均匀光照和部分遮阳条件下基于混合灰狼优化正弦余弦算法的光伏系统最大功率点跟踪控制

M. Zafar, U. A. Khan, Noman Mujeeb Khan
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引用次数: 6

摘要

不均匀的辐照水平和急剧变化的天气和气候条件导致光伏系统属于部分遮阳(PS)类别。在均匀辐照条件下,传统的MPPT技术提供了可行的解决方案,但在PS条件下,这种技术无法发挥作用。文献中提出了许多仿生MPPT控制技术,但这些技术存在跟踪时间长、全局最大值(GM)振荡和在PS下陷入局部最大值(LM)陷阱等缺点。本文提出了一种基于混合灰狼优化器正弦余弦算法(HGWOSCA)的MPPT控制技术。在与其他生物启发技术的比较分析中,所提出的技术改进了PV系统的性能,缩短了收敛时间,很少或没有围绕全局最大值(GM)的振荡。通过在低成本微控制器上实现所提出的技术,这些增强功能也得到了实验验证。对比结果表明,该技术在PS条件下对GM的跟踪效率高于99.9%,跟踪时间缩短10-40%,振荡小于0.5 W。通过统计分析,提出了该方法在灵敏度、可靠性和可信性方面的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hybrid Grey Wolf Optimizer Sine Cosine Algorithm based Maximum Power Point Tracking Control of PV Systems under Uniform Irradiance and Partial Shading Condition
Non-uniform irradiance levels, and drastically changing weather and climate conditions cause PV systems to fall in partial shading (PS) category. Under uniform irradiance conditions, conventional MPPT techniques provide a viable solution, however under PS conditions, such techniques fail to perform. Many bio-inspired MPPT control techniques are presented in literature but drawbacks observed in these techniques are high tracking time, oscillations at global maxima (GM) and falling in local maxima (LM) trap under PS. A novel hybrid grey wolf optimizer sine cosine algorithm (HGWOSCA) based MPPT control technique is presented in this paper. Enhancement in performance of PV systems, less convergence time, little or no oscillations around global maxima (GM) are improvements observed in the proposed technique during comparative analysis with other bio inspired techniques. These enhancements are also validated with experimental setup by implementing proposed technique on low cost microcontroller. Comparison also shows the tracking of GM of proposed technique with high efficiency greater than 99.9%, 10-40% less tracking time and less than 0.5 W oscillations at GM under PS conditions. Superiority of proposed technique in terms of sensitivity, solidity and cogency is presented using statistical analysis.
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