Multiscale Stochastic Modeling of Backward Erosion Piping Initiation, From Grain Kinetics to Weibull Statistics. Part II: Model Validation and Applications

ABSTRACT Backward erosion piping (BEP) is a leading internal erosion mechanism for flood protection system failures. A model capable of predicting critical hydraulic conditions for BEP initiation at multiple scales while also incorporating soil variability is a pressing need. This study formulates and validates a novel multiscale probabilistic BEP initiation framework with incorporation of soil variability. The framework is based on a grain‐scale probabilistic model and the weakest link theory, and the theory of rate processes. The multiscale framework proposed herein is validated through a wide range of available experimental data from independent sources, encompassing tests performed at multiple scales. Following calibration with small‐scale experimental data, the model demonstrates accurate prediction of critical hydraulic gradients at larger scales (3–6 orders of magnitude difference), including the ability to capture the grain size dependence of BEP initiation and providing uncertainty estimates. A systematic analysis is performed to uncover the effects of different soil properties on multiscale critical hydraulic conditions.

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Publication Details

Journal
International Journal for Numerical and Analytical Methods in Geomechanics
Published
2024-12-28
DOI
https://doi.org/10.1002/nag.3930
Citations
2
Primary Topic
Dam Engineering and Safety
Type
article
Field-Weighted Citation Impact
0.52

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article

Multiscale Stochastic Modeling of Backward Erosion Piping Initiation, From Grain Kinetics to Weibull Statistics. Part II: Model Validation and Applications

Caglar Oskay, Alessandro Fascetti, Zhijie Wang
2 citations
International Journal for Numerical and Analytical Methods in Geomechanics
Dam Engineering and Safety
0.52
article

Multiscale Stochastic Modeling of Backward Erosion Piping Initiation, From Grain Kinetics to Weibull Statistics. Part II: Model Validation and Applications

Caglar Oskay, Alessandro Fascetti, Zhijie Wang
article en
2 citations

Abstract

ABSTRACT Backward erosion piping (BEP) is a leading internal erosion mechanism for flood protection system failures. A model capable of predicting critical hydraulic conditions for BEP initiation at multiple scales while also incorporating soil variability is a pressing need. This study formulates and validates a novel multiscale probabilistic BEP initiation framework with incorporation of soil variability. The framework is based on a grain‐scale probabilistic model and the weakest link theory, and the theory of rate processes. The multiscale framework proposed herein is validated through a wide range of available experimental data from independent sources, encompassing tests performed at multiple scales. Following calibration with small‐scale experimental data, the model demonstrates accurate prediction of critical hydraulic gradients at larger scales (3–6 orders of magnitude difference), including the ability to capture the grain size dependence of BEP initiation and providing uncertainty estimates. A systematic analysis is performed to uncover the effects of different soil properties on multiscale critical hydraulic conditions.

International Journal for Numerical and Analytical Methods in GeomechanicsVol. 49(4)
University of Pittsburgh (US), Vanderbilt University (US)
National Science Foundation, Division of Civil, Mechanical and Manufacturing Innovation
Life in Land
Openalex Percentile: Top 34%
Dam Engineering and Safety
0.52
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Multiscale Stochastic Modeling of Backward Erosion Piping Initiation, From Grain Kinetics to Weibull Statistics. Part II: Model Validation and Applications — Caglar Oskay, Alessandro Fascetti, et al. · International Journal for Numerical and Analytical Methods in Geomechanics (2024) | TGRS Research Map | TGRS