Study on the chaotic behavior of mining rock seepage system

Wan Shiwen , Xu Jinhai , Li Chong
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引用次数: 1

Abstract

One dimensional non-steady, non-Darcy flow of water in a rock stratum was reduced into a system described by six ordinary differential equations involving five controlling parameters. Through response computations and time series analysis, chaotic behavior in the reduced system was discussed in details. Firstly, the dynamical response of the reduced system under a set of parameters was calculated, and the power spectrum of the attractor was obtained through fast Lagrangian transformation; then the phase space was reconstructed by fixing embedding dimension to be 6 and delay time to range from 1 to 20, and the correlation dimension of the attractor was calculated based on the curves under the coordinates of logarithm of correlation integral vs. logarithm of covering radius; and lastly, the Lyapunov indices of the attractor were calculated by using Gram-Schmit’s orthogonalization method. The results show that the power spectrum of the attractor is continuous; the correlation dimension of the attractor is equal to 2.36; among the Lyapunov indices, LE1, LE2, LE3 are positive, LE5, LE6 are negative, and LE4 fluctuates near zero. All the analysis indicates that there may exist chaos in the system of non-steady, non-Darcy flow.

矿山岩体渗流系统混沌行为研究
将岩层中一维非稳态非达西水流简化为包含五个控制参数的六个常微分方程所描述的系统。通过响应计算和时间序列分析,详细讨论了简化后系统的混沌行为。首先,计算了一组参数下约简系统的动态响应,并通过快速拉格朗日变换得到了吸引子的功率谱;然后将嵌入维数固定为6,延迟时间固定为1 ~ 20,重构相空间,并根据相关积分对数与覆盖半径对数坐标下的曲线计算吸引子的相关维数;最后,利用Gram-Schmit正交化方法计算了吸引子的Lyapunov指数。结果表明,吸引子的功率谱是连续的;吸引子的相关维数为2.36;在Lyapunov指数中,LE1、LE2、LE3为正,LE5、LE6为负,LE4在零附近波动。分析表明,非定常非达西流系统中可能存在混沌。
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