| 基于BP神经网络的Ni-MH电池容量预测 |
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| 引用本文： | 董明哲,张殿龙,武俊峰. 基于BP神经网络的Ni-MH电池容量预测[J]. 哈尔滨理工大学学报, 2000, 5(3): 115-117 |
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| 作者姓名： | 董明哲 张殿龙 武俊峰 |
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| 作者单位： | 哈尔滨理工大学计算机与控制学院，黑龙江哈尔滨150080 |
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| 摘 要： | 针对Ｎｉ－ＭＨ电池容量检测法测量间长，工作效率低的缺点，应用ＢＰ前馈神经网络理论，提出了一种对Ｎｉ－ＮＭ电池容量进行预测的方法，具有算法简单、权值无需计算和仿真效果好等特点。
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| 关 键 词： | Ni－MH电池 BP前馈 神经网络 容量预测 |
| 文章编号： | 1007-2683(2000)03-0115-03 |
Ni-MH Battery Capacity Predict Based on BP Neural Network |
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| DONGMing-zhe,ZHANGDian-long,WUJun-feng. Ni-MH Battery Capacity Predict Based on BP Neural Network[J]. Journal of Harbin University of Science and Technology, 2000, 5(3): 115-117 |
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| Authors: | DONGMing-zhe ZHANGDian-long WUJun-feng |
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| Abstract: | To counter the shortcmings of the measuring method of Ni-MH battery capacity which needs long measuring time and the efficiency of which is low,based on back propagation(BP)feedforward neural network,an algorithm by which the Ni-MH battery capcaity can bepredicted is presented.It has the simple texture ,no need of computing weight and good computing simulation effect. |
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| Keywords: | Ni-MHbattery BP feedforward neural network approximation and generation capacity predict |
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