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基于聚合容量估计的储能系统分布式功率跟踪控制
Distributed Power Tracking Control of Energy Storage Systems With Aggregated Capacity Estimation
| 作者 | Yin Chen · Jianyu Zhou · LinFang Yan · Yujun Lin · Xia Chen · Jinyu Wen |
| 期刊 | IEEE Transactions on Sustainable Energy |
| 出版日期 | 2025年6月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 分布式储能系统 分布式功率跟踪控制 容量估计 功率分配 事件触发 |
语言:
中文摘要
大量分布式小规模储能系统(ESSs)具有参与电网功率调节的潜力。本文提出一种结合聚合容量估计的分布式功率跟踪控制方法,可在无需总功率测量的情况下实现精确的总功率跟踪,并根据储能系统的类型、荷电状态及功率/能量容量进行功率分配。为估计各储能单元的可调度功率范围,设计了一种事件触发式分布式功率容量估计算法,通信负担较低。控制参考功率受到限制,确保系统可靠运行。所提方法采用离散时间实现,仅依赖稀疏通信网络。理论分析验证了系统平衡点的存在性与收敛性。基于IEEE 33节点系统的仿真结果验证了所提控制策略与估计算法的有效性。
English Abstract
Numerous small-scale energy storage systems (ESSs) are distributed throughout the power system and have the potential to be aggregated for power regulation. In this context, distributed power tracking control with aggregated capacity estimation is proposed for distributed ESSs. The proposed distributed control is free of the measure for total power while achieving accurate total power tracking. In addition, power allocation is performed among ESSs considering their types, SoC levels, and power/energy capacities. To estimate the dispatched power ranges of ESSs, an event-triggered distributed power capacity estimator is proposed with a relatively low communication burden. The power reference for the power tracking control is limited and therefore the reliable operation of the control is ensured. The proposed control and estimator are implemented in a discrete-time fashion and only rely on the sparse communication requirement. A detailed theoretical analysis is conducted to verify the equilibrium and convergence of the proposed approaches. Simulations based on the IEEE 33-bus system demonstrate the effectiveness of the proposed distributed power tracking control and the capacity estimator.
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SunView 深度解读
该分布式功率跟踪控制技术对阳光电源ST系列储能变流器和PowerTitan大型储能系统具有重要应用价值。文章提出的事件触发式容量估计算法可优化多台ST储能变流器的协同控制,在无需集中式总功率测量的情况下,基于各单元SOC、功率/能量容量实现精确功率分配,降低通信负担。该方法可集成到iSolarCloud云平台的分布式储能管理模块,提升光储一体化项目中多储能单元的协调控制性能。离散时间实现和稀疏通信网络的特性,适合阳光电源ESS集成方案在工商业储能和电网侧储能场景的工程化应用,增强系统可靠性与经济性。