用于岩石介质现场地应力模拟的先进三维连续体有限元模型

IF 3.5 2区 计算机科学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Atefeh Dargahizarandi , Hossein Masoumi , Abolfazl Hashemi , Biswachetan Saha , Hamid Roshan
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引用次数: 0

摘要

利用数值模拟技术进行准确的场尺度三维应力反演对于获得地下矿产和能源开采安全高效所需的地应力至关重要。然而,现有的商业软件包在处理大规模三维应力反演模拟和处理包含断层和裂缝的复杂地质模型方面存在不足。这项工作为开发优化的连续体有限元(FE)代码(3DiStress)奠定了基础,以模拟弹性介质中的三维应力状态,能够处理复杂的地质模型。这种计算框架采用了先进的算法和技术,包括通过有效介质理论实现断层建模,通过矢量化和稀疏矩阵存储进行高效的大规模模型处理,超收敛补丁恢复(SPR)精确计算应力,以及使用遗传算法(GA)进行应力反演的迭代边界条件调整。对于大规模模拟,实现了一个有效的求解器,以其对大型稀疏系统的鲁棒处理(Pardiso)而闻名,在工作站和超级计算机上并行高效地求解所得方程组。此外,使用遗传算法进行迭代边界条件调整,以根据现场应力测量校准模型,从而优化应力分布。该计算工具的主要优点包括其精确模拟复杂断层弹性介质的能力,灵活的边界条件优化,以及轻松适应和集成各种算法的能力,使其成为先进地质力学工程应用的资产。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An advanced 3D continuum finite element model for field-scale in-situ stress simulation of rock media
Accurate field-scale three-dimensional (3D) stress inversion using numerical simulation is crucial for obtaining in-situ stresses required for the safety and efficiency of underground minerals and energy resources extraction. However, existing commercial packages fall short in dealing with large-scale 3D stress inversion simulations and handling complex geological models containing faults and fractures. This work lays the foundation for the development of an optimised continuum Finite Element (FE) code (3DiStress) to simulate the 3D stress state in elastic media, capable of handling complex geological models. Such a computational framework employs advanced algorithms and state-of-the-art techniques, including the implementation of fault modelling through the effective medium theory, efficient large-scale model handling via vectorisation and sparse matrix storage, Superconvergent Patch Recovery (SPR) to calculate the stresses precisely, and iterative boundary conditions adjustment using Genetic Algorithm (GA) for stress inversion. For large-scale simulations, an effective solver, renowned for its robust handling of large sparse systems (Pardiso), is implemented to solve the resultant system of equations with high efficiency in parallel on a workstation and supercomputers. Furthermore, an iterative boundary condition adjustment is performed using GA, to calibrate the model against on-site stress measurements, thereby optimising the stress distribution. The principal advantages of this computational tool include its capability to accurately simulate complex faulted elastic media, flexible boundary condition optimisation, and the ability to easily adapt and integrate various algorithms, making it an asset for advanced geomechanical engineering applications.
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来源期刊
Simulation Modelling Practice and Theory
Simulation Modelling Practice and Theory 工程技术-计算机:跨学科应用
CiteScore
9.80
自引率
4.80%
发文量
142
审稿时长
21 days
期刊介绍: The journal Simulation Modelling Practice and Theory provides a forum for original, high-quality papers dealing with any aspect of systems simulation and modelling. The journal aims at being a reference and a powerful tool to all those professionally active and/or interested in the methods and applications of simulation. Submitted papers will be peer reviewed and must significantly contribute to modelling and simulation in general or use modelling and simulation in application areas. Paper submission is solicited on: • theoretical aspects of modelling and simulation including formal modelling, model-checking, random number generators, sensitivity analysis, variance reduction techniques, experimental design, meta-modelling, methods and algorithms for validation and verification, selection and comparison procedures etc.; • methodology and application of modelling and simulation in any area, including computer systems, networks, real-time and embedded systems, mobile and intelligent agents, manufacturing and transportation systems, management, engineering, biomedical engineering, economics, ecology and environment, education, transaction handling, etc.; • simulation languages and environments including those, specific to distributed computing, grid computing, high performance computers or computer networks, etc.; • distributed and real-time simulation, simulation interoperability; • tools for high performance computing simulation, including dedicated architectures and parallel computing.
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