Application of artificial intelligence-based single and hybrid models in predicting seepage and pore water pressure of dams: A state-of-the-art review

B Beiranvand, T Rajaee - Advances in Engineering Software, 2022 - Elsevier
Failure of earth dams is one of the major challenges of civil engineering, one of the main
causes of which is uncontrolled seepage from the core and foundation of the dam. The use …

[HTML][HTML] A review of artificial intelligence methods for predicting gravity dam seepage, challenges and way-out

PA Garsole, S Bokil, V Kumar, A Pandey… - AQUA—Water …, 2023 - iwaponline.com
Seepage is the phenomenon of water infiltrating through a gravity dam's foundation, causing
erosion and weakening the dam's construction over time. If not properly managed, this can …

Machine learning for better prediction of seepage flow through embankment dams: Gaussian process regression versus SVR and RVM

A Bouchehed, F Laouacheria, S Heddam… - … Science and Pollution …, 2023 - Springer
In the present study, three machine learning methods were applied for predicting seepage
flow through embankment dams, namely (i) support vector regression (SVR), relevance …

Extreme learning machine using improved gradient-based optimizer for dam seepage prediction

L Lei, Y Zhou, H Huang, Q Luo - Arabian Journal for Science and …, 2023 - Springer
Seepage prediction is a vital part of the dam safety monitoring system. Traditional statistical
models ignore the nonlinear characteristics of the measured variables, resulting in poor …

[HTML][HTML] Prediction of seepage flow through earthfill dams using machine learning models

I Rehamnia, AMS Al-Janabi, SS Sammen, BT Pham… - HydroResearch, 2024 - Elsevier
In this study, three machine learning models, namely, the Multilayer Perceptron Neural
Networks (MLPNN), the Generalized Regression Neural Networks (GRNN) and the Radial …

[HTML][HTML] A Simplified Method for Leakage Estimation of Clay Core Dams with Different Groundwater Levels

C Yang, Z Shen, L Xu, H Shen - Water, 2022 - mdpi.com
Clay core dams are widely applied in reservoir construction, regulating water resource and
provide electric power. Leakage is a common problem in reservoir construction, and the …

[HTML][HTML] Spatiotemporal Changes in Precipitation during the Summer Maize Growing Season in the North China Plain and Analysis of Its Causes

W Wang, S Tang, H Han, Y Xu - Atmosphere, 2022 - mdpi.com
The North China Plain is an important summer maize production region in China.
Investigating spatiotemporal variation patterns of precipitation during the summer maize …

[PDF][PDF] Numerical analysis of seepage through earth-fill dams

AMS Al-Janabi - Proceedings of the 4th International Conference on … - academia.edu
Uncontrolled seepage through earth-fill dams may cause of dam failure. Seepage analysis,
therefore, is an essential study required before construction for a safe and sustainable dam …

[PDF][PDF] CONTRIBUIÇÃO DOS VAZAMENTOS NA REDE DE DISTRIBUIÇÃO DE ÁGUA PARA A RECARGA DE AQUÍFERO LIVRE

LAF XAVIER - 2024 - repositorio.ufms.br
Embora haja estudos que mostram que os valores de recarga das águas subterrâneas
podem ser minimizados em ambientes urbanos por causa da redução da infiltração …