| 基于BP网络的矿井安全状况综合评价的研究 |
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| 引用本文： | 李运强 程五一 南玮超. 基于BP网络的矿井安全状况综合评价的研究[J]. 中国矿业, 2006, 15(7): 80-83 |
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| 作者姓名： | 李运强 程五一 南玮超 |
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| 作者单位： | [1]中国地质大学（北京）工程技术学院,北京100083 [2]中国地质大学（北京）地球科学与资源学院,北京100083 |
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| 摘 要： | 针对目前煤矿安全状况方面存在的问题,以矿井安全为研究对象,建立了煤矿安全状况综合评价的指标体系;运用层次分析法确定指标及准则层的权重,并运用模糊综合评价法生成评价样本集.最后,利用样本训练BP网络,待误差满足要求后,即可运用训练成功的BP神经网络,进行矿井安全状况综合评价.
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| 关 键 词： | 煤矿安全 人工神经网络(ANN) BP网络 层次分析法(AHP) |
| 文章编号： | 1004-4051(2006)07-0080-04 |
| 收稿时间： | 2006-01-10 |
| 修稿时间： | 2006-01-10 |
STUDY ON COMPREHENSIVE SAFETY ASSESSMENT OF COAL MINES BASED ON BP NEURAL NETWORK |
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| Li Yunqiang Cheng Wuyi Nan Weichao. STUDY ON COMPREHENSIVE SAFETY ASSESSMENT OF COAL MINES BASED ON BP NEURAL NETWORK[J]. CHINA MINING MAGAZINE, 2006, 15(7): 80-83 |
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| Authors: | Li Yunqiang Cheng Wuyi Nan Weichao |
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| Affiliation: | Li Yunqiang~1 Cheng Wuyi~1 Nan Weichao~2 |
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| Abstract: | In view of the problem that considering safety status of coal mines at present,indicator system of comprehensive safety assessment of coal mines was established,and ANN training samples were got by AHP-Fuzzy assessment method.At last,we can use samples to train BP network and assess the coal mines' safety status by using the successful BP network after error meets a demand. |
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| Keywords: | Coal mines safety Artificial neural network(ANN) BP network Analytic Hierarchy Process(AHP) |
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