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光伏并网逆变器NARX模型的系统辨识

郑伟 熊小伏

电网技术Issue(9):2440-2445,6.
电网技术Issue(9):2440-2445,6.

光伏并网逆变器NARX模型的系统辨识

System Identification for NARX Model of Photovoltaic Grid-Connected Inverter

郑伟 1熊小伏1

作者信息

  • 1. 输配电装备及系统安全与新技术国家重点实验室 重庆大学,重庆市 沙坪坝区 400044
  • 折叠

摘要

Abstract

A new identification and modeling method for single-phase inverter is proposed. Regarding the single-phase inverter of grid-connected photovoltaic (PV) system as a black box, only collecting external data at input and output sides of the single-phase inverter and performing nonlinear system identification by nonlinear auto regressive with exogenous input (NARX) model a relatively accurate mathematical model of the single-phase inverter can be achieved, while the internal circuit and the switch topology and parameters of the single-phase inverter as well as the type and logical relation of its control system are not needed. The experiments of the proposed method are carried out by a grid-connected PV system with capacity of 7.68 kW, and the validity of the proposed method is verified by experimental results.

关键词

逆变器/光伏系统/黑箱/非线性系统辨识/NARX模型

Key words

inverter/photovoltaic system/black box/nonlinear system identification/NARX model

分类

信息技术与安全科学

引用本文复制引用

郑伟,熊小伏..光伏并网逆变器NARX模型的系统辨识[J].电网技术,2013,(9):2440-2445,6.

基金项目

高等学校学科创新引智计划(B08036)。The Programme of Introducing Talents of Discipline to Universities (B08036) (B08036)

电网技术

OA北大核心CSCDCSTPCD

1000-3673

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