3676