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基于非对称区间二型模糊逻辑控制的部分阴影条件下光伏系统最大功率点跟踪整定

Asymmetrical interval type-2 fuzzy logic control based MPPT tuning for PV system under partial shading condition.

作者信息

Verma Pallavi, Garg Rachana, Mahajan Priya

机构信息

Electrical Engineering Department, Delhi Technological University, New Delhi, India.

出版信息

ISA Trans. 2020 May;100:251-263. doi: 10.1016/j.isatra.2020.01.009. Epub 2020 Jan 11.

Abstract

The conventional maximum power point tracking (MPPT) algorithm shows best performance under uniform insolation but when photovoltaic (PV) array is partially irradiated, the Power vs Voltage (P-V) plot consists of multiple local maxima power point (LMPP) and one global maxima power point (GMPP). The conventional MPPT algorithm may track local peak and fluctuate around it, resulting in lower power tracking. To eradicate this drawback of conventional algorithm, the solar PV system requires the synthesis of modified controller which is able to discriminate between local and global peak point. Along with implementing modified MPPT controller, to minimise the adverse effect of partial shading on PV system, different PV array arrangements like series-parallel (SP), honey comb (HC), total cross tied (TCT) etc. may be used. Author(s) in the present study, has proposed asymmetrical interval type-2 fuzzy logic control (IT-2 AFLC) based MPP algorithm for tracking global peak in partial shading condition (PSC) with different PV array arrangements. The presented algorithm has been compared with other approaches viz. perturb & observe (P&O) and type-1(T-1) FLC for GMPP tracking, fill factor, shading losses, mismatch loss and efficiency to establish its superiority. For evaluating the efficiency of different algorithms, the EN50530 MPPT efficiency test has been performed under dynamic condition. The proposed algorithm has been developed under MATLAB/Simulink environment.

摘要

传统的最大功率点跟踪(MPPT)算法在均匀光照条件下表现出最佳性能,但当光伏(PV)阵列受到部分光照时,功率-电压(P-V)曲线会包含多个局部最大功率点(LMPP)和一个全局最大功率点(GMPP)。传统的MPPT算法可能会跟踪局部峰值并在其附近波动,导致功率跟踪较低。为了消除传统算法的这一缺点,太阳能光伏系统需要合成一种能够区分局部和全局峰值点的改进控制器。除了实施改进的MPPT控制器外,为了最小化部分阴影对光伏系统的不利影响,可以使用不同的光伏阵列布置,如串并联(SP)、蜂巢(HC)、全交叉连接(TCT)等。本研究的作者提出了基于非对称区间二型模糊逻辑控制(IT-2 AFLC)的MPP算法,用于在不同光伏阵列布置的部分阴影条件(PSC)下跟踪全局峰值。所提出的算法已与其他方法进行了比较,即用于GMPP跟踪的扰动观察(P&O)和一型(T-1)FLC、填充因子、阴影损耗、失配损耗和效率,以确立其优越性。为了评估不同算法的效率,在动态条件下进行了EN50530 MPPT效率测试。所提出的算法是在MATLAB/Simulink环境下开发的。

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