| 基于模糊神经网络的瓦斯爆炸危险性评价模型 |
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| 引用本文： | 张爱然,罗新荣,杨飞,康与涛.基于模糊神经网络的瓦斯爆炸危险性评价模型[J].黑龙江科技学院学报,2008,18(1):54-57. |
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| 作者姓名： | 张爱然 罗新荣 杨飞 康与涛 |
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| 作者单位： | 中国矿业大学,安全工程学院,江苏,徐州,221008 |
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| 基金项目： | 国家自然科学基金
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教育部科学技术研究重点项目 |
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| 摘 要： | 煤矿瓦斯爆炸事故的复杂性和随机性决定了煤矿瓦斯爆炸重大危险源的变化不会按照某一特定的规律或函数变化.模糊神经网络具有较强的非线性函数逼近能力和较强的自学习、自适应和联想能力.通过简化易燃、易爆、有毒重大危险源评价模型,确定了网络的输入参数,应用模糊神经网络对各参数之间的关系进行计算,验算结果表明:该网络模型在评价煤矿瓦斯爆炸危险性方面效果良好.
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| 关 键 词： | 模糊神经网络 瓦斯爆炸危险性 安全评价模型 |
| 文章编号： | 1671-0118(2008)01-0054-04 |
| 修稿时间： | 2007年12月26 |
Risk assessment model of gas explosion based on fuzzy neural network |
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| ZHANG Airan,LUO Xinrong,YANG Fei,KANG Yutao.Risk assessment model of gas explosion based on fuzzy neural network[J].Journal of Heilongjiang Institute of Science and Technology,2008,18(1):54-57. |
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| Authors: | ZHANG Airan LUO Xinrong YANG Fei KANG Yutao |
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| Institution: | ZHANG Airan,LUO Xinrong,YANG Fei,KANG Yutao(Safety Engineering College,China University of Mining , Technology,Xuzhou 221008,China) |
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| Abstract: | Given conventional methods which fail to tackle the change of the major hazard of gas explosion arising out of the complexity and randomicity of the gas explosion accidents in coal mines,the paper features a solution based on the fuzzy neural network which combines the strongpoint of neural network and fuzzy theory.The paper introduces a new model based on the assessment model of combustible,explosive and poisonous major hazards,and offers the input parameters.The results indicated that the fuzzy neural net... |
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| Keywords: | fuzzy neural network(FNN) dangerousness of methane explosion safety assessment model |
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