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基于主成分分析法的煤矿安全事故原因统计
引用本文:王玚. 基于主成分分析法的煤矿安全事故原因统计[J]. 工矿自动化, 2013, 39(5): 90-92
作者姓名:王玚
作者单位:东南大学机械工程学院,江苏南京,211189
摘    要:以2001—2011年煤矿安全事故发生频次为例,应用主成分分析法得到煤矿安全事故原因的第1、第2主成分,进一步分析得出煤矿安全事故主要是由冒顶事故和机械事故引起。分析结果表明,主成分分析法对煤矿安全设施规划有一定的指导作用。

关 键 词:煤矿安全  事故统计  事故原因  主成分分析

Statistics of coal mine safety accidents cause based on principal component analysis
Abstract:Taking occurrence frequencies of coal mine safety accidents in 2001—2011 as example,the first and second principal component of the coal mine safety accidents cause were obtained by use of principal component analysis method,and it was found out that the coal mine safety accidents mainly caused by roof fall accident and machinery accident through further analysis.The analysis result shows that the method has certain guidance for planning of coal mine safety facilities.
Keywords:coal mine safety  accident statistics  accident cause  principal component analysis
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