| 一种改进的单神经元PID控制器的研究与仿真 |
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| 引用本文： | 王宁,丁洁.一种改进的单神经元PID控制器的研究与仿真[J].电力科学与工程,2010,26(9). |
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| 作者姓名： | 王宁 丁洁 |
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| 作者单位： | 1. 华北电力大学,控制与计算机工程学院,河北,保定,071003
2. 中国大百科全书出版社,北京,10011 |
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| 摘 要： | 为改善单神经元控制中学习速度慢,动态响应特性等问题,研究了一种改进的单神经元PID控制算法,该算法在神经元算法的加权系数中引入了二次型性能指标。在此基础上将其运用于电厂锅炉过热气温控制,设计了一种基于二次型性能指标的单神经元PID的过热汽温控制系统,总结了算法中参数的设置修正规律。仿真结果表明,这种控制算法具有优良的控制性能。
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| 关 键 词： | 单神经元控制 PID控制器 二次型性能指标 |
Design and Simulation of An improved Single Neuron PID Controllor |
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| Wang Ning,Ding Jie.Design and Simulation of An improved Single Neuron PID Controllor[J].Power Science and Engineering,2010,26(9). |
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| Authors: | Wang Ning Ding Jie |
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| Affiliation: | Wang Ning1,Ding Jie2(1.School of Control , Computer Engineering,North China Electric Power University,Baoding 071003,China,2.Encyciopedia of China Publishing House,Beijing 100091,China) |
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| Abstract: | In order to improve the learning rate,dynamic response of Single Neuron PID control,an improved single neuron PID control algorithm is presented.It introduced Quadratic Performance Index to weighting coefficient modification for neuron PID controller.Finally,This algorithm is applied to the control system of power station overheating temperature.A single neuron PID control system of overheating temperature based on Quadratic Performance Index is proposed.The law of the algorithm's parameters is summarized.T... |
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| Keywords: | single neuron control PID controllers quadratic index |
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