在复杂的地质条件下研究回收采矿面的气体外流模式和外流预测模型
Yi Sun1, Lulin Zheng2,3, Hong Lan4
1Mining College, Guizhou University, Guiyang, 550025, China.
Scientific reports
|July 15, 2025
概括
断层结构显著影响煤矿的煤气排放. 靠近断层增加压力和气体迁移,需要先进的安全预测模型.
科学领域:
- 地质工程是地质工程.
- 矿业安全 矿业安全
- 计算地质科学计算地质科学
背景情况:
- 煤矿中的异常气体排放是一个主要的安全和效率问题,特别是在复杂的地质条件下.
- 已知断层结构会影响气体迁移模式,但它们的确切影响需要详细调查.
研究的目的:
- 研究断层结构对煤矿区气体迁移的影响.
- 开发一个气体排放的预测模型,考虑故障引起的影响.
主要方法:
- 使用COMSOL多物理软件创建了一个具有断层特征的二维地质模型.
- 模拟分析了不同距离断层的气体运动,以了解分散因子.
- 开发了一个预测模型,整合了故障诱导的气体迁移效应,并与其他模型进行了验证.
主要成果:
- 压力度在断层附近加剧,在50米处达到39MPa,而在100米处达到21MPa.
- 气体压力和迁移速度在接近断层 (50米对100米) 时显著增加.
- 在断层附近的煤层破裂加剧了矿山面的气体外流.
结论:
- 断层的接近极大地影响压力,气体压力和迁移速度,加剧了气体排放.
- KPCA-WOA-BP神经网络模型提供了准确和高效的气体排放预测.
- 这种预测能力对于提高复杂地质矿山的安全性和运营效率至关重要.
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