| 基于改进单神经元的PET吹瓶机温度解耦控制系统研究 |
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| 引用本文： | 李元伟,王钦若,李近.基于改进单神经元的PET吹瓶机温度解耦控制系统研究[J].黑龙江水专学报,2011,2(4):118-121. |
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| 作者姓名： | 李元伟 王钦若 李近 |
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| 作者单位： | 广东工业大学自动化学院,广州,510006 |
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| 基金项目： | 广东省科技计划项目（2005A20302006） |
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| 摘 要： | 将神经网络应用到PID控制器的参数整定过程中,提出一种基于改进单神经元PID的控制算法,通过在吹瓶机温度解耦控制系统中的应用,得出了仿真结果及结论.仿真结果表明:该控制算法具有很强的自学习功能和自适应解耦能力,能取得良好的控制效果,因而可以广泛地应用于多变量系统的解耦控制中.
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| 关 键 词： | PET吹瓶机 单神经元 PID控制器 解耦控制 |
Decoupling control system of PET bottle blowing machine temperatures based on the improved single neuron |
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| LI Yuan-wei
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WANG Qin-ruo
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LI Jin.Decoupling control system of PET bottle blowing machine temperatures based on the improved single neuron[J].Journal of Heilongjiang Hydraulic Engineering College,2011,2(4):118-121. |
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| Authors: | LI Yuan-wei WANG Qin-ruo LI Jin |
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| Affiliation: | (School of Automation, Guangdong University of Technology, Guangzhou 510006 , China) |
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| Abstract: | Neural network is applied to parameters＇ tuning of digital PID controller, a control algorithm based on the improved single neuron PID is presented and applied to control system of bottle blowing machine temperatures. So we draws simulation results and a conclusion. The simulation results show that the control algorithm has a strong self-learning function and adaptive decoupling capacity and can obtain the good control effect. As a result, it can be far-ranging applied to decoupling control of MIMO system. |
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| Keywords: | PET bottle blowing machine single neuron PID controller decoupling control |
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