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Implementation of Particle Swarm Optimization Based Maximum Power Point Tracking of Solar Photovoltaic Array Under Non Uniform Insolation Conditions

机译:非均匀日照条件下基于粒子群算法的太阳能光伏阵列最大功率跟踪

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摘要

This paper presents a Global Maximum Power Point Tracking (GMPPT) for a series connected Solar Photovoltaic Array (SPVA) under mismatched irradiance conditions/partially shaded conditions using Particle Swarm Optimization (PSO) technique. Partial shaded SPV modules produce several local maximum power points, which makes the tracking of the global maximum power point a difficult task. Most of conventional tracking methods fail to work properly under these non uniform insolation conditions. Some methods proposed in the literature track the global peak (GP) with some limitations. This paper proposes PSO based GP tracking with the objective of maximizing the power. This method tracks GP by finding the optimum value of SPVA current which maximizes the total power extracted from SPVA. The proposed method is checked for different shading patterns through simulation and verified through experimentation using TMS320LF2407 DSP. The results show the effectiveness and robustness of the proposed optimization approach.
机译:本文介绍了在不匹配辐照度条件/部分阴影条件下使用粒子群优化(PSO)技术的串联太阳能光伏阵列(SPVA)的全局最大功率点跟踪(GMPPT)。部分阴影的SPV模块会产生多个局部最大功率点,这使得跟踪全局最大功率点成为一项艰巨的任务。在这些不均匀的日照条件下,大多数常规跟踪方法无法正常工作。文献中提出的某些方法在跟踪全球峰值(GP)时有一定的局限性。本文提出了基于PSO的GP​​跟踪,目的是使功率最大化。该方法通过找到使SPVA提取的总功率最大的SPVA电流的最佳值来跟踪GP。通过仿真检查了提出的方法是否具有不同的阴影模式,并使用TMS320LF2407 DSP通过实验进行了验证。结果表明了所提优化方法的有效性和鲁棒性。

著录项

  • 来源
    《International review of electrical engineering》 |2011年第3ptab期|p.1503-1510|共8页
  • 作者单位

    Department of Electrical and Electronics Engineering, SSN College of Engineering, Chennai;

    PG Student (Power Electronics and Drives), Department of Electrical and Electronics Engineering, SSN College of Engineering, Chennai;

    Department of Electrical and Electronics Engineering, SSN College of Engineering, Chennai;

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

    SPVA; MPPT; global peak; PSO; MATLAB; DSP;

    机译:SPVA;MPPT;全球高峰;PSO;MATLAB;数字信号处理器;

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