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光伏发电技术
★ 5.0
基于谐波最大似然估计的分布式光伏接入电网承载能力评估新方法
A Novel Hosting Capacity Evaluation Method for Distributed PV Connected in Power System Based on Maximum Likelihood Estimation of Harmonic
| 作者 | Hongtao Shi · Jiahao Zhu · Yuchao Li · Zhenyang Yan · Tingting Chen · Bai Zhang |
| 期刊 | IEEE Journal of Photovoltaics |
| 出版日期 | 2025年2月 |
| 技术分类 | 光伏发电技术 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 分布式光伏 承载能力评估 谐波最大似然估计 谐波分区法 配电网 |
语言:
中文摘要
全面表征分布式光伏并网谐波注入量,并将谐波约束与其他约束相结合以准确评估配电网光伏接纳能力的方法,对于确保配电网的安全稳定运行具有重要意义。因此,本研究提出了一种基于谐波最大似然估计(MLE)的电力系统分布式光伏(PV)接纳能力评估新方法。首先,利用MLE方法中的似然函数,对分布式光伏注入的谐波参数进行最优估计,从而能够准确评估光伏并网时的谐波输出。此外,设计了一种谐波分区方法,该方法表征了并网系统中节点之间的连接程度,并将配电网划分为不同区域,有效减少了接纳能力估计中的场景数量。最后,与传统接纳能力进行了比较。本研究提出的评估方法考虑了实际分布式光伏并网系统中的谐波接入情况。基于谐波注入量建立了改进的谐波分区方法,确保了区域内光伏接纳能力评估的准确性并减少了计算时间,为配电网的接入容量提供了参考。
English Abstract
Methods for fully characterizing the harmonic injection amount of distributed photovoltaic grid connection and combining harmonic constraints with other constraints to accurately evaluate the hosting capacity of photovoltaic integration into distribution networks are of great significance as they ensure the safe and stable operation of distribution networks. Therefore, a novel hosting capacity evaluation method for distributed photovoltaics (PVs) connected in a power system based on the maximum likelihood estimation of harmonics (MLE) is proposed in this study. First, using the likelihood function from the MLE method, the harmonic parameters of distributed photovoltaic injections are optimally estimated, allowing for the accurate assessment of harmonic outputs during photovoltaic grid connections. Furthermore, a harmonic partitioning method is devised; it characterizes the connection degree between nodes in the grid-connected system, and it divides the distribution network into regions. The scenario number in the estimation of hosting capacities is effectively reduced. Finally, a comparison is carried out relative to the conventional hosting capacity. The assessment method proposed in this study considers the harmonic access in the actual distributed PV grid-connected system. An improved harmonic partitioning method is established based on the harmonic injection amount. The evaluation of PV hosting capacities in the region ensures accuracy and reduces calculation times. They provide references for the access capacity of the distribution network.
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SunView 深度解读
该谐波承载能力评估方法对阳光电源SG系列光伏逆变器和PowerTitan储能系统具有重要应用价值。通过最大似然估计精确量化多台逆变器并网时的谐波叠加效应,可优化SG逆变器的谐波抑制算法和滤波器设计参数,提升高渗透率场景下的电能质量。该方法可集成至iSolarCloud平台,实现分布式光伏接入前的承载能力预评估和并网后的实时监测,为大规模光伏电站规划提供量化依据。特别是在1500V高压系统和集中式逆变器应用中,准确的谐波建模能有效降低系统过设计成本,提高设备利用率,支撑阳光电源在高比例新能源接入场景的技术领先地位。