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Unified power flow controller based on fuzzy neural network
基于模糊神经网络的统一潮流控制器(英文)

Keywords: unified power flow controller(UPFC),self_organizing fuzzy neural networks,genetic algorithms,electric(current) forecasting
统一潮流控制器
,自组织模糊神经网络,遗传算法,电流预测

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Abstract:

In order to allay the influence of both the experience in the design of the fuzzy rule of unified power flow controller(CPFC) and the UPFC performance with respect to the power system parameter variations,fuzzy neural networks are applied to UPFC in this paper.First,the control strategy of UPFC is briefly introduced.Second,the constructions of self_organizing fzzy neural network and fuzzy neural network based on genetic algorithms are presented.Third,the self_organizing fuzzy neural network,the fuzzy neural network based on genetic algorithms and the control strategy of UPFC are used to design two kind of UPFC.Finally,the simulating examples,done on MATLAB,are adopted to demonstrate that the proposed approaches of these UPFC will be effective.

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