毕建武;贾进章;刘丹;

• 1:辽宁工程技术大学安全科学与工程学院
• 2:辽宁工程技术大学营销管理学院

摘要(Abstract)：

采用多元回归分析原理及模型,结合回采工作面瓦斯涌出量的实测数据,利用SPSS(Statistical Product and Service Solutions)软件对回采工作面瓦斯涌出量的影响因素进行多元回归分析,建立了回归方程来预测回采工作面瓦斯涌出量。结果表明,利用SPSS软件直接对影响回采工作面瓦斯涌出量的因素进行回归分析,避免了复杂的推导与计算,预测精度较高。

关键词(KeyWords)： 安全工程;回采工作面;瓦斯涌出量;SPSS;多元回归分析

Abstract:

Keywords:

基金项目(Foundation): 国家科技支撑计划项目(2013BAH12F01);; 辽宁省高等学校优秀人才支持计划项目(LJQ2011028)

作者(Authors): 毕建武;贾进章;刘丹;

参考文献(References)：

• [1]DAI Guanglong(戴广龙),WANG Youqing(汪有清),ZHANG Chunru(张纯如),et al.Forecast of the gas effused from the face in protective seam[J].Journal ofChina Coal Society(煤炭学报),2007,32(4):382-385.
• [2]WANG Enying(王恩营).Slicingmining excavationworkingface gasemission regularity and prediction[J].Mining Safety&Environmental Protection(矿业安全与环保),2006,33(6):88-90.
• [3]LUNARZEWSKI L W.Gas emission prediction and recovery in underground coalmines[J].InternationalJournalofCoalGeology,1998,35(1):117-145.
• [4]NOACK K.Control of gas emission in underground coal mines[J].InternationalJournal ofCoal Geology,1998,35(1):57-82.
• [5]Gas Ventilation Fire Prevention Safety Institute(瓦斯通风防灭火安全研究所).Mine gas emission predictionmethod development and contribution[J].CoalSafety(煤炭安全),2003,34(9):10-13.
• [6]WANG Chunxiao(王春晓),CHENKaiyan(陈开岩),ZHAOHongmei(赵红梅).Prediction on amount of gas emission based on regression analysis method[J].Coal Technology(煤炭技术),2012,31(3):116-118.
• [7]LUO Jingfeng(罗景峰),XUKaili(许开立).Gas emission rate forecast based on variable fuzzy combination method[J].Journal ofSafety Science and Technology(中国安全生产科学技术),2011,7(6):29-32.
• [8]WANG Chunxiao(王春晓),CHENKaiyan(陈开岩),ZHAOHongmei(赵红梅).Amountof gas emission prediction based on greymodel[J].Coal Technology(煤炭技术),2012,31(2):95-97.
• [9]ZHU Hongqing(朱红青),CHANG Wenjie(常文杰),ZHANG Bin(张彬).Different source gas emission prediction model ofworking face based on BP artificial neural network and its application[J].Journalof China CoalSociety(煤炭学报),2007,32(5):504-508.
• [10]XUWei(徐威),HE Bao(何保),ZHANG Zhenwen(张振文).Genetic neural networkmethod based on graymine gas emission prediction[J].Journal ofSafety and Environment(安全与环境学报),2011,11(2):176-178.
• [11]WUZhanfu(吴占福),MA Xuping(马旭平),LI Yakui(李亚奎).Statistical analysis software SPSS in animal science[J].Journal of Hebei North University:Natural Science Edition(河北北方学院学报:自然科学版),2006,22(6):67-73.
• [12]MAQingguo(马庆国).Management statistics(管理统计)[M].Beijing:Science Press,2008.
• [13]BAO Jianying(包剑影),SU Xuan(苏煊),LI Guijian(李贵坚).Technique ofgas controlofYangquan CoalMine(阳泉煤矿瓦斯治理技术)[M].Beijing:China Coal Industry Publishing House,1996.
• [14]CEN Chuanhong(岑传鸿).Disaster prevention ofroof(顶板灾害防治)[M].Xuzhou:China University of Mining and Technology Press,1994.
• [15]L¨UFu(吕伏),LIANG Bing(梁冰),SUN Weiji(孙维吉),et al.Gas emission quantity prediction of working face based on principal component regression analysismethod[J].JournalofChina CoalSociety(煤炭学报),2012,37(1):113-116.
• [16]XUTao(徐涛),HAO Binbin(郝彬彬),ZHANG Hua(张华).Ap-plication of forecast from different sources in new mine gas emission forecast coal technology[J].Coal Technology(煤炭技术),2009,28(7):104-106.