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System reliability analysis of layered soil slopes using fully specified slip surfaces and genetic algorithms

机译:使用完全指定的滑动面和遗传算法的层状土质边坡系统可靠性分析

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摘要

This paper presents a new approach to identify the fully specified representative slip surfaces (RSSs) of layered soil slopes and to compute their system probability of failure, Pf,s. Spencer's method is used to compute the factors of safety of trial slip surfaces, and the First Order Reliability Method (FORM) is employed to efficiently evaluate their reliability. A custom-designed Genetic Algorithm (GA) is developed to search all the RSSs in only one GA optimization. Taking advantage of the system aspects of the problem, such RSSs are then employed to estimate the reliability of the slope system, and a proposed linearization approach-based on first or second order (FORM or SORM) reliability information about the identified RSSs-is used to efficiently estimate Pf,s. Three typical benchmark-slopes with layered soils are adopted to demonstrate the efficiency, accuracy and robustness of the suggested procedure, and advantages of the proposed method with respect to alternative methods are discussed. Results show that the proposed approach provides reliability estimates that improve previously published results, emphasizing the importance of finding good RSSs-and, specially, good (probabilistic) critical slip surfaces that might be circular or non-circular-to obtain good estimations of the reliability of soil slope systems.
机译:本文提出了一种新方法,可以识别层状土质边坡的完全指定的代表性滑动面(RSS),并计算其系统破坏的概率Pf,s。用Spencer方法计算试滑表面的安全系数,并采用一阶可靠性方法(FORM)来有效评估其可靠性。开发了一种定制设计的遗传算法(GA),以仅通过一次GA优化来搜索所有RSS。充分利用问题的系统方面,然后使用此类RSS来估计坡度系统的可靠性,并使用基于有关已标识RSS的一阶或二阶(FORM或SORM)可靠性信息的建议线性化方法有效地估计Pf,s。采用三种典型的带分层土壤的基准坡度来证明所建议程序的效率,准确性和鲁棒性,并讨论了所提出方法相对于替代方法的优势。结果表明,所提出的方法提供了可改善先前发表结果的可靠性估计,强调了找到良好的RSS(尤其是可能为圆形或非圆形的(概率)临界滑动表面)以获得良好的可靠性估计的重要性。土坡系统。

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