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Using Pile Reinforcement to Mitigate Multimodal Sl ...
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The paper presents a three-dimensional method for evaluating pile-reinforced slopes that may have multiple potential failure modes. It couples finite element analysis (FEM) of pile–soil interaction with limit equilibrium analysis (LEM). FEM estimates the piles’ axial and lateral reactions based on the direction and depth of each slip surface; these reactions are then incorporated into the LEM factor-of-safety calculation.<br /><br />To identify multiple critical slip surfaces in a single model, the study uses multimodal optimization (MMO), based on a locally informed particle swarm algorithm with a distance filter to distinguish separate failure regions. This contrasts with conventional unimodal optimization (UMO), which searches for only the single lowest factor of safety.<br /><br />In the numerical example, an unreinforced, layered slope showed distinct critical regions near the center and top. Piles were added in both areas. UMO identified a central failure surface with a factor of safety of 1.44, while MMO found two distinct failure modes with approximately the same factor of safety. The results demonstrate that assessing only the single critical surface may overlook other potentially important failure mechanisms.<br /><br />The study concludes that combining MMO with coupled FEM–LEM analysis helps evaluate multiple failure regions and accounts for pile reactions that vary with slip-surface location and direction, rather than assuming a constant support force.
Keywords
pile-reinforced slopes
finite element analysis
limit equilibrium analysis
multimodal optimization
particle swarm algorithm
slip surface
factor of safety
pile-soil interaction
failure modes
slope stability
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