| 基于BP网络的煤层注水效果的预测 |
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| 引用本文： | 施伟,刘建辉,秦书玉.基于BP网络的煤层注水效果的预测[J].计算机仿真,2009,26(3). |
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| 作者姓名： | 施伟 刘建辉 秦书玉 |
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| 作者单位： | 辽宁工程技术大学电子与信息工程学院,辽宁,阜新,123000 |
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| 摘 要： | 对煤层注水效果的科学预测是调整注水工艺参数的重要依据.由于煤层注水效果受多种因素影响,属于非常复杂的非线性问题,很难用传统的数学方法进行定量评价.针对影响煤层注水效果的诸多地质因素及注水工艺参数,采用具有非线性映射功能的神经网络预测煤层注水效果,通过比较和实例验证,其误差为6.25%,较其它方法精度有明显提高,对于实际煤层注水工程有指导意义.
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| 关 键 词： | 煤层注水效果 神经网络 预测 影响因素 |
Forecasting the Effect of Water Infusion for Coal Seam Based on BP Neural Network |
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| SHI Wei,LIU Jian-hui,QIN Shu-yu.Forecasting the Effect of Water Infusion for Coal Seam Based on BP Neural Network[J].Computer Simulation,2009,26(3). |
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| Authors: | SHI Wei LIU Jian-hui QIN Shu-yu |
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| Affiliation: | School of Electronics and Information Engineering;Liaoning Technical University;Fuxin Liaoning 123000;China |
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| Abstract: | The scientific forecasting of water infusion for coal seam effect is the important basis adjusting water infusion technological parameter.Water infusion for coal seam effect is affected by many factors,and it is a very complicated non-linear problem,so it is very difficult to be solved by traditional mathematical methods.Specifically for the geology factor and water infusion technological parameter affecting the coal seam water infusion effect,the neural network with the non-linear mapping function is adopt... |
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| Keywords: | Coal seam water infusion effect Neural network Forecasting Influencing factor |
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