| BP神经网络预测脉冲电沉积Cu-SiC镀层镀速的研究 |
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| 引用本文： | 李兴远,夏法锋,陈达. BP神经网络预测脉冲电沉积Cu-SiC镀层镀速的研究[J]. 兵器材料科学与工程, 2013, 0(3) |
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| 作者姓名： | 李兴远 夏法锋 陈达 |
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| 作者单位： | 宁波大红鹰学院,浙江 宁波,315175;东北石油大学 机械科学与工程学院,黑龙江 大庆,163318 |
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| 摘 要： | 采用脉冲电沉积在A3钢表面制备Cu-SiC镀层。采用BP网络模型对脉冲电沉积Cu-SiC镀层的镀速进行预测研究。结果表明：本BP模型为3×9×1型神经网络模型，预测值与试验值曲线吻合较好；其相对误差较小，最大误差为2.7%，其相关系数为0.999，能较好地预测脉冲电沉积Cu-SiC镀层的镀速。
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| 关 键 词： | BP网络模型 脉冲电沉积 Cu-SiC镀层 |
Forecast of plating rate of pulse electrodeposited Cu-SiC coatings using BP model |
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| LI Xingyuan , XIA Fafeng , CHEN Da. Forecast of plating rate of pulse electrodeposited Cu-SiC coatings using BP model[J]. Ordnance Material Science and Engineering, 2013, 0(3) |
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| Authors: | LI Xingyuan XIA Fafeng CHEN Da |
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| Abstract: | The Cu SiC coatings were deposited on the surface of A3 steel by pulse electrodeposition method. And a BP model was used for forecasting the plating rate of Cu SiC coating. The results indicate that the BP model is 3×9×1 neural networkmodel.The predicted values agree well with experimental values,the relative error is small,and the max error is 2.7%,the coefficient of correlation is 0.999. This BP model can be used to predict the plating rate of pulse electrodeposited Cu SiC coatings. |
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| Keywords: | BP model pulse electrodeposition Cu-SiC coating |
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