| 神经元自适应PID控制的应用--以汽车发动机转速控制为例 |
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| 引用本文： | 林敬,朱伟兴. 神经元自适应PID控制的应用--以汽车发动机转速控制为例[J]. 农机化研究, 2005, 0(6): 221-222 |
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| 作者姓名： | 林敬 朱伟兴 |
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| 作者单位： | 江苏大学,电气信息工程学院,江苏,镇江,212013 |
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| 摘 要： | 在汽车发动机转速控制中,PID控制具有简单,快速的优点,但是参数调整比较困难。因此,在分析了神经元的自学习机理的基础上,设计出基于神经元的自适应PID控制器。通过仿真结果表明,该控制器利用神经元的自适应能力实现了PID参数的在线调整,具有很强的鲁棒性,是发动机转速控制的有效方法之一。
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| 关 键 词： | 计算机应用 发动机转速控制 理论研究 PID控制 神经元 BP算法 |
| 文章编号： | 1003-188X（2005）06-0221-02 |
| 收稿时间： | 2004-11-21 |
| 修稿时间： | 2004-11-21 |
The Application of Self-adaptive PID Control of Neuron in Automotive Engine Speed Control |
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| LIN Jing,ZHU Wei-xing. The Application of Self-adaptive PID Control of Neuron in Automotive Engine Speed Control[J]. Journal of Agricultural Mechanization Research, 2005, 0(6): 221-222 |
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| Authors: | LIN Jing ZHU Wei-xing |
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| Abstract: | PID control has the advantage of speediness and simplicity in controlling the speed of automotive engine. However, it is difficult to adjust the parameters of PID controller. Therefore, on the basis of analyzing the specific property of Neuron, a self-adaptive PID controller of neuron is designed. The simulation results show that this controller has a good robustness and the parameters can be adjusted in real-time by using the self-adaptive ability of neuron. It is one of the powerful tools to control automotive engine speed. |
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| Keywords: | computer application control of engine speed theoretical research PID control neuron back propagation |
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