Dynamic Reliability-Based Design of Slopes in Spatially Variable Soils Based on an Inverse FORM

被引:0
|
作者
Liu, Xian [1 ]
Liu, Yadong [1 ]
Li, Xueyou [1 ]
Yang, Zhiyong [1 ]
机构
[1] Sun Yat Sen Univ, Sch Civil Engn, Guangzhou, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Slope angle; Dynamic reliability-based design; Spatial variability; Probabilistic inverse analysis; Inverse first order reliability method;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Reliability-based design (RBD) of slopes is a classic problem in geotechnical engineering. The objective is to find an optimal slope angle that meets the safety requirement for a given target reliability index (or target failure probability). Many probabilistic methods have been adopted in RBD to account for uncertainties involved in slopes, but they are often criticized for the low computational efficiency as numerous deterministic slope stability analyses are inevitably required. Meanwhile, few research studies had focused on the dynamic RBD of slopes when more site exploration data are progressively collected. To address these issues, this paper proposes a framework of the dynamic RBD of slopes. A cohesive slope is investigated as an example to illustrate the proposed method. First, the non-Gaussian random fields of soil shear strength parameters are discretized using the midpoints method based on the prior statistics, and the preliminary reliability-based design of slope angle is carried out using an inverse first-order reliability method (IFORM). Then, the Bayesian Updating with Structural reliability method (BUS) is employed to conduct the probabilistic inverse analyses of soil parameters with more available site-specific data. At last, the updated design of slope angles meeting the target reliability index can be acquired based on the IFORM. The results show that the proposed methodology can obtain a reliable informational design of slope angle with increasing site-specific data and can act as a practical and effective tool for the dynamic RBD of slopes in spatially variable soils.
引用
收藏
页码:85 / 95
页数:11
相关论文
共 50 条
  • [1] Reliability-Based Design of Spatially Variable Undrained Slopes
    Faour, Ghina
    Najjar, Shadi
    [J]. GEOTECHNICAL SAFETY AND RISK V, 2015, : 722 - 729
  • [2] Reliability-Based Structural Design of Retaining Walls Supporting Spatially Variable Soils
    Tarhini, Batoul
    Kahiel, Ahmad
    Najjar, Shadi
    Sadek, Salah
    [J]. ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART A-CIVIL ENGINEERING, 2022, 8 (03)
  • [3] Reliability-based design of slope angles for spatially varying slopes based on inverse first-order reliability method
    Jiang S.-H.
    Liu X.
    Huang F.-M.
    Huang J.-S.
    Zhou C.-B.
    [J]. Yantu Gongcheng Xuebao/Chinese Journal of Geotechnical Engineering, 2021, 43 (07): : 1245 - 1252
  • [4] Efficient reliability-based design of slope angles in spatially variable soils with field data
    Jiang, Shui-Hua
    Liu, Xian
    Huang, Jinsong
    Zhou, Chuang-Bing
    [J]. INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS, 2022, 46 (13) : 2461 - 2490
  • [5] Reliability-Based Design of Spatially Random Two-Layered Clayey Slopes
    Reem Jaber
    Shadi Najjar
    Salah Sadek
    [J]. Geotechnical and Geological Engineering, 2022, 40 : 4563 - 4583
  • [6] Reliability-Based Design of Spatially Random Two-Layered Clayey Slopes
    Jaber, Reem
    Najjar, Shadi
    Sadek, Salah
    [J]. GEOTECHNICAL AND GEOLOGICAL ENGINEERING, 2022, 40 (09) : 4563 - 4583
  • [7] Reliability Based Design Charts for Spatially Variable MSW Landfill Slopes
    Raghuram, Ammavajjala Sesha Sai
    Raviteja, K. V. N. S.
    Basha, B. Munwar
    Moghal, Arif Ali Baig
    [J]. ENGINEERING, MONITORING, AND MANAGEMENT OF GEOTECHNICAL INFRASTRUCTURE (GEO-CONGRESS 2020 ), 2020, (316): : 696 - 706
  • [8] Reliability-based design in spatially variable soils using deep learning: an illustration using shallow foundation
    Wang, Ze Zhou
    Goh, Siang Huat
    Zhang, Wengang
    [J]. GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS, 2023, 17 (02) : 423 - 437
  • [9] A methodology for reliability-based design of rock slopes
    Duzgun, HSB
    Yucemen, MS
    Karpuz, C
    [J]. ROCK MECHANICS AND ROCK ENGINEERING, 2003, 36 (02) : 95 - 120
  • [10] A Methodology for Reliability-Based Design of Rock Slopes
    H. S. B. Duzgun
    M. S. Yucemen
    C. Karpuz
    [J]. Rock Mechanics and Rock Engineering, 2003, 36 : 95 - 120