采矿与安全工程学报
採礦與安全工程學報
채광여안전공정학보
JOURNAL OF MINING AND SAFETY ENGINEERING
2014年
2期
187-195
,共9页
贾瑞生%闫相宏%孙红梅%樊建聪%杨惠斌%吴春芳
賈瑞生%閆相宏%孫紅梅%樊建聰%楊惠斌%吳春芳
가서생%염상굉%손홍매%번건총%양혜빈%오춘방
冲击地压%信息融合%态势评估%D-S证据理论%日志审计
遲擊地壓%信息融閤%態勢評估%D-S證據理論%日誌審計
충격지압%신식융합%태세평고%D-S증거이론%일지심계
rock burst%information fusion%situation assessment%D-S evidence theory%log audit
冲击地压态势评估是煤矿安全监测预警领域的热点及难题之一。本文以微震、电磁辐射及声发射等实时监测数据为基础,将态势评估理论引入冲击地压预测领域,建立了基于监测系统日志审计与实时修正算法相结合的冲击态势评估模型,通过改进D-S证据理论提出一种冲击地压态势量化方法。利用该方法计算得到连续时段的冲击地压态势值后,分别基于一阶灰色模型GM(1,1)及 ARMA 模型对冲击地压态势值进行预测并对比分析。实例结果及相关分析表明,所提冲击地压态势预测方法合理有效,能动态地反映冲击地压的发展趋势。
遲擊地壓態勢評估是煤礦安全鑑測預警領域的熱點及難題之一。本文以微震、電磁輻射及聲髮射等實時鑑測數據為基礎,將態勢評估理論引入遲擊地壓預測領域,建立瞭基于鑑測繫統日誌審計與實時脩正算法相結閤的遲擊態勢評估模型,通過改進D-S證據理論提齣一種遲擊地壓態勢量化方法。利用該方法計算得到連續時段的遲擊地壓態勢值後,分彆基于一階灰色模型GM(1,1)及 ARMA 模型對遲擊地壓態勢值進行預測併對比分析。實例結果及相關分析錶明,所提遲擊地壓態勢預測方法閤理有效,能動態地反映遲擊地壓的髮展趨勢。
충격지압태세평고시매광안전감측예경영역적열점급난제지일。본문이미진、전자복사급성발사등실시감측수거위기출,장태세평고이론인입충격지압예측영역,건립료기우감측계통일지심계여실시수정산법상결합적충격태세평고모형,통과개진D-S증거이론제출일충충격지압태세양화방법。이용해방법계산득도련속시단적충격지압태세치후,분별기우일계회색모형GM(1,1)급 ARMA 모형대충격지압태세치진행예측병대비분석。실례결과급상관분석표명,소제충격지압태세예측방법합리유효,능동태지반영충격지압적발전추세。
Rock burst situation assessment is one of the key and difficult issues in the safety monitor-ing and early warning field of coal mining. In this paper, based on real-time data from microseism, acoustic emission and electromagnetic radiation monitoring, situation assessment theory was introduced to the rock burst prediction, and a new situation assessment model of rock burst was established based on log audit of monitoring system and real-time correction algorithm. In addition, the situation quantita-tive method of rock burst was put forward by improving D-S evidence theory. Moreover, by using this method to calculate situation values in continual time points, the predictive values of rock burst situation were calculated and analyzed based on GM (1, 1) and ARMA models, respectively. Test results and re-lated analysis show that the proposed situation prediction method of rock burst is reasonable and effec-tive, and can reflect the development trend of rock burst dynamically.