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Type-1 Fuzzy Logic Control System Based Maximum Power Point Tracking of Photovoltaic Systems

机译:基于Type-1模糊逻辑控制系统的光伏系统最大功率点跟踪

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摘要

Maximum Power Point Tracking (MPPT) controller is very important to improve the performance of the Photovoltaic (PV) system. Many algorithms have been introduced during the recent years. Two main factors are affected the Maximum output Power (MPP) obtained from a PV by a DC-DC converter which are irradiance (G) and Temperature (T). However, the most important point in the controller of PV systems is the design of the MPPT algorithm to maximize the extracted power from the PV system. Many reasons make the MPPT algorithms not sufficiently robust, these reasons are fast-changing environmental conditions, efficiency, accuracy at steady-state value and dynamics of the tracking algorithm. In this study, an intelligent controller based Type-1 Fuzzy Logic Controller (T1FLC) has been introduced to enhance the performance of the PV system. The T1FLC has been designed for PV system with capacity of 150 W. The complete system has been modeled using MATLAB environment. The proposed T1FLC based MPPT method has been compared with Perturb and Observe (P&O) algorithm. The proposed T1FLC based MPPT method gives robust enhancement compare with P&O algorithm.
机译:最大功率点跟踪(MPPT)控制器对于提高光伏(PV)系统的性能非常重要。近年来已经引入了许多算法。影响DC-DC转换器从PV获得的最大输出功率(MPP)的两个主要因素是辐照度(G)和温度(T)。但是,光伏系统控制器中最重要的一点是MPPT算法的设计,以最大程度地从光伏系统中提取功率。许多原因使MPPT算法不够鲁棒,这些原因包括快速变化的环境条件,效率,稳态值的精度以及跟踪算法的动态性。在这项研究中,基于智能控制器的Type-1模糊逻辑控制器(T1FLC)已被引入以增强光伏系统的性能。 T1FLC专为容量为150 W的光伏系统而设计。完整的系统已使用MATLAB环境建模。提出的基于T1FLC的MPPT方法已与Perturb and Observe(P&O)算法进行了比较。所提出的基于T1FLC的MPPT方法与P&O算法相比,具有强大的增强功能。

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