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首页> 外文期刊>Circuits and Systems >Intelligent-Based Maximum Power Extraction on Grid-Integrated Multilevel Inverter-Fed Wind-Driven Induction Generators
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Intelligent-Based Maximum Power Extraction on Grid-Integrated Multilevel Inverter-Fed Wind-Driven Induction Generators

机译:并网多电平逆变器馈电式风力发电机的基于智能的最大功率提取

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摘要

This paper presents an intelligent controller employing Adaptive Neuro-Fuzzy Inference System (ANFIS) for extracting maximum power from the wind energy conversion system even during the change in the wind speed conditions with improved quality of power. The proposed induction generator with multilevel inverter along with intelligent controller based Maximum Power Point Tracking (MPPT) technique aims at integrating winds system with improved maximum power injection and minimum harmonic issues. The proposed method will improve the power quality which is delivered to the grid in terms of harmonic, and inject the maximum power to the grid. To validate the effectiveness of the proposed control strategy, ANFIS controller, Fuzzy Inference System (FIS) and without MPPT controller have been presented and tested using MATLAB/Simulink environment.
机译:本文提出了一种采用自适应神经模糊推理系统(ANFIS)的智能控制器,即使在风速变化时,也能从风能转换系统中提取最大功率,从而提高了电能质量。拟议的带有多级逆变器的感应发电机以及基于智能控制器的最大功率点跟踪(MPPT)技术旨在集成具有改进的最大功率注入和最小谐波问题的风力系统。所提出的方法将改善谐波提供给电网的电能质量,并向电网注入最大功率。为了验证所提出的控制策略的有效性,已经提出并使用MATLAB / Simulink环境对ANFIS控制器,模糊推理系统(FIS)和不带MPPT控制器进行了测试。

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