基于单神经元PID的温控系统的研究
首发时间:2008-12-02
摘要:本文首先简单介绍了常规PID,并由此引出单神经元PID算法的基本理论,阐述了该单神经元控制器可调参数的详细选取规则。通过实验得出电阻炉的温升曲线,在此基础上利用飞升曲线法建立了电阻炉数学模型,由此设计了采用改进型有监督Hebb学习规则的单神经元PID控制器。并在Matlab软件中对二者进行了仿真,证明了单神经元PID算法的可行性,并得出了单神经元PID控制器的优势。
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The research of temperature control system based on Single Neuron PID
Abstract:This paper first introduces the convention PID, then leads to the primary theory of Single Neuron PID, and illustrates the selection rules of Single Neuron PID. Through the transition curve, the model of the resistance furnace has been designed, which is based on the temperature curve. The improved Heb learning algorithm of the Single Neuron PID Controller has been designed. The simulation results proved the feasibility of this algorithm and obtained the superiority of Single Neuron PID.
Keywords: Resistance furnace Single neuron PID Simulation of Matlab
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No.2624436180212282****
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