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    Probabilistic Analysis of a Nailed Wall: Use of the Random Field Theory and Ordered Weighted Averaging Method

    Source: International Journal of Geomechanics:;2024:;Volume ( 024 ):;issue: 012::page 04024293-1
    Author:
    Pooya Dastpak
    ,
    Rita L. Sousa
    ,
    Farzaneh Salles-Najar
    ,
    Sina Javankhoshdel
    ,
    Daniel Dias
    DOI: 10.1061/IJGNAI.GMENG-9887
    Publisher: American Society of Civil Engineers
    Abstract: This study aimed to emphasize the significance of spatial variability in soil strength parameters on the behavior of nailed walls, highlighting the necessity of probabilistic design approaches. The investigation involved a 7.2-m nailed wall reinforced with five nails, simulated using the local average subdivision random field theory combined with the limit equilibrium method and the FEM, known as the random limit equilibrium method (RLEM) and the random finite-element method (RFEM) approaches. Initially, the wall stability was evaluated by RLEM using 10,000 Latin hypercube sampling realizations. The wall was globally stable among all samples for a correlation length equal to its height (7.2 m). The wall behavior, associated displacements, moments, wall shear forces, nail axial forces, and ground settlements were examined using RFEM. The RFEM analysis reveals that different random fields influence the maximum displacement (Hmax), maximum moment (Mmax), and maximum shear force (Vmax) experienced by the wall. The cumulative distribution function plots were generated for the wall critical parameters, including Hmax, Mmax, and Vmax. Leveraging the simple weighted averaging and ordered weighted averaging techniques, different combinations of Hmax, Mmax, and Vmax were assessed with varying weight assumptions. This allowed us to identify critical random field realizations and estimate the level of risk using a newly introduced parameter, the decision index. Finally, the effect of different correlation lengths (isotropic and anisotropic) for two different coefficients of variation of soil strength parameters on the distribution of Hmax, Mmax, and Vmax was studied. The findings highlight the importance of considering the spatial variability of soil properties to achieve a reliable design of nailed walls.
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      Probabilistic Analysis of a Nailed Wall: Use of the Random Field Theory and Ordered Weighted Averaging Method

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    http://yetl.yabesh.ir/yetl1/handle/yetl/4303758
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    contributor authorPooya Dastpak
    contributor authorRita L. Sousa
    contributor authorFarzaneh Salles-Najar
    contributor authorSina Javankhoshdel
    contributor authorDaniel Dias
    date accessioned2025-04-20T09:58:27Z
    date available2025-04-20T09:58:27Z
    date copyright10/10/2024 12:00:00 AM
    date issued2024
    identifier otherIJGNAI.GMENG-9887.pdf
    identifier urihttp://yetl.yabesh.ir/yetl1/handle/yetl/4303758
    description abstractThis study aimed to emphasize the significance of spatial variability in soil strength parameters on the behavior of nailed walls, highlighting the necessity of probabilistic design approaches. The investigation involved a 7.2-m nailed wall reinforced with five nails, simulated using the local average subdivision random field theory combined with the limit equilibrium method and the FEM, known as the random limit equilibrium method (RLEM) and the random finite-element method (RFEM) approaches. Initially, the wall stability was evaluated by RLEM using 10,000 Latin hypercube sampling realizations. The wall was globally stable among all samples for a correlation length equal to its height (7.2 m). The wall behavior, associated displacements, moments, wall shear forces, nail axial forces, and ground settlements were examined using RFEM. The RFEM analysis reveals that different random fields influence the maximum displacement (Hmax), maximum moment (Mmax), and maximum shear force (Vmax) experienced by the wall. The cumulative distribution function plots were generated for the wall critical parameters, including Hmax, Mmax, and Vmax. Leveraging the simple weighted averaging and ordered weighted averaging techniques, different combinations of Hmax, Mmax, and Vmax were assessed with varying weight assumptions. This allowed us to identify critical random field realizations and estimate the level of risk using a newly introduced parameter, the decision index. Finally, the effect of different correlation lengths (isotropic and anisotropic) for two different coefficients of variation of soil strength parameters on the distribution of Hmax, Mmax, and Vmax was studied. The findings highlight the importance of considering the spatial variability of soil properties to achieve a reliable design of nailed walls.
    publisherAmerican Society of Civil Engineers
    titleProbabilistic Analysis of a Nailed Wall: Use of the Random Field Theory and Ordered Weighted Averaging Method
    typeJournal Article
    journal volume24
    journal issue12
    journal titleInternational Journal of Geomechanics
    identifier doi10.1061/IJGNAI.GMENG-9887
    journal fristpage04024293-1
    journal lastpage04024293-17
    page17
    treeInternational Journal of Geomechanics:;2024:;Volume ( 024 ):;issue: 012
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
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