Reliability Based Underseepage Analysis in Levees Using Monte Carlo Simulation
Publication: Geo-Frontiers 2011: Advances in Geotechnical Engineering
Abstract
Current methods for assessing the potential for unsatisfactory levee performance due to underseepage consist of deterministic seepage analyses and simplified reliability methods. The most common simplified reliability approaches currently being used apply the First-Order Second-Moment Taylor Series method using the U.S. Army Corps of Engineers Blanket Theory Equations as the performance functions. These methods do not reflect a realistic state of nature of the levees and the uncertainty associated with their performance. A new method is proposed that allows modeling the initiation of erosion process with more accurate failure mechanism and more complex subsurface geometry. The method uses finite element analyses to develop a series of equations that define the relationship between the variables and the Factor of Safety (FS). Using these equations, Probability Density Functions (PDF) for variables, and the computer program @Risk, a Monte Carlo analysis is performed to calculate the probability of unsatisfactory performance. Several examples are presented to illustrate the proposed procedure. Multiple regression analyses are performed to assess the relative effect that changes in the input variables have on the FS for the various analyses. The results suggest that uncertainty in the levee geometry has a greater effect on the variation of the FS.
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Copyright
© 2011 American Society of Civil Engineers.
History
Published online: Apr 26, 2012
ASCE Technical Topics:
- Analysis (by type)
- Continuum mechanics
- Design (by type)
- Dynamics (solid mechanics)
- Engineering fundamentals
- Engineering mechanics
- Finite element method
- Geomechanics
- Geometrics
- Geotechnical engineering
- Highway and road design
- Hydraulic engineering
- Hydraulic structures
- Levees and dikes
- Methodology (by type)
- Model accuracy
- Models (by type)
- Monte Carlo method
- Motion (dynamics)
- Numerical methods
- Regression analysis
- Seepage
- Soil mechanics
- Soil properties
- Solid mechanics
- Statistical analysis (by type)
- Uncertainty principles
- Water and water resources
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