Development of an Online Calculation Tool for Safety Evaluation of Pipes Subjected to Ground Movements

Qian Zheng, Weichen Qiu, Noah Ergezinger, Yong Li, N. Yoosef-Ghodsi, Matt Fowler, S. Adeeb
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Abstract

Underground pipelines are inevitably installed in unstable geohazard areas associated with the possible development of significant ground deformations. Under ground movement, excessive strains can be generated in the pipe wall, which poses a threat to pipeline integrity. This study aims to develop an industry-oriented calculation tool for safety evaluation of pipes subjected to ground movements induced by a variety of nature and construction-related hazards. The tool, comprised of deterministic and reliability-based analyses, is designed within MecSimCalc which is an innovative online platform for creating and sharing web-based Apps for individuals and groups. Calculation flow behind the tool is developed according to a novel method proposed based upon the finite difference method (FDM). Given grid nodes along the pipe, a large set of simultaneous finite-difference equations are constructed based on nonlinear governing differential equations of the Euler-Bernoulli beam under large deflections. The nonlinearities arising from pipe material, pipe-soil interaction, and geometry of the pipe are considered within the model. As unknowns of the finite-difference equations, the axial and lateral displacement of the pipe at each grid node can be obtained using nonlinear equation solvers. This method is utilized to predict the strain demand in the limit state function for reliability-based assessment. Applying stochastic properties for each basic parameter, the probability of failure can be calculated using Monte Carlo Simulation. Meanwhile, the program is compiled using Numba in Python and then optimized by the parallelization technique to enhance computational efficiency.
地面运动下管道安全评估在线计算工具的开发
地下管道不可避免地安装在不稳定的地质灾害地区,这些地区可能发生重大的地面变形。在地下运动下,管壁会产生过大的应变,对管道的完整性构成威胁。本研究旨在开发一种面向工业的计算工具,用于各种自然和施工相关危害引起的地面运动引起的管道安全评估。该工具由确定性和基于可靠性的分析组成,是在MecSimCalc中设计的,MecSimCalc是一个创新的在线平台,用于为个人和团体创建和共享基于web的应用程序。根据基于有限差分法(FDM)提出的一种新方法,开发了刀具背后的计算流程。基于大挠度下欧拉-伯努利梁的非线性控制微分方程,在给定沿管网格节点的情况下,构造了一组大的有限差分方程组。模型考虑了管道材料、管土相互作用和管道几何形状等非线性因素。作为有限差分方程的未知量,可以利用非线性方程求解器求得各网格节点处管道的轴向位移和侧向位移。利用该方法预测极限状态函数下的应变需求,进行可靠性评估。利用每个基本参数的随机特性,可以用蒙特卡罗模拟计算出失效概率。同时,在Python中使用Numba对程序进行编译,并通过并行化技术对程序进行优化,以提高计算效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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