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基于聚合分布式光伏的主动快速功率-频率调节在新型电力系统中的应用
Aggregated Distributed Photovoltaics-Based Active Fast Power-Frequency Regulation in the New Power System
| 作者 | Hongliang Yuan · Wenbin Yue · Chunxia Dou · Gerhard P. Hancke · Zhijun Zhang · Xiangsen Wei · Houjun Li · Yichen Guo |
| 期刊 | IEEE Transactions on Sustainable Energy |
| 出版日期 | 2025年11月 |
| 卷/期 | 第 17 卷 第 2 期 |
| 技术分类 | 控制与算法 |
| 技术标签 | 调峰调频 并网逆变器 组串式逆变器 模型预测控制MPC |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 |
语言:
中文摘要
本文提出一种分层快速功率-频率调节方法,通过聚类实现分布式光伏精准聚合,结合ARIMA与灰色模型提升秒级功率预测精度,并设计信息-物理融合的共识型功率分配策略,降低通信延迟与线路损耗,提升系统调频响应能力。
English Abstract
The large-scale integration of distributed photovoltaics (PVs) in the new power system increases the proportion of dispatchable resources, enabling their participation in fast power-frequency regulation (FPFR) of the system. However, the large number and wide distribution of distributed PVs limit their ability to directly participate in regulation. To address this issue, this paper proposes a hierarchical fast power-frequency regulation method based on aggregated distributed PVs. Firstly, to tackle the aggregation difficulty posed by the diverse locations, capacities, and adjustment capabilities of distributed PVs, a clustering-based aggregation method for distributed PVs is proposed, which utilizes the multi-dimensional characteristics of distributed PVs to precisely quantify the node relationships and then optimize the modularity function, thereby achieving the accurate aggregation of distributed PVs. Secondly, to mitigate the impact of power fluctuations and nonlinearity in aggregated distributed PVs on their participation in second-timescale FPFR, a combined prediction method is proposed, which integrates the strengths of both Autoregressive Integrated Moving Average (ARIMA) model and grey system model to enable faster and more accurate power prediction of the aggregated distributed PVs in the next few seconds. Furthermore, considering the effect of information and electricity flow among aggregations, a consensus-based power allocation strategy is designed from a cyber-physical fusion perspective. This strategy dynamically adjusts communication paths to mitigate the impact of communication delays while simultaneously minimizing the line power losses among aggregations. Finally, simulation results validate the effectiveness of the proposed method.
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SunView 深度解读
该研究高度契合阳光电源ST系列PCS、PowerTitan及组串式逆变器在构网型应用与电网支撑服务中的技术演进方向。其聚合调控框架可直接赋能iSolarCloud平台实现分布式光储资源协同调频;提出的秒级预测与共识分配算法,可嵌入SG系列逆变器和ST PCS的本地控制器,增强其在新型电力系统中作为快速调节资源的能力。建议在光储一体化项目中试点集成该算法,优先适配PowerStack集群调度架构。