| 基于BP神经网络的煤矿安全预警评估机制研究 |
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| 引用本文： | 周忠科,王立杰.基于BP神经网络的煤矿安全预警评估机制研究[J].中国安全生产科学技术,2011,7(4):134-138. |
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| 作者姓名： | 周忠科 王立杰 |
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| 作者单位： | 1. 中国矿业大学(北京)管理学院,北京100083;中国神华煤制油化工有限公司,北京100011
2. 中国矿业大学(北京)管理学院,北京,100083 |
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| 摘 要： | 从预警预控机制出发,针对煤矿安全生产的特点对其安全隐患进行识别,从而构建由人员行为、自然因素、组织管理等影响安全状态的预警体系。提出了基于BP神经网络的安全预警评估模型,并给出了模型的实例检验,建立了预警预控的运作流程,为煤矿安全生产的长效机制提供决策支持。
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| 关 键 词： | 安全预警 神经网络 煤矿 评估体系 |
Study on safety early-warning assessment in coal mine based on BP neural networks |
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| ZHOU Zhong-ke,WANG Li-jie.Study on safety early-warning assessment in coal mine based on BP neural networks[J].Journal of Safety Science and Technology,2011,7(4):134-138. |
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| Authors: | ZHOU Zhong-ke WANG Li-jie |
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| Institution: | 1.The School of Management of China University of Mining and Technology(Beijing),Beijing 100083,China)(2.China Shenhua Coal to Liquid and Chemical Co.,Ltd.Beijing 100011,China) |
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| Abstract: | The paper proposes early-warning assessment system based on BP neural networks,which influenced by human behavior,natural factor and management.Through the safety hazard identification aimed at coal mine safe operation,the model is testing through the case study of 5 coal mines.The paper put forwards the early-warning and pre-control process for support persistent effect mechanism of safety production. |
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| Keywords: | safety early-warning neural networks coal mine assessment in system |
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