| 基于单神经元的自适应PID控制系统设计及仿真 |
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| 引用本文： | 邱道尹,张健,谢俊明,孙大治.基于单神经元的自适应PID控制系统设计及仿真[J].华北水利水电学院学报,2011,32(1):58-60. |
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| 作者姓名： | 邱道尹 张健 谢俊明 孙大治 |
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| 作者单位： | 1. 华北水利水电学院,河南,郑州,450011
2. 焦作黄河河务局武陟第二黄河河务局,河南,武陟,454950 |
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| 摘 要： | 设计了一种基于单神经元的自适应PID控制系统,该系统响应平滑、无超调.在MATLAB下对被控对象进行实验仿真,对同一对象用常规PID进行控制,并比较2种方法控制下的仿真结果.结果表明:单神经元自适应PID控制系统具有自学习和自适应能力,能够采用学习规则来调整权系数,从而使系统响应稳定、快速、准确.
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| 关 键 词： | 单神经元 PID 自适应控制 |
Design and Simulation of Self-adaptive PID Control System Based on Single Neuron |
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| QIU Dao-yin,ZHANG Jian,XIE Jun-ming,SUN Da-zhi.Design and Simulation of Self-adaptive PID Control System Based on Single Neuron[J].Journal of North China Institute of Water Conservancy and Hydroelectric Power,2011,32(1):58-60. |
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| Authors: | QIU Dao-yin ZHANG Jian XIE Jun-ming SUN Da-zhi |
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| Affiliation: | 1.North China Institute of Water Conservancy of Hydroelectric Power,Zhengzhou 450011,China; 2.Second Yellow River Bureau in Wuzhi,Jiaozuo Yellow River Engineering Bureau,Wuzhi 454950,China) |
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| Abstract: | A self-adaptive PID control system based on single neuron is designed. Its response is smooth and out of overshoot. The control object is simulated by using MATLAB, and the same object is controlled by the conventional PID, then the results of simulations are compared and show that the self-adaptive PID control system based on single neuron can study and organize by itself, and adjust the weight coefficient by adopting the studying rules, which can make system response steadily, rapidly and exactly. |
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| Keywords: | PID |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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