Reduced partial shading effect and enhancement of performance metrics using a Fibonacci based algorithm

IF 1.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC International Journal of Numerical Modelling-Electronic Networks Devices and Fields Pub Date : 2024-04-28 DOI:10.1002/jnm.3242
Venkata Madhava Ram Tatabhatla, Varun Agarwal, Anshul Agarwal, Asheesh Kumar Singh
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Abstract

Partial shading within arrays diminishes power output, induces hotspots, and compromises module integrity, thereby impacting system performance. The presence of bypass diodes further exacerbates these issues by introducing non-convexities in power curves, leading to additional power losses. To solve this problem, a new reconfiguration technique named Fibonacci Random Number Generator is proposed in this work which minimizes the effects of shading on the panels. The proposed methodology swiftly reduces current discrepancies between PV array rows by reshuffles the panels in an array to disperse the shade better using a mathematical formula resulting in increased power output and smoother power curves during partial shading events. The effectiveness of the proposed method is measured in terms of GMPP, row current calculations, power loss (PL), mismatch losses (ML), execution ratio (ER), fill factor (FF), and capacity factor (CF) for four distinctive shading conditions. Validation of results in software and hardware platforms showcase the applicability of proposed approach in real-time environments. Results indicate significant average power improvements of 25.49%, 15.47%, and 9.29% compared to existing popular reconfigurations like Skyscraper, Ken-Ken, and Chaotic baker map. The proposed method stands out as a potent tool for optimizing PV arrays within real-world systems grappling with partial shading issues.

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利用基于斐波那契的算法减少局部阴影效应并提高性能指标
阵列内的部分遮光会降低功率输出,产生热点,损害模块完整性,从而影响系统性能。旁路二极管的存在进一步加剧了这些问题,因为它在功率曲线中引入了非凸性,导致额外的功率损耗。为解决这一问题,本研究提出了一种名为 "斐波那契随机数发生器 "的新的重新配置技术,它能最大限度地减少遮光对电池板的影响。所提出的方法通过对阵列中的电池板进行重新配置,利用数学公式更好地分散遮光,从而迅速减少光伏阵列行间的电流差异,从而在部分遮光事件中提高功率输出,使功率曲线更加平滑。针对四种不同的遮阳条件,从 GMPP、行电流计算、功率损耗 (PL)、失配损耗 (ML)、执行率 (ER)、填充因子 (FF) 和容量因子 (CF) 等方面测量了所提方法的有效性。在软件和硬件平台上的验证结果表明了所提方法在实时环境中的适用性。结果表明,与现有流行的重新配置方法(如 Skyscraper、Ken-Ken 和 Chaotic baker map)相比,平均功率分别提高了 25.49%、15.47% 和 9.29%。所提出的方法是在实际系统中优化光伏阵列、解决部分遮阳问题的有效工具。
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来源期刊
CiteScore
4.60
自引率
6.20%
发文量
101
审稿时长
>12 weeks
期刊介绍: Prediction through modelling forms the basis of engineering design. The computational power at the fingertips of the professional engineer is increasing enormously and techniques for computer simulation are changing rapidly. Engineers need models which relate to their design area and which are adaptable to new design concepts. They also need efficient and friendly ways of presenting, viewing and transmitting the data associated with their models. The International Journal of Numerical Modelling: Electronic Networks, Devices and Fields provides a communication vehicle for numerical modelling methods and data preparation methods associated with electrical and electronic circuits and fields. It concentrates on numerical modelling rather than abstract numerical mathematics. Contributions on numerical modelling will cover the entire subject of electrical and electronic engineering. They will range from electrical distribution networks to integrated circuits on VLSI design, and from static electric and magnetic fields through microwaves to optical design. They will also include the use of electrical networks as a modelling medium.
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