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Robust geotechnical design of rock bolts for stability of rock slopes using response surface

机译:岩石锚杆的可靠岩土工程设计,利用响应面来稳定岩石边坡

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摘要

Stability of rock slopes in many civil engineering projects involves installation of rock bolts for stabilization. Uncertainty in input parameters that determine the stability of rock slopes may lead to uncertainty in evaluating the factor of safety. Design of installed rock bolts must be optimized for safety requirements, cost efficiency and robustness. A design is considered robust if it is least sensitive to variation in input parameters. A well accepted quantity, Signal-to-Noise Ratio (SNR) is selected to be a robustness measure. Factor of safety of slope is evaluated using commercial software Phase2D. General purpose response surface as a surrogate model to Phase 2D simulation is created to model the system response for various designs. Reliability index for all the designs was calculated from the response surface via Monte Carlo simulations. Further analysis was performed on those designs which satisfy a threshold value of reliability index. A simplified Robust Geotechnical Design (RGD) methodology is adopted in which a number of single objective optimizations were performed to locate the position of acceptable design w.r.t. utopia point in a plot of cost vs. robustness. Finally the global knee point is taken to be the optimum design whose distance is minimum from the utopia point.
机译:在许多土木工程项目中,岩质边坡的稳定性包括安装岩栓以进行稳定。确定岩质边坡稳定性的输入参数的不确定性可能导致评估安全系数的不确定性。必须针对安全要求,成本效率和坚固性对已安装的岩栓的设计进行优化。如果设计对输入参数的变化最不敏感,则认为该设计是可靠的。选择一个公认的数量,即信噪比(SNR)作为鲁棒性度量。使用商业软件Phase2D评估斜坡的安全系数。创建通用响应面作为2D相仿真的替代模型,以对各种设计的系统响应进行建模。通过蒙特卡洛模拟从响应面计算出所有设计的可靠性指标。对满足可靠性指标阈值的那些设计进行了进一步分析。采用简化的稳健岩土工程设计(RGD)方法,其中进行了多个单一目标优化,以找到可接受的设计位置。成本与稳健性关系图中的乌托邦点。最后,全局拐点被认为是最佳设计,其距乌托邦点的距离最小。

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