| 基本点火提前角的BP神经网络生成方法仿真和评价 |
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| 引用本文： | 罗素云,胡宁,陈志恒,吴训成. 基本点火提前角的BP神经网络生成方法仿真和评价[J]. 汽车工程, 2006, 28(7): 634-635,642 |
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| 作者姓名： | 罗素云 胡宁 陈志恒 吴训成 |
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| 作者单位： | 上海工程技术大学汽车工程学院,上海,200336;上海工程技术大学汽车工程学院,上海,200336;上海工程技术大学汽车工程学院,上海,200336;上海工程技术大学汽车工程学院,上海,200336 |
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| 摘 要： | 对应用BP神经网络求取汽车ESA基本点火提前角的方法进行了仿真和评价。在分析考虑基本点火提前角影响因素的基础上,建立起基本点火提前角的BP神经网络模型,并将仿真得到的结果与插值法进行比较。从比较的结果可知,BP神经网络的控制效果要优于传统的线性插值法。
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| 关 键 词： | BP神经网络 基本点火提前角 |
| 收稿时间： | 2005-03-28 |
| 修稿时间： | 2005-03-282005-07-01 |
A Study on Obtaining Basic Spark Advance by BP Neural Network |
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| Luo Suyun,Hu Ning,Chen Zhiheng,Wu Xuncheng. A Study on Obtaining Basic Spark Advance by BP Neural Network[J]. Automotive Engineering, 2006, 28(7): 634-635,642 |
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| Authors: | Luo Suyun Hu Ning Chen Zhiheng Wu Xuncheng |
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| Affiliation: | Shanghai University of Engineering Science, Automotive Engineering College, Shanghai 200336 |
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| Abstract: | A BP neural network model for basic ignition advance angle is set up using MATLAB.Taking engine speeds and loads as inputs,the model is trained with experimental data and the basic ignition advance angles are obtained as outputs.The results show that compared with traditional table looking up and interpolation method,using BP neural network can achieve a better control effect. |
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| Keywords: | BP neural network Basic ignition advance angle |
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