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巷道围岩失稳破坏多参量融合演化及协同评价模型

Multi-parameter fusion evolution and collaborative evaluation model for roadway surrounding rock instability failure

  • 摘要: 为深入探究深部煤炭开采中巷道围岩冲击破坏的多参量响应特征与协同演化规律,解决冲击地压致灾规律分析与精准预警的行业难题,依托自主研发的深部煤岩冲击地压多功能物理模拟试验系统,选取800 m深部地应力水平开展单向应力扰动相似模拟试验,同步精准监测应力、声发射、电磁辐射、红外辐射等多源参量,系统分析巷道围岩冲击破坏的动力行为及各参量的动态响应特征,并基于主成分分析法构建力-声-电-热多参量协同评价模型。研究过程中对试验数据进行线性函数归一化处理,消除量纲影响实现多参量统一尺度下的信息融合,再通过多项式函数和有理数函数完成归一化数据的量化表征。结果表明,声发射计数峰值与累计计数的非线性陡增、电磁辐射幅值与能量的同步突增、红外辐射温度的波动上升等特征,均与围岩平静期、颗粒弹射期、块状剥落期、全面破坏期的宏观破坏过程高度对应,验证了力-声-电-热多参量融合分析的可行性。所构建的综合协同评价模型曲线在围岩破坏后期呈现显著非线性增长趋势,可有效反映巷道围岩冲击破坏的突发性与能量参数急剧释放的特性,精准量化冲击破坏过程的多源信息。该研究揭示了深部巷道冲击破坏“应力积聚-能量释放-失稳破坏”的内在机理,为深部巷道冲击地压的多参量监测、特征识别及精准预警提供了重要的理论参考与技术支撑,也为深部冲击地压致灾规律研究提供了可靠的物理模拟试验方法。

     

    Abstract: To further explore the multi-parameter response characteristics and synergistic evolution laws of roadway surrounding rock impact failure during deep coal mining and solve the industrial challenges in analyzing the disaster-causing laws and realizing precise early warning of rock bursts, unidirectional stress disturbance similarity simulation tests are conducted under deep in-situ stress levels corresponding to 800m by virtue of a self-developed multifunctional physical simulation test system for deep coal-rock rock bursts. Multiple source parameters including stress, acoustic emission, electromagnetic radiation and infrared radiation are monitored synchronously and accurately, and the dynamic behavior of roadway surrounding rock under impact failure and the dynamic response characteristics of each parameter are analyzed systematically. A mechanical-acoustic-electrical-thermal multi-parameter synergistic evaluation model is established based on principal component analysis. In the research process, linear function normalization is applied to the test data to eliminate the influence of dimension and realize information fusion of multiple parameters under a unified scale, and then polynomial functions and rational functions are adopted to complete the quantitative characterization of the normalized data. The results show that the characteristics including the nonlinear sharp increase in acoustic emission count peak and cumulative count, the synchronous abrupt rise in electromagnetic radiation amplitude and energy, and the fluctuating increase in infrared radiation temperature are highly consistent with the macroscopic failure processes of surrounding rock in the quiet stage, particle ejection stage, block spalling stage and comprehensive failure stage, which verifies the feasibility of mechanical-acoustic-electrical-thermal multi-parameter fusion analysis. The curve of the constructed comprehensive synergistic evaluation model presents a significant nonlinear growth trend in the later stage of surrounding rock failure, which can effectively reflect the suddenness of roadway surrounding rock impact failure and the characteristic of sharp release of energy parameters, and accurately quantify the multi-source information during the impact failure process. This research reveals the internal mechanism of "stress accumulation-energy release-instability failure" for deep roadway impact failure, provides important theoretical reference and technical support for multi-parameter monitoring, characteristic identification and precise early warning of rock bursts in deep roadways, and also offers a reliable physical simulation test method for the study on the disaster-causing laws of deep rock bursts.

     

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