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Output Voltage Control of BESS Inverter in Stand-Alone Micro-Grid Based on Expanded Inverse Model

机译:基于扩展逆模型的独立微电网中BESS逆变器的输出电压控制

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摘要

This paper investigates robust output voltage control of battery energy storage systems (BESS) inverter in stand-alone micro-grid. The transfer function model between the output voltage and duty cycle of the BESS inverter is established, base on which the main factors affecting the output voltage are analyzed theoretically. Then, the expanded inverse model of the BESS inverter is developed based on BP neural network, and the gravity search algorithm (GSA) is employed to search the initial values of the network's parameters in the training process. Further, a control method for the output voltage of BESS inverter is proposed by putting the expanded inverse model in series with the original system as well as performing the single-loop control with PI controller. Both simulation experiment results and prototype experiment results show that the proposed expanded inverse model control method has a strong capability of disturbance rejection and could ensure the high power quality for the output voltage of the BESS inverter.
机译:本文研究了独立微电网中电池储能系统(BESS)逆变器的鲁棒输出电压控制。建立了BESS逆变器的输出电压和占空比之间的传递函数模型,从理论上分析了影响输出电压的主要因素的基础。然后,基于BP神经网络开发了BESS逆变器的扩展逆模型,并且使用重力搜索算法(GSA)来搜索训练过程中网络参数的初始值。此外,通过将串联的倒置的逆模型与原始系统串联汇编以及利用PI控制器执行单环控制来提出BESS逆变器的输出电压的控制方法。仿真实验结果和原型实验结果表明,拟议的倒置逆模型控制方法具有强大的扰动抑制能力,可以确保高电压的高功率质量。

著录项

  • 来源
    《Quality Control, Transactions》 |2020年第2020期|3781-3791|共11页
  • 作者单位

    North China Elect Power Univ Sch Control Sci & Engn Baoding 071003 Peoples R China|Baoding Sinosimu Technol Co Ltd Baoding 071051 Peoples R China;

    North China Elect Power Univ Sch Control Sci & Engn Baoding 071003 Peoples R China;

    North China Elect Power Univ Sch Control Sci & Engn Baoding 071003 Peoples R China|Baoding Sinosimu Technol Co Ltd Baoding 071051 Peoples R China;

    North China Elect Power Univ Sch Control Sci & Engn Baoding 071003 Peoples R China;

    North China Elect Power Univ Sch Control Sci & Engn Baoding 071003 Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    BESS inverter; inverse model; BP neural network; gravity search algorithm; load disturbance;

    机译:BESSS逆变器;逆模型;BP神经网络;重力搜索算法;负载干扰;

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