基于有限元分析与Monte Carlo模拟的水毁灾害下输气管道可靠度研究

Reliability study of gas pipeline under water damage disaster based on finite element analysis and Monte Carlo

  • 摘要: 水毁灾害影响下,输气管道将面临巨大风险隐患。相较于其他地质灾害,水毁灾害表现为多阶段演变的水土耦合过程。为研究水毁灾害对输气管道可靠度的影响,结合某管道工程构建管水土模型,针对河床下切的水毁破坏形式,利用Fluent-Rocky模块双向耦合,探究相关破坏场景的形成机理。对河道水流冲刷进行数值模拟,明确河床下切的埋地、露管、悬空三阶段的变化过程,通过管土模型多物理场分析确定各阶段相关特征。根据具体受力情况,建立输气管道多场景力学模型,采用有限元软件ANSYS对各场景进行应力分析,根据所得数据集,确定随机变量具体分布,利用蒙特卡洛抽样计算多场景下的可靠度变化。研究发现在不同的破坏场景中,埋地和露管情况下的管道的最大等效应力较小,通过失效功能函数计算的可靠度较高;悬空管道阶段的最大等效应力较大,导致管道可靠度较低。

     

    Abstract: Under the influence of water-related disasters, gas transmission pipelines will face significant risks and hazards. Comparing to other geological disasters, water-induced disasters manifest as water-soil coupling processes, accompanied by multi-stage evolutionary processes. To study the impact of water-induced disasters on the reliability of gas transmission pipelines, a pipeline-water-soil model was constructed based on a specific pipeline project. Focusing on the water-induced destruction form of riverbed incision, the Fluent-Rocky module is used for two-way coupling to investigate the formation mechanisms of relevant destruction scenarios. Numerical simulations of river flow erosion are conducted to clarify the three-stage evolution process of riverbed incision buried, exposed, suspended, and multi-physics field analysis of the pipe-soil model is used to determine the characteristics of each stage. Based on specific loading conditions, a multi-scenario mechanical model of the gas transmission pipeline is established. Finite element software ANSYS is used to perform stress analysis for each scenario. Based on the obtain dataset, the specific distribution of random variables is determined, and Monte Carlo sampling is used to calculate reliability changes under multiple scenarios. The study found that in different failure scenarios, the maximum equivalent stress of pipelines in buried and exposed conditions is relatively low, resulting in higher reliability calculated by failure function. However, the maximum equivalent stress in the suspended pipeline stage is relatively higher, leading to lower pipeline reliability.

     

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