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基于多源信息融合的冲击地压态势评估方法

贾瑞生 闫相宏 孙红梅 樊建聪 杨惠斌 吴春芳

采矿与安全工程学报Issue(2):187-195,9.
采矿与安全工程学报Issue(2):187-195,9.

基于多源信息融合的冲击地压态势评估方法

Situation assessment method of rock burst based on multi-source information fusion

贾瑞生 1闫相宏 2孙红梅 1樊建聪 1杨惠斌 1吴春芳3

作者信息

  • 1. 山东科技大学信息科学与工程学院,山东 青岛 266590
  • 2. 矿山灾害预防控制-省部共建国家重点实验室培育基地,山东 青岛 266590
  • 3. 霍州煤电集团有限公司生产技术处,山西 霍州 031400
  • 折叠

摘要

Abstract

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.

关键词

冲击地压/信息融合/态势评估/D-S证据理论/日志审计

Key words

rock burst/information fusion/situation assessment/D-S evidence theory/log audit

分类

矿业与冶金

引用本文复制引用

贾瑞生,闫相宏,孙红梅,樊建聪,杨惠斌,吴春芳..基于多源信息融合的冲击地压态势评估方法[J].采矿与安全工程学报,2014,(2):187-195,9.

基金项目

国家“十二五”科技支撑计划项目(2012BAK04B06);国家自然科学基金项目(61203305);山东省自然科学基金项目(ZR2013EEM019) (2012BAK04B06)

采矿与安全工程学报

OA北大核心CSCDCSTPCD

1673-3363

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