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Performance analysis of electronic power transformer based on neuro-fuzzy controller

机译:基于神经模糊控制器的电力变压器性能分析

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摘要

In recent years, electronic power transformer (EPT), which is also called solid state transformer, has attracted great interest and has been used in place of the conventional power transformers. These transformers have many important functions as high unity power factor, low harmonic distortion, constant DC bus voltage, regulated output voltage and compensation capability. In this study, proposed EPT structure contains a three-phase pulse width modulation rectifier that converts 800 Vrms AC to 2000 V DC bus at input stage, a dual active bridge converter that provides 400 V DC bus with 5:1 high frequency transformer at isolation stage and a three-phase two level inverter that is used to obtain AC output at output stage. In order to enhance dynamic performance of EPT structure, neuro fuzzy controllers which have durable and nonlinear nature are used in input and isolation stages instead of PI controllers. The main aim of EPT structure with the proposed controller is to improve the stability of power system and to provide faster response against disturbances. Moreover, a number of simulation results are carried out to verify EPT structure designed in MATLAB/Simulink environment and to analyze compensation ability for voltage harmonics, voltage flicker and voltage sag/swell conditions.
机译:近年来,也被称为固态变压器的电子电力变压器(EPT)引起了人们的极大兴趣,并已被用来代替传统的电力变压器。这些变压器具有许多重要功能,如高单位功率因数,低谐波失真,恒定的直流母线电压,稳定的输出电压和补偿能力。在这项研究中,建议的EPT结构包含一个三相脉冲宽度调制整流器,该整流器在输入级将800Vrms交流电转换为2000V DC母线,一个双有源桥式转换器在隔离时提供5:1高频变压器的400V DC母线级和一个三相两电平逆变器,用于在输出级获得交流输出。为了增强EPT结构的动态性能,在输入和隔离阶段使用具有持久性和非线性特性的神经模糊控制器代替PI控制器。带有所提出的控制器的EPT结构的主要目的是提高电力系统的稳定性,并提供对干扰的更快响应。此外,进行了许多仿真结果,以验证在MATLAB / Simulink环境中设计的EPT结构,并分析电压谐波,电压闪变和电压骤降/骤升条件的补偿能力。

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