| 单神经元变步长控制算法在谐波检测中的应用 |
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| 引用本文： | 陈佳锋,黄挚雄,李志勇,谭俊敏.单神经元变步长控制算法在谐波检测中的应用[J].电力电子技术,2011,45(4):43-45,63. |
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| 作者姓名： | 陈佳锋 黄挚雄 李志勇 谭俊敏 |
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| 作者单位： | 中南大学信息科学与工程学院; |
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| 基金项目： | 湖南省科技厅基金项目(00JKY1010); 湖南省自然科学基金资助项目(00JJY2056)~~ |
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| 摘 要： | 提出了基于单神经元的变步长自适应谐波检测方法,充分利用单神经元具有的自学习、自调节、自组织能力的优点,运用变步长自适应控制算法,通过实时在线调节步长,达到系统本身自调节以应对电网参数的突变.同时,以TMS320F2812型DSP为核心搭建了检测分析平台,实时检测分析电力谐波次数;运用CAN总线将分析结果实时传送到上位机...
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| 关 键 词： | 单神经元 变步长 自适应 谐波检测 |
Single Neuron and Variable Step Size Control Algorithm Used in Harmonic Detection |
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| CHEN Jia-feng,HUANG Zhi-xiong,LI Zhi-yong,TAN Jun-min.Single Neuron and Variable Step Size Control Algorithm Used in Harmonic Detection[J].Power Electronics,2011,45(4):43-45,63. |
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| Authors: | CHEN Jia-feng HUANG Zhi-xiong LI Zhi-yong TAN Jun-min |
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| Affiliation: | CHEN Jia-feng,HUANG Zhi-xiong,LI Zhi-yong,TAN Jun-min(Central South University,Changsha 410075,China) |
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| Abstract: | A harmonic detection method of adaptive variable step control algorithm based on single neuron is proposed,which has the advantages of a single neuron,such as self-learning,self-regulating,self-organizing capacity.The use of variable step size adaptive algorithm real-time online control steps.Meanwhile,with the company of TI fixed-point digital signal processor TMS320F2812 as a platform,real-time detection of power harmonic frequency,using CAN bus to trans mitreal-time PC analysis show that to achieve real-... |
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| Keywords: | single neuron variable step size adaptive harmonic detection |
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