The Output Waveform Control of Three-Phase Inverter Based on Neural Network Internal Model Theory

GAO Ke-cun; YANG Jin-hui; DAI Yu-xing; HONG Tian-yu

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The Output Waveform Control of Three-Phase Inverter Based on Neural Network Internal Model Theory

更新时间：2025-07-16

- The Output Waveform Control of Three-Phase Inverter Based on Neural Network Internal Model Theory
- Acta Electronica Sinica Vol. 39, Issue 8, Pages: 1883-1888(2011)
- 作者机构：
  
  1. 湖南大学电气与信息工程学院,湖南,长沙,410082
  2. 中国电子学会,北京,100036
  3. 斯伦贝谢中国公司,北京,100015
  4. 湖南大学电气与信息工程学院湖南长沙,410082
  5. 中国电子学会北京,100036
  6. 斯伦贝谢中国公司北京,100015
- 作者简介：
- 基金信息：
- DOI：
  CLC： TM921.5
- Published：2011
- 稿件说明：
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GAO Ke-cun, YANG Jin-hui, DAI Yu-xing, et al. The Output Waveform Control of Three-Phase Inverter Based on Neural Network Internal Model Theory[J]. Acta Electronica Sinica, 2011, 39(8): 1883-1888.
DOI：

GAO Ke-cun, YANG Jin-hui, DAI Yu-xing, et al. The Output Waveform Control of Three-Phase Inverter Based on Neural Network Internal Model Theory[J]. Acta Electronica Sinica, 2011, 39(8): 1883-1888. DOI：

摘要

针对三相逆变电源数学模型在旋转

αβ

坐标系下的特点

提出了基于神经网络内模原理的逆变波形控制方案.用神经网络预估器作为逆变器的内部模型

用神经网络辨识预估逆变器正模型及其逆模型

在线修正、补偿内部模型与被控逆变器之间的模型失配.仿真和实验结果表明

该方案控制下系统稳压精度高

有较快的动态响应.

Abstract

According to the characteristic of three-phase inverter based on

αβ

rotating frame

this paper presented a control scheme of inverter output waveform control based on neural network internal model theory.The control scheme took a neural network estimate model as the internal model of three-phase inverter to estimate the actual output waveform.The simulation and experiment verify the scheme can work well.Highly accurate steady output

fast response and less distorted waveform is gained.

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