| 神经元自适应PID控制器在机组控制中应用 |
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| 引用本文： | 王迎旭,沈学军. 神经元自适应PID控制器在机组控制中应用[J]. 控制工程, 2004, 11(3): 206-209 |
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| 作者姓名： | 王迎旭 沈学军 |
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| 作者单位： | 湖南工程学院,电气与信息工程系,湖南,湘潭,411101;湖南工程学院,电气与信息工程系,湖南,湘潭,411101 |
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| 摘 要： | 针对机组控制系统动态范围宽、要求响应速度快、超调量小及参数时变的特性，研究了一种基于神经元的自适应PID控制器。利用神经网络的在线调整功能，自动调整PID控制参数，以适应被控过程的参数变化和克服扰动的影响。仿真和实验结果表明，该算法简洁实用，控制效果优于传统的PID控制。
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| 关 键 词： | PID控制 神经网络 机组控制 |
| 文章编号： | 1671-7848(2004)03-0206-04 |
| 修稿时间： | 2003-08-28 |
A PID Controller Based on Single-neural and its Application to Electromotor Group Control |
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| WANG Ying-xu,SHEN Xue-jun. A PID Controller Based on Single-neural and its Application to Electromotor Group Control[J]. Control Engineering of China, 2004, 11(3): 206-209 |
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| Authors: | WANG Ying-xu SHEN Xue-jun |
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| Abstract: | According to the feature of the control system of electromotor groups, such as wide dynamic range, fast response, little excessive regulation and time-varying parameters, a new self-optimzing PID controller based on the artificial neural networks is studied. By using the on-line adjusting function of neural networks,PID control parameters can be adjusted automatically.It is showed by simulation and experiment that this method is more superior to traditional PID control. |
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| Keywords: | PID control neural network electromotor group control |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
