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基于三维地质模型的寺家庄煤矿透明地质保障系统研究

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基于不规则三角网(TINs)的三维地质建模往往会产生不捕捉地层属性的确定性模型,为此,提出了一种结合概率分析和随机模拟的方法来建立三维TIN地质模型,构成煤矿透明地质保障系统.首先,生成地层的马尔可夫链序列,并将其与钻孔的相关性相结合,得到虚拟钻孔的转移概率矩阵,然后使用该矩阵来描述地层变化的概率.其次,构建了地层厚度的概率模型,利用TIN算法建立整体概率模型,并加入验证钻孔对虚拟钻孔进行调整,得到研究区的最大概率模型.通过多源煤矿地质体的总体概率模型和最大概率模型来分析和可视化地层形态,从而构成了煤矿透明地质保障系统,并在山西地区进行了工程验证.结果表明,所提出的建模方法有效地可视化了地层形态并量化了地层的不确定性.
Research on Transparent Geological Safeguard System of Sijiazhuang Coal Mine Based on Three-Dimensional Geological Modeling
Three-dimensional geological modeling based on triangulated irregular networks(TIN)often produces deterministic models that do not capture geological properties.Therefore,a method combining probability analysis and random simulation is proposed to establish a three-dimensional TIN geological model and form a transparent geological security system for coal mines.Firstly,generate a Markov chain sequence of the formation and combine it with the correlation of the borehole to obtain the transition probability matrix of the virtual borehole.Then,use this matrix to describe the probability of formation changes.Secondly,a probability model of formation thickness was constructed,and an overall probability model was established using the TIN algorithm.Validation drilling was added to adjust the virtual drilling to obtain the maximum probability model of the study area.The overall probability model and maximum probability model of multi-source coal mine geological bodies were used to analyze and visualize the geological morphology,thus forming a transparent geological guarantee system for coal mines,which was verified in engineering in Shanxi region.The results indicate that the proposed modeling method effectively visualizes the formation morphology and quantifies the uncertainty of the formation.

three-dimensional geological modelingprobabilistic modelMarkov chainMonte Carlo simulation

谢俊、陈登金、王红伟、崔志刚

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潞安化工寺家庄煤业有限责任公司,山西 晋中 045300

三维地质建模 概率模型 马尔科夫链 蒙特卡洛模拟

2024

自动化应用
重庆西南信息有限公司

自动化应用

影响因子:0.156
ISSN:1674-778X
年,卷(期):2024.65(18)