| 模糊神经网络在阀门开度控制中的应用 |
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| 引用本文： | 朱天宇,董全林,刘日.模糊神经网络在阀门开度控制中的应用[J].仪表技术与传感器,2019(2):94-98,103. |
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| 作者姓名： | 朱天宇 董全林 刘日 |
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| 作者单位： | 北京航空航天大学仪器科学与光电工程学院;微纳测控与低维物理教育部重点实验室 |
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| 基金项目： | 国家科技支撑计划资助项目(2006BAK03A24) |
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| 摘 要： | 针对电磁阀控气缸系统时变、非线性的特性,应用模糊神经网络整定PID参数。利用AMESim物理图形建模软件搭建被控对象的模型,应用MATLAB编写模糊神经网络PID的S函数,再联合MATLAB和AMESim对算法进行仿真,仿真结果表明模糊神经网络PID的适应性好、抗干扰能力强,性能优于常规PID。最后搭建实验平台进行了实验。实验结果表明,系统在不同环境下的控制精度高、响应快、过程平稳,满足阀门开度控制的要求。
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| 关 键 词： | 阀门开度控制 模糊神经网络 电磁阀控气缸系统 MATLAB/SIMULINK AMESIM 阀门定位器 |
Application of Fuzzy Neural Network in Valve Opening Control |
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| Application of Fuzzy Neural Network in Valve Opening Control ZHU Tian-yu,DONG Quan-lin,LIU Ri.Application of Fuzzy Neural Network in Valve Opening Control[J].Instrument Technique and Sensor,2019(2):94-98,103. |
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| Authors: | Application of Fuzzy Neural Network in Valve Opening Control ZHU Tian-yu DONG Quan-lin LIU Ri |
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| Affiliation: | (College of Instrumentation Science and Opto-electronics Engineering,Beihang University,Beijing 100191,China;Key Laboratory of Micro-nano Measurement-Manipulation and Physics,Beijing 100191,China) |
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| Abstract: | Application of Fuzzy Neural Network in Valve Opening Control ZHU Tian-yu;DONG Quan-lin;LIU Ri(College of Instrumentation Science and Opto-electronics Engineering,Beihang University,Beijing 100191,China;Key Laboratory of Micro-nano Measurement-Manipulation and Physics,Beijing 100191,China) |
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| Keywords: | valve opening control fuzzy neural network solenoid valve control cylinder pneumatic system MATLAB/Simulink AMESim valve positioner |
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