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A novel MPPT scheme for solar powered boost inverter using evolutionary programming

机译:一种采用进化规划的新颖的MPPT太阳能升压逆变器方案

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Due to its ability to handle nonlinear functions regardless of the derivative information, Evolutionary Programming (EP) are envisaged to be very effective for Maximum Power Point Tracking (MPPT) of Photovoltaic cell (PV). This paper proposes a critical evaluation of MPPT algorithm of PV model using EP. The proposed model is then compared with the conventional Newton raphson algorithm. The simulation results obtained from the EP were found to be more accurate with the real maximum power point. The algorithm has better accuracy especially at low irradiance level that allows for a more accurate prediction of PV system performance. The EP based MPPT algorithm was tested with single stage boost inverter.
机译:由于它具有处理非线性函数的能力,而与导数信息无关,因此可以设想进化编程(EP)对于光伏电池(PV)的最大功率点跟踪(MPPT)非常有效。本文提出了使用EP的PV模型MPPT算法的关键评估。然后将提出的模型与传统的牛顿拉夫森算法进行比较。发现从EP获得的仿真结果在实际最大功率点下更为精确。该算法具有更好的准确性,尤其是在低辐照度水平下,可以更准确地预测PV系统的性能。基于EP的MPPT算法已通过单级升压逆变器进行了测试。

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