富含水量评估方法和粘性岩层水库在采矿屋顶的应用
Mei Qiu1,2, Zhendong Shao3,4, Weiqiang Zhang5
1College of Earth Sciences and Engineering, Shandong University of Science and Technology, Qingdao, 266590, China. skd995570@sdust.edu.cn.
Scientific reports
|March 19, 2024
概括
评估煤层屋顶含水层的丰富水量对于防止水冲击灾害至关重要. 这项研究开发了一种结合多种方法的新模型,以准确评估含水层水的丰富性和预测风险.
科学领域:
- 地质地质地质地质地质地
- 采矿工程 采矿工程 采矿工程
- 水文地质学 水文地质学
背景情况:
- 煤层屋顶中的粘性岩层含水层是主要的水源,直接影响屋顶水冲入风险.
- 准确评估地下水层的水含量是煤层屋顶防水灾害的基础.
研究的目的:
- 开发和验证一个新的评价模型,用于煤层屋顶中的粘性岩层含水层的水含量.
- 使用导水断裂区域高度来确定水富评估的空间范围.
主要方法:
- 结合经验公式和通用回归神经网络 (GRNN) 来计算导水断裂区域高度.
- 采用组合权重方法 (分析层次过程,粗略的集合理论,最小偏差) 进行因子权重.
- 利用不确定的测量和信任识别标准来构建水丰度评估模型.
主要成果:
- 确定了关键的控制因素:砂岩地板深度,易碎岩石比率,岩石结构指数,断层强度和断层密度.
- 成功地将研究区分为三个不同的水资源丰富区:弱,中,强.
- 通过将预测的水产区与实际的水冲入点和工地水流入量进行比较来验证模型.
结论:
- 开发的评估模型在评估岩水库水富度方面表现出高的准确性和有效性.
- 该模型提供了一种可靠的方法来预测水产区,这对于煤矿安全至关重要.
- 这项研究提供了一种新的方法来评估在采矿操作中屋顶含水层的水含量.
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