Dam Deformation Data Preprocessing with Optimized Variational Mode Decomposition and Kernel Density Estimation

Dam Deformation Data Preprocessing with Optimized Variational Mode Decomposition and Kernel Density Estimation

Deformation is one of the critical response quantities reflecting the structural safety of dams. To enhance outlier identification and denoising in dam deformation monitoring data, this study proposes a novel preprocessing method based on optimized Variational Mode Decomposition (VMD) and Kernel Den...

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Bibliographic Details
Main Authors: Siyu Chen, Chaoning Lin, Yanchang Gu, Jinbao Sheng, Mohammad Amin Hariri-Ardebili
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Remote Sensing
Subjects:
dam deformation
GNSS
optimized variational mode decomposition
parallel Jaya algorithm
data preprocessing
Online Access:https://www.mdpi.com/2072-4292/17/4/718

Internet

https://www.mdpi.com/2072-4292/17/4/718

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