| 基于模糊神经网络的煤矿安全评价综合评判 |
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| 引用本文： | 葛淑杰,李彦峰,姜天文,刘辉.基于模糊神经网络的煤矿安全评价综合评判[J].黑龙江科技学院学报,2007,17(4):322-325. |
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| 作者姓名： | 葛淑杰 李彦峰 姜天文 刘辉 |
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| 作者单位： | 黑龙江科技学院,计算机与信息工程学院,哈尔滨,150027 |
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| 基金项目： | 黑龙江省教育厅科学技术研究项目 |
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| 摘 要： | 针对煤矿安全综合评价方法中因人为因素、模糊因素及动态因素而导致评价结果不够准确的情况,依据煤矿安全评价指标体系结构,构建了基于模糊神经网络的多级模糊评判模型,提出了神经网络分级BP学习算法,解决了多级模糊评判中权值学习困难的问题,使训练速度和评判的准确性大幅提高.以鸡西矿业集团煤矿为研究对象,建立了基于模糊神经网络的安全评价模型.结果表明:该方法能有效地对煤矿进行安全评价,综合评判客观、准确.
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| 关 键 词： | 模糊神经网络 BP算法 综合评判 基于模糊 神经网络 煤矿安全评价 合评判 fuzzy neural network based comprehensive assessment security evaluation mine 评价方法 评价模型 对象 研究 矿业集团 鸡西 训练速度 问题 学习困难 权值 模糊评判模型 |
| 文章编号： | 1671-0118（2007）04-0322-04 |
| 修稿时间： | 2007-04-03 |
Coal mine security evaluation comprehensive assessment based on fuzzy neural network |
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| GE Shujie,LI Yanfeng,JIANG Tianwen,LIU Hui.Coal mine security evaluation comprehensive assessment based on fuzzy neural network[J].Journal of Heilongjiang Institute of Science and Technology,2007,17(4):322-325. |
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| Authors: | GE Shujie LI Yanfeng JIANG Tianwen LIU Hui |
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| Institution: | College of Computer and Information Engineering, Heilongjiang Institute of Science and Technology, Harbin 150027, China |
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| Abstract: | Aimed at the inaccurate appraisal resulting from human factors, fuzzy factors and dynamic factors which exist in view of the coal mine security, this paper, depending on the coal mine safe appraisal target structure, introduces the construction of hierarchical BP study algorithm of neural network based on fuzzy neural network and offers solution to difficult weight study in more hierarchical fuzzy comprehensive assessment. The security appraisal model, based on fuzzy neural network, is directed at the research object of Jixi mining group. Practical application demonstrates that this method can make possible an effective appraisal of the coal mines security and make safe appraisal objective and accurate. |
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| Keywords: | fuzzy neural network BP algorithm comprehensive assessment |
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