| 模糊神经网络在配电柜温湿度控制系统中的应用 |
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| 引用本文： | 黄晓霞,金玉麟,蒯春珍,黄志强.模糊神经网络在配电柜温湿度控制系统中的应用[J].江苏电器,2011(4). |
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| 作者姓名： | 黄晓霞 金玉麟 蒯春珍 黄志强 |
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| 作者单位： | 浙江开关厂有限公司; |
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| 摘 要： | 为解决电力系统密闭配电柜内恒温恒湿的问题,针对配电柜温湿度控制系统,设计一种以DSP为处理器,基于模糊神经网络的PID控制器,用于温湿度控制系统。分析了配电柜温湿度控制器的组成,综合模糊控制和神经网络的优点,将神经网络、模糊控制和PID相融合,通过MATLAB软件对系统进行仿真,结果表明,该系统比普通温湿度控制系统具有更好的动态特性。
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| 关 键 词： | 温度 湿度 模糊神经网络 PID控制算法 数字信号处理器 |
Application of Fuzzy Neural Network in Temperature and Humidity Control System for Power Distribution Cabinet |
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| Authors: | HUANG Xiao-xia JIN Yu-lin KUAI Chun-zhen HUANG Zhi-qiang |
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| Affiliation: | HUANG Xiao-xia,JIN Yu-lin,KUAI Chun-zhen,HUANG Zhi-qiang (Zhejiang Switchgear Factory Co.,Ltd,Quzhou 324000,China) |
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| Abstract: | It is very important for power networks to keep constant temperature and humidity in the obturated switchgear, so this paper designs a new kind of constant temperature and humidity control system taking a digital signal processor as the processor and based on fuzzy neural network PID controller. Analysis was made to the composition of constant temperature and humidity controller. In order to overcome PID control disadvantages of traditional temperature and humidity controller, a new kind of control strategy... |
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| Keywords: | temperature humidity fuzzy neural network PID control algorithms digital signal processor |
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