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基于微震时间序列的冲击地压混沌特性分析

陶慧 马小平 乔美英

煤矿安全2012,Vol.43Issue(2):140-143,4.
煤矿安全2012,Vol.43Issue(2):140-143,4.

基于微震时间序列的冲击地压混沌特性分析

Chaos Characteristic Analysis of Microseism Time Series of Rock Burst

陶慧 1马小平 2乔美英1

作者信息

  • 1. 中国矿业大学信息与电气工程学院,江苏徐州221116/河南理工大学电气工程及其自动化学院,河南焦作454000
  • 2. 中国矿业大学信息与电气工程学院,江苏徐州221116
  • 折叠

摘要

Abstract

Because it is a nonlinear dynamic process,chaos characteristic of rock burst is analyzed systematically and thoroughly on microseism time series to laying a foundation for chaotic prediction.chaos characteristic appearance of rock burst is introduced in this paper.In MATLABR2009b environment,taking the time series of microseism accumulative total energy as an example,aperiodicity is confirmed with power spectrum method;the time series is distinguished from the noise signal by the principal components analysis;chaos characteristic of the system is determined by its maximum lyapunov exponent which is greater than zero;correlation dimension calculated describes its chaotic degree.

关键词

冲击地压/混沌/微震/Lyapunov指数/关联维数

Key words

rock burst/chaos/microseism/lyapunov exponent/correlation dimension

分类

矿业与冶金

引用本文复制引用

陶慧,马小平,乔美英..基于微震时间序列的冲击地压混沌特性分析[J].煤矿安全,2012,43(2):140-143,4.

基金项目

国家自然科学基金资助项目 ()

江苏省自然科学基金资助项目 ()

煤矿安全

OA北大核心

1003-496X

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