| 神经网络在可靠性分析中的应用 |
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| 引用本文： | 白金鹏,李守仁,罗阿妮,靳猛. 神经网络在可靠性分析中的应用[J]. 应用科技, 2002, 29(4): 7-8 |
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| 作者姓名： | 白金鹏 李守仁 罗阿妮 靳猛 |
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| 作者单位： | 哈尔滨工程大学,机电工程学院,黑龙江,哈尔滨,150001 |
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| 摘 要： | 应用人工神经网络对舰炮发生故障的发射炮弹数进行了预测。借助前馈神经网络对非线性函数的逼近能力，对发生故障的发射炮弹数进行了单步预测，并与使用灰色数列预测的结果进行了对比，验证了人工神经网络进行可靠性预测的可行性。
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| 关 键 词： | 神经网络 可靠性分析 可靠性预测 灰色预测 舰炮 |
| 文章编号： | 1009-671X(2002)04-0007-02 |
| 修稿时间： | 2001-12-24 |
Application of Artifical Neural Network to Reliability Analysis |
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| BAI Jin_peng,LI Shou_ren,LUO A_ni,JIN Meng. Application of Artifical Neural Network to Reliability Analysis[J]. Applied Science and Technology, 2002, 29(4): 7-8 |
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| Authors: | BAI Jin_peng LI Shou_ren LUO A_ni JIN Meng |
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| Abstract: | In this paper, ANN was used to predict the failure number of naval ordnance. With the nonlinear approach ability of Back Propagation Neural Network, single_step prediction of the failure number of naval ordnance was made. Comparison with the result of grey serial forecast was made, and the feasibility was proved that artifical neural network can be used for reliability prediction. |
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| Keywords: | neural network reliability prediction grey prediction |
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