Deformation prediction model of concrete face rockfill dams based on an improved random forest model

The unique structure and complex deformation characteristics of concrete face rockfill dams (CFRDs) create safety monitoring challenges. This study developed an improved random forest (IRF) model for dam health monitoring modeling by replacing the decision tree in the random forest (RF) model with a...

書誌詳細
出版年:	Water Science and Engineering
主要な著者:	Yan-long Li, Qiao-gang Yin, Ye Zhang, Heng Zhou
フォーマット:	論文
言語:	英語
出版事項:	Elsevier 2023-12-01
主題:	Dam health monitoring M5' model tree IRF Monitoring models Settlement prediction
オンライン･アクセス:	http://www.sciencedirect.com/science/article/pii/S1674237023000893

類似資料

Analysis of Deformation Characteristics of Face Rockfill Dam with Crest Overflow in Feigu Reservoir During Operation
著者:: ZHAO Zejin, 等
出版事項: (2022-01-01)

Concrete face rockfill dam located on deformed foundation: stress-strain state
著者:: Sainov Mikhail
出版事項: (2023-12-01)

A Visco-Elasto-Plastic Constitutive Law for Deformation Prediction of High Concrete Face Rockfill Dams
著者:: Francesco Raggi, 等
出版事項: (2024-11-01)

Impact of Reservoir Water Level Changes on Deformation of Shuibuya High Concrete-faced Rockfill Dam
著者:: PAN Jia-jun, HAN Bing, WANG Yan-li, ZUO Yong-zhen, WANG Jun-peng, ZHU Yue
出版事項: (2025-09-01)

Experimental study on overtopping failure of concrete face rockfill dam
著者:: Kunpeng Zhao, 等
出版事項: (2024-12-01)

A Method for Determining the Displacement Monitoring Index for Rockfill Dams Considering Material Uncertainty
著者:: Li Ran, 等
出版事項: (2025-04-01)

Influence of filling sequence of concrete faced rockfill dam on deformation of squeezed sidewall and dam
著者:: Li Hongru, 等
出版事項: (2023-02-01)

Study the Monitoring and Numerical Analyses of Rockfill Dam; Case Study of Marvak Dam in Lorestan, Iran
著者:: Ahmadreza Mazaheri, 等
出版事項: (2020-02-01)

Research on the slip deformation characteristics and improvement measures of concrete-faced rockfill dams on dam foundations with large dip angles
著者:: Jun Gao, 等
出版事項: (2024-04-01)

Monitoring Model of Concrete Dam Deformation Based on Gray Wolf Optimization Algorithm
著者:: CHEN Shuyun, 等
出版事項: (2021-01-01)

Evaluation of behaviors of earth and rockfill dams during construction and initial impounding using instrumentation data and numerical modeling
著者:: Mohammad Rashidi, 等
出版事項: (2017-08-01)

Simulation and Impact Analysis of Flooding Caused by the Break of a Concrete-face Rockfill Dam
著者:: ZHAN Mingqiang, 等
出版事項: (2022-01-01)

A Comprehensive Review of Safety Monitoring Technologies for Concrete Face Rockfill Dams Addressing the Challenges of "Three Highs, One Deep, and One Narrow"
著者:: XIAO Sheng, 等
出版事項: (2025-01-01)

Sensitivity Analysis of E-B model for Axial Zoned Concrete-Faced Rockfill Dam
著者:: WANG Yazhong, 等
出版事項: (2025-03-01)

Sensitivity Analysis of E-B model for Axial Zoned Concrete-Faced Rockfill Dam
著者:: WANG Yazhong, 等
出版事項: (2025-03-01)

Study of Stress and Deformation of High Concrete-Face Rockfill Dam on Steep Slope in Narrow Valley
著者:: HOU Bingling, 等
出版事項: (2022-01-01)

Investigation into Deformation Monitoring of Mosul Dam
著者:: Rasheed Saleem Abed
出版事項: (2014-09-01)

Technical Progress on Researches for the Safety of High Concrete-Faced Rockfill Dams
著者:: Hongqi Ma, 等
出版事項: (2016-09-01)

Finite-element Stress and Deformation Analysis of a Geomembrane Face Rockfill Dam
著者:: ZHAO Yuhao, 等
出版事項: (2022-01-01)

A Combined Safety Monitoring Model for High Concrete Dams
著者:: Chongshi Gu, 等
出版事項: (2022-11-01)

As-Built Inventory and Deformation Analysis of a High Rockfill Dam under Construction with Terrestrial Laser Scanning
著者:: Peiwei Xiao, 等
出版事項: (2022-01-01)

Breach Progression Observation in Rockfill Dam Models Using Photogrammetry
著者:: Geir Helge Kiplesund, 等
出版事項: (2023-03-01)

Model Test on Mechanical and Deformation Property of a Geomembrane Surface Barrier for a High Rockfill Dam
著者:: Haimin Wu, 等
出版事項: (2021-12-01)

Numerical simulation of seismic damage and cracking of concrete slabs of high concrete face rockfill dams
著者:: Wei-jun Cen, 等
出版事項: (2016-07-01)

Research on Deformation Characteristics of Geomembrane in Welding of Membrane Faced Rockfill Dam
著者:: WU Xiuyu, 等
出版事項: (2021-01-01)

PRINCIPAL STRESSES IN NON-LINEAR ANALYSIS OF BAKUN CONCRETE FACED ROCKFILL DAM
著者:: Mohd Hilton Ahmad, 等
出版事項: (2017-11-01)

Numerical Analysis of the Influence of Rheology of Layered Deep Overburden on the Structural Performance of Concrete Face Rockfill Dam Based on Improved Rheological Element Model
著者:: Fan WANG, 等
出版事項: (2024-07-01)

A Novel Inversion Method for Permeability Coefficients of Concrete Face Rockfill Dam Based on Sobol-IDBO-SVR Fusion Surrogate Model
著者:: Hanye Xiong, 等
出版事項: (2024-04-01)

Evaluation of hardening soil model on numerical simulation of behaviors of high rockfill dams
著者:: Pornthap Pramthawee, 等
出版事項: (2011-06-01)

Soil and Rockfill Dams Safety Assessment for Henan Province: Monitoring, Analysis and Prediction
著者:: Hui Liu, 等
出版事項: (2023-08-01)

Analysis and monitoring of the behavior of a rock fill dam ten years after construction: a case study of the Iran-Madani Dam
著者:: Rasoul Farajniya, 等
出版事項: (2024-10-01)

Inferring the Creep Settlement Behavior of Rockfill in Reclaimed Lands by Advanced SAR Interferometry and Numerical Modeling: An Example from Arabian Gulf
著者:: Michele Di Lisa, 等
出版事項: (2020-02-01)

Prediction and Monitoring Model of Concrete Dam Deformation Based on WOA-RFR
著者:: FENG Yu, 等
出版事項: (2024-07-01)

Exploring Purpose-Driven Methods and a Multifaceted Approach in Dam Health Monitoring Data Utilization
著者:: Zhanchao Li, 等
出版事項: (2025-08-01)

A Dam Deformation Residual Correction Method for High Arch Dams Using Phase Space Reconstruction and an Optimized Long Short-Term Memory Network
著者:: Yantao Zhu, 等
出版事項: (2023-04-01)

Settlement of Dam During and End of Construction using Numerical Analysis
著者:: Tri Kurniawati, 等
出版事項: (2024-10-01)

Research on Prediction Model of Earth-rockfill Dam Deformation Based on BP Neural Network
著者:: LIN Zhiyan
出版事項: (2020-01-01)

Non-Deterministic Methods and Surrogates in the Design of Rockfill Dams
著者:: Rajeev Das, 等
出版事項: (2021-04-01)

Research on High Arch Dam Deformation Monitoring Model with Deep Capturing Related Features in Factor-time Dimensions
著者:: XUE Jianghan, 等
出版事項: (2025-01-01)

Detection of Cracks in Arch Dams Using Monitoring Data and Numerical Models
著者:: André Conde, 等
出版事項: (2025-05-01)