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一种改进的分数阶开路电压MPPT方法用于独立光伏系统中快速精确的MPP跟踪
An Enhanced Fractional Open Circuit Voltage MPPT Method for Rapid and Precise MPP Tracking in Standalone Photovoltaic Systems
| 作者 | Muhannad J. Alshareef |
| 期刊 | IEEE Access |
| 出版日期 | 2025年1月 |
| 技术分类 | 光伏发电技术 |
| 技术标签 | 储能系统 SiC器件 MPPT |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 最大功率点跟踪 混合方法 音乐椅算法 分数开路电压 效率提升 |
语言:
中文摘要
为在多变光照条件下高效提取光伏阵列最大功率,本文提出一种结合音乐椅算法(MCA)与分数阶开路电压(FOCV)的混合型最大功率点跟踪(MPPT)方法。该方法仅采用单一决策变量,简化控制流程,显著缩短动态响应时间。相较于传统FOCV方法在跟踪精度与输出功率上的局限,所提方法在MATLAB/SIMULINK平台下经渐变、正弦及实际光照条件验证,可在0.08秒内快速收敛,效率高达99.8%,稳态振荡明显降低,整体效率提升近7%。研究还系统比较了现有MPPT技术在控制变量、复杂度、跟踪速度与效率等方面的性能,表明该方法具有更优的综合表现。
English Abstract
In this research it is essential to use a maximum power point tracking (MPPT) method to capture the maximum power from solar panels in varying weather conditions. Instead of focusing solely on individual optimization MPPT algorithms, current studies now explore combining different methods for better results. This study introduces a hybrid MPPT approach that combines the Musical Chairs Algorithm (MCA) and Fractional Open Circuit Voltage (FOCV). By using one decision variable, this technique simplifies the process and reduces the time needed to reach optimal performance. Unlike FOCV’s limitations in power output and tracking efficiency, this new approach offers improved outcomes. The effectiveness of this method is tested under irradiance conditions like gradual changes in irradiance condition, sinusoidal patterns, and real irradiance profile using MATLAB/SIMULINK. The simulation findings reveal that this new method surpasses studied methods by achieving faster convergence within 0.08 s and slightly higher efficiency rates of up to 99.8% under different irradiance conditions. The study demonstrates that integrating MCA with FOCV improves efficiency by nearly 7% while reducing oscillations during steady-state operation. Moreover, this paper provides a comprehensive assessment of various MPPT methods from the literature, examining factors such as controlled variable, complexity, tracking speed, and efficiency. Furthermore, this innovative method promises response times, better efficiency levels and reduced oscillations compared to other MPPT approaches.
S
SunView 深度解读
该改进型FOCV-MPPT方法对阳光电源SG系列光伏逆变器和ST储能变流器的MPPT算法优化具有重要参考价值。其0.08秒快速收敛特性和99.8%跟踪效率可直接应用于SG系列组串式逆变器的多路MPPT控制器,特别适合应对云层遮挡等快速光照变化场景。单一决策变量的简化控制流程可降低DSP运算负荷,为SiC器件的高频开关控制预留更多计算资源。该方法在稳态振荡抑制方面的优势,可减少功率波动对PowerTitan储能系统PCS的冲击,提升光储耦合系统的整体稳定性。建议将MCA算法与现有扰动观察法进行融合测试,验证在1500V高压系统中的工程适用性。