| 基于模糊神经网络控制的镍氢电池智能充电 |
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| 引用本文： | 张秀玲,宋建军. 基于模糊神经网络控制的镍氢电池智能充电[J]. 控制工程, 2007, 14(5): 476-478 |
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| 作者姓名： | 张秀玲 宋建军 |
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| 作者单位： | 燕山大学,电气工程学院,河北,秦皇岛,066004;燕山大学,电气工程学院,河北,秦皇岛,066004 |
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| 摘 要： | 镍氢蓄电池是具有复杂性和离散性的非线性系统，为其所建的数学模型或者不准确或者太复杂，现有的镍氢蓄电池充电技术一直不太完善，严重地影响了充电速度与质量。针对这一问题，将神经网络与模糊控制相结合，设计了模糊神经网络控制器，用于对MH-Ni蓄电池进行智能充电。通过Matlab仿真，发现充电过程中电压变化平稳，充电时间短，达到了控制要求。
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| 关 键 词： | 模糊神经网络 智能充电 MH-Ni电池 |
| 文章编号： | 1671-7848(2007)05-0476-03 |
| 修稿时间： | 2006-07-08 |
Intelligent Charge of MH-Ni Battery Based on Fuzzy Neural Network Control |
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| ZHANG Xiu-ling,SONG Jian-jun. Intelligent Charge of MH-Ni Battery Based on Fuzzy Neural Network Control[J]. Control Engineering of China, 2007, 14(5): 476-478 |
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| Authors: | ZHANG Xiu-ling SONG Jian-jun |
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| Abstract: | MH-Ni battery is a complex nonlinear and discrete system whose mathematic model is much more complex and inaccurate.Existing charge technology of MH-Ni battery is faultiness,which affects gravely charging speed and quality.The neural network and fuzzy control are combined to design fuzzy neural network controller to charge the MH-Ni battery intelligently.The Matlab stimulation results show that the voltage changes placidly and this method can shorten the charge time and realize intelligent charge of MH-Ni battery. |
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| Keywords: | fuzzy neural network intelligent charge MH-Ni battery |
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