期刊
SUSTAINABILITY
卷 14, 期 5, 页码 -出版社
MDPI
DOI: 10.3390/su14052937
关键词
hybrid dynamical load; maximum power point; PV array configuration; partial shading; optimization
This paper presents a comprehensive analysis of the impact of different shading patterns on PV arrays and proposes a solution to extract the maximum power point using optimization algorithms. The experiments show that the IGWO algorithm performs superiorly in maximum power tracking and disturbance rejection.
The characteristics of photovoltaic (PV) are directly affected by partial shading (PS) conditions due to the non-uniform irradiance. The PV system can be compromised based on the shading pattern as well as the shading area. Thus, the need for a solution that can deal with non-uniform irradiance has increased significantly. Consequently, this paper proposes a thorough analysis of the impact of PS patterns on different PV array configurations such as SP, TCT, and BL. The five optimization algorithms PSO, DA, MLS-SPA, IGWO, and BWO, were used to tune the variable step of the conventional P & O technique to extract the maximum power point. The proposed PV array is 4x4 with a fixed location, yet changing electrical connections. The main objective and novelty of this paper is to locate the Global Maximum Power Point (GMPP) of a PV array while the occurrence of different PSC with fast change of hybrid load e.g., (resistive and pump load). The results showed the superior performance of the IGWO algorithm regarding the maximum power tracking and disturbance rejection.
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