|本期目录/Table of Contents|

[1]罗景峰,许开立.基于可变模糊组合方法的瓦斯涌出量预测[J].中国安全生产科学技术,2011,7(6):29-32.
 LUO Jing-feng,XU Kai-li.Gas Emission Rate Forecast Based on variable fuzzy Combination method [J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2011,7(6):29-32.
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基于可变模糊组合方法的瓦斯涌出量预测()
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《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
7
期数:
2011年6期
页码:
29-32
栏目:
学术论著
出版日期:
2011-06-30

文章信息/Info

Title:
Gas Emission Rate Forecast Based on variable fuzzy Combination method
文章编号:
1673-193X(2011)-06-0029-04
作者:
罗景峰许开立
东北大学资源与土木工程学院,沈阳? 110004
Author(s):
LUO Jing-feng XU Kai-li
School of Resources & Civil Engineering, Northeastern University, Shenyang? 110004, China
关键词:
可变模糊集聚类模式识别瓦斯涌出量预测
Keywords:
variable fuzzy sets cluster pattern recognition gas emission rate forecast
分类号:
X936
DOI:
-
文献标志码:
A
摘要:
矿井工作面瓦斯涌出是一个动态不确定过程。在分析了影响瓦斯涌出因素基础上,将可变模糊聚类与可变模糊模式识别两种模型相结合,提出了一种瓦斯涌出量预测的可变模糊组合方法。该方法首先利用粗糙集理论确定权重初值及各因素的重要性,然后利用可变模糊聚类模型求解最优模糊分类中心矩阵和最优权重,最后利用模式识别模型对待预测样本进行预测。以某矿井瓦斯涌出量预测为例,给出了具体预测过程。结果表明:可变模糊组合方法可行、有效。
Abstract:
Mine gas emission is a dynamic uncertain process. Base on the analysis of the impact factors of gas emission, the variable fuzzy cluster model and the variable fuzzy pattern recognition model are combined, a variable fuzzy combination method of forecast of gas emission rate is presented. In this method, firstly the objective weight is calculated by rough set theory, and subjective weight is calculated by two element contrasting method. Then the comprehensive weight is calculated by addition integration method and multiplication integration method. Finally use the variable fuzzy cluster model to solve optimal fuzzy classification center matrix, and finally use pattern recognition model to forecast the forecasting samples. Through the example of a mine gas emission forecast, a specific forecast process is given. The results show that variable fuzzy Combination method is feasible and effective. It present a new way to the problem of mine gas emission forecast.

参考文献/References:

[1] 王厚军,李治灵,张玉明.浅析低瓦斯煤矿瓦斯防治安全评价[J].中国安全生产科学技术,2009,5(5):130-133. Wang Hou-jun,Li Zhi-ling,Zhang Yu-ming. Analysis of safety assessment in the gas control of low-gas coalmine[J].Journal of Safety Science and Technolog, 2009,5(5):130-133.[2] Xu Jia-lin,Yu Bei-jian,Lou Jin-fu,et al. Characteristics of gas emission at super-length fully-mechanized top coal caving face[J].Journal of China University of Mining and Technology,2007,17(4):447-452.[3] 曾庆奎,任向阳,刘开第.矿井工作面瓦斯涌出量预测的未确知聚类研究[J].煤炭学报,2006,31(3):337-341. Zeng Qing-kui,Ren Xiang-yang,Liu Kai-di.Research on unascertained clusters on the gas emission of the working face[J].Journal of China Coal Society, 2006,31(3):337-341.[4] 何利文,施式亮,宋译,等. 基于支持向量机(SVM)的回采工作面瓦斯涌出混沌预测方法研究[J].中国安全科学学报,2009,19(9):42-46. He Li-wen,Shi Shi-liang,Song Yi,et al. Research on chaotic forecasting method for gas emission from working face based on SVM theory[J].China Safety Science Journa,2009,19(9):42-46.[5] 王晓路,刘健,卢建军.基于虚拟状态变量的卡尔曼滤波瓦斯涌出量预测[J].煤炭学报,2010,36(1):80-85.Wang Xiao-lu, Liu Jian, Lu Jian-jun.Gas emission quantity forecasting based on virtual state variables and kalman filter[J].Journal of China Coal Society, 2010,36(1):80-85.[6] 陈守煜.可变模糊集理论与模型及其应用[M].大连:大连理工大学出版社,2009.[7] 陈守煜.基于可变模糊集的辩证法三大规律数学定理及其应用[J].大连理工大学学报,2010,50(5):838-844. Chen Shouyu.Three mathematical theorems of dialectics based on variable fuzzy sets and their application[J].Journal of Dalian University of Technology, 2010,50(5):838-844.[8] Wang Xu-hua, Chen Shou-yu, Tang Lie-xian, et.al. Application of fuzzy optimal selection of similar slopes to the evaluation of slope stability [J]. Journal of Harbin Institute of Technology(New Series),2007,14(3):415-418.[9] 罗景峰,许开立.安全投资决策的可变模糊优选方法[J].中国安全生产科学技术,2010,6(5):87-91.Luo Jing-feng,Xu Kai-li.Variable fuzzy optimization method for safety investment decision-making[J]. Journal of Safety Science and Technolog, 2010,6(5):87-91.[10] Pawlak Z. Rough sets and their applications[J]. Microcomputer Applications,1994,13(2):71-75.[11] 苗夺谦,李道国.粗糙集理论、算法与应用[M].北京:清华大学出版社,2008.

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备注/Memo

备注/Memo:
收稿日期:2011-04-08
作者简介:罗景峰,博士研究生,工程师。
更新日期/Last Update: