| 改进的BP神经网络在隧道岩爆预测中的应用 |
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| 引用本文： | 王斌. 改进的BP神经网络在隧道岩爆预测中的应用[J]. 交通标准化, 2010, 0(3): 86-89. DOI: 10.3869/j.1002-4786.2010.02/03.025 |
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| 作者姓名： | 王斌 |
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| 作者单位： | 张家口城市快速路管理处,河北张家口,075000 |
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| 摘 要： | 在分析岩爆主要影响因素的基础上，建立改进的BP神经网络岩爆预测模型。采用已有岩爆发生数据作为训练样本对网络进行训练，并利用收敛的网络进行岩爆烈度预测，预测结果与实际吻合，说明利用人工神经网络预测岩爆发生烈度是一种可行的方法。
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| 关 键 词： | 隧道 岩爆 神经网络 预测模型 |
Application of Improved BP Neural Network in Tunnel Rock Burst Prediction |
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| WANG Bin. Application of Improved BP Neural Network in Tunnel Rock Burst Prediction[J]. Communications Standardization, 2010, 0(3): 86-89. DOI: 10.3869/j.1002-4786.2010.02/03.025 |
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| Authors: | WANG Bin |
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| Affiliation: | WANG Bin (Zhangjiakou Urban Expressway Management Office, Zhangjiakou 075000, China) |
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| Abstract: | Based on analyzing the main factors affecting model is established. Taking the existing rock burst data rock burst, a new rock burst prediction as training burst is predicted with convergent network. The results are coincident method proves feasible. |
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| Keywords: | tunnel rock burst neural network prediction model swatch, the intensity of rock with the actual projects. The |
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