Performance Analysis of Solar Photovoltaic System with Fuzzy Based Variable Step Size MPPT Algorithm Using Matlab /Simulink

E. P. Sarika, Josephkutti Jacob, M. S. Sheik, S. Paul
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引用次数: 1

Abstract

In the recent decades, Photovoltaic (PV) power generation has become one of the primary power source due to the advantages such as less maintenance and environmental benefits. Moreover, the generation source is ultimately free and abundant. However, the major barriers related to PV power generation are low power conversion efficiency, high cost of PV modules and nonlinearity in output power. Because of low power conversion efficiency, PV systems should work always at its Maximum Power Point (MPP). A power conditioning unit with Maximum Power Point Tracking (MPPT) technique is employed in the PV systems to harvest maximum power. The main function of MPPT is to detect the MPP for the given conditions and operate the system at that point. In this paper Fuzzy Logic Controller (FLC) based variable step size MPPT for a standalone solar PV system is presented. Solar PV system with Fuzzy based MPPT controller is built in Matlab /Simulink. The performance of proposed variable step size fuzzy MPPT algorithm is studied for different input conditions and analyzed in terms of performance parameters such as tracking speed, steady state oscillations, response under variations in irradiance and temparature, average output power and output power ripple. The results are compared with Variable Step Size Incremental Conductance (VSS InC) MPPT algorithm and conventional InC based PV system.
基于模糊变步长MPPT算法的太阳能光伏系统性能分析
近几十年来,光伏发电因其维护少、环保等优点,已成为主要的电源之一。此外,发电源最终是免费和丰富的。然而,光伏发电的主要障碍是功率转换效率低,光伏组件成本高,输出功率非线性。由于光伏发电系统的功率转换效率较低,必须始终工作在最大功率点(MPP)。在光伏发电系统中采用最大功率点跟踪(MPPT)技术的功率调节单元来获取最大功率。MPPT的主要功能是检测给定条件下的MPP,并在该点操作系统。提出了一种基于模糊控制器(FLC)的独立太阳能光伏系统变步长MPPT控制方法。采用Matlab /Simulink搭建了基于模糊控制的太阳能光伏系统。研究了不同输入条件下变步长模糊MPPT算法的性能,并从跟踪速度、稳态振荡、辐照度和温度变化下的响应、平均输出功率和输出功率纹波等性能参数进行了分析。结果与变步长增量电导(VSS InC) MPPT算法和传统的基于InC的光伏系统进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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