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Experimental evaluation of a partially shaded photovoltaic system with a fuzzy logic-based peak power tracking control strategy

机译:基于模糊逻辑的峰值功率跟踪控制策略的部分阴影光伏系统的实验评估

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Partial shading on photovoltaic (PV) array makes the task of operating the PV system at its peak power more complex due to multiple peak points on power–voltage () characteristic. Amongst multiple peaks, it is challenging to find global peak as there is a possibility of the system getting stuck at a local peak otherwise considerable loss of power may occur. In this study, experimental evaluation of a novel algorithm which tracks global peak is presented. The algorithm is capable of tracking the peak power under all partial shadowing and uniformly varying insolation conditions. The algorithm scans the entire curve in larger steps by varying the duty cycle of DC–DC converter without missing any peak to determine approximate location of peak power point and then uses fuzzy logic to track the real global peak. The algorithm is verified through simulation and the results are validated through hardware implementation using TMS320F28335 digital signal processor. The experimental results match with the simulation results that justify the performance and robustness of the proposed algorithm for tracking global peak power when the PV array is partially shaded. The comparative evaluation of the proposed algorithm with conventional perturb and observe-based method is also carried out experimentally.
机译:由于功率-电压()特性上有多个峰值点,光伏(PV)阵列上的部分阴影使以峰值功率运行PV系统的任务变得更加复杂。在多个峰值之间,要找到全局峰值非常具有挑战性,因为系统可能会卡在局部峰值上,否则可能会发生相当大的功率损耗。在这项研究中,提出了一种跟踪全局峰值的新算法的实验评估。该算法能够跟踪所有部分阴影和均匀变化的日照条件下的峰值功率。该算法通过改变DC-DC转换器的占空比以更大的步长扫描整个曲线,而不会丢失任何峰值以确定峰值功率点的近似位置,然后使用模糊逻辑来跟踪实际的全局峰值。通过仿真验证了该算法,并使用TMS320F28335数字信号处理器通过硬件实现对结果进行了验证。实验结果与仿真结果相符,仿真结果证明了该算法在部分遮蔽PV阵列时跟踪全局峰值功率的性能和鲁棒性。还通过实验对提出的算法与常规扰动和基于观测的方法进行了比较评估。

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