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Developing and implementing new algorithms into the LaModel program for numerical analysis of multiple seam interactions

机译:在LaModel程序中开发和实现新算法,以对多个接缝相互作用进行数值分析

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摘要

Analysis of incidents in underground mining reveals that ground falls, including roof and rib falls, is one of the major sources of injuries and fatalities, however the number of accidents has reduced significantly during recent years (MSHA 2015). For instance, in 2005, around 60% of total fatalities in underground mining were associated with ground falls. This percentage has dropped to 37% in 2015 (MSHA 2015). This significant reduction in underground incidents may be caused by several reasons such as: using advanced technology, advance in computer science, new policies on safety, etc. Development of mathematical methods such as finite element and boundary element methods can be classified under new advanced in computer science provided new computer programs for using in the mining industry. In general, these programs are used as a powerful tools to enhance the safety of mine designs. There are several programs have been developed and each program provides specific features and strengths as well as some specific limitations. The LaModel program was developed based on the displacement discontinuity method and has been successfully used over several years in mining industry.;During the last few years, several features have been added to the LaModel program to increase the ability of the program to analyze the underground coal mines. The new efforts lead to implementation of several new options into the program such as: gob modulus calibration, a local mine stiffness calculation for evaluating the potential of bump, and adding a subsidence calibration technique, and the energy release rate calculation as well as calibration of the model These components increase the analysis ability of the program for several specific conditions.;Enhancing the main algorithm of solution for mines with multiple seams is necessary to help mine design easily. Presently in the LaModel program, the fundamental elliptical, partial-differential equation of the laminated overburden is solved using a finite-difference approach. This finite-difference solution has proven to be fast when solving single seam problems. However, when solving multiple-seam problems, the solution time increases by several orders of magnitude. The multiple-seams model in LaModel are solved by first calculating the seam convergence distribution seam by seam and then calculating the multiple-seam stress between the seams. Calculating and projecting stresses between the seams is the most time consuming process in a Multiple-seam model. In this dissertation, three algorithms have been developed and implemented to improve the efficiency of the multiple-seam calculation in the program. These algorithms include: a new kernel integral formulation, an optimized influence distance algorithm and a double macro element method. These new algorithms have been implemented into the most recent version of LaModel. Initially the algorithms were validated by comparing old model results against new model results. Then, the speed of the new algorithms were benchmarked, both individually and in combination, using 5 different case histories. Finally, the combination of these three algorithms has been implemented into the program and accuracy of the final version has been evaluated. By implementing and using new method, the LaModel program will be more efficient than current version of program in terms of multiple seam computations. It means the model with more details and large size can be solved in less time in comparison with current multiple seam solution. Therefore, the major contribution of the current research in ground control field is improving safety in underground mining in multiple seam reserves.
机译:对地下采矿事故的分析表明,包括屋顶和肋骨坠落在内的地面坠落是造成人员伤亡的主要原因之一,但是近年来事故的数量已大大减少(MSHA 2015)。例如,2005年,地下采矿造成的死亡总数中约有60%与地面坠落有关。 2015年,这一比例已降至37%(MSHA 2015)。地下事故的显着减少可能是由于以下几个原因造成的:使用先进技术,计算机科学的进步,新的安全政策等。有限元法和边界元法等数学方法的发展可以归类为新的先进技术。计算机科学为采矿业提供了新的计算机程序。通常,这些程序用作增强矿井设计安全性的强大工具。已经开发了几个程序,每个程序都提供特定的功能和优点以及一些特定的限制。 LaModel程序是基于位移不连续性方法开发的,并已在采矿业中成功使用了数年。在过去的几年中,LaModel程序已添加了一些功能,以提高程序分析地下资源的能力。煤矿。新的努力导致该程序中实现了几个新选项,例如:料滴模量校准,用于评估碰撞潜力的局部矿山刚度计算,添加沉陷校准技术以及能量释放率计算以及标定。该模型的这些组成部分增加了程序在几种特定条件下的分析能力。目前,在LaModel程序中,使用有限差分方法求解了层状覆盖层的基本椭圆偏微分方程。在解决单缝问题时,这种有限差分解决方案已被证明是快速的。但是,在解决多接缝问题时,解决时间会增加几个数量级。通过首先计算接缝的接缝收敛分布接缝,然后计算接缝之间的多接缝应力,可以解决LaModel中的多接缝模型。在多接缝模型中,计算和投影接缝之间的应力是最耗时的过程。本文开发并实现了三种算法,以提高程序中多缝计算的效率。这些算法包括:新的核积分公式,优化的影响距离算法和双宏元素方法。这些新算法已在LaModel的最新版本中实现。最初,通过将旧模型结果与新模型结果进行比较来验证算法。然后,使用5种不同的案例历史记录,分别对新算法的速度和基准进行了基准测试。最后,这三种算法的组合已在程序中实现,并且评估了最终版本的准确性。通过实施和使用新方法,就多重接缝计算而言,LaModel程序将比当前版本的程序更高效。这意味着与当前的多接缝解决方案相比,可以在更短的时间内解决具有更多细节和较大尺寸的模型。因此,当前在地面控制领域的研究的主要贡献是提高了多煤层储量地下采矿的安全性。

著录项

  • 作者

    Rajaeebaygi, Mehdi.;

  • 作者单位

    West Virginia University.;

  • 授予单位 West Virginia University.;
  • 学科 Mining engineering.;Gender studies.
  • 学位 Ph.D.
  • 年度 2017
  • 页码 111 p.
  • 总页数 111
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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