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系统并网技术 构网型GFM 微电网 ★ 5.0

通过考虑多智能体协作的分布式构网型负荷集成提升小信号稳定性

Small-Signal Stability Enhancement through Integration of Distributed Grid-Forming Loads Considering Multi-Agent Collaboration

作者 Issarachai Ngamroo · Tossaporn Surinkaew · Yasunori Mitani
期刊 IEEE Transactions on Power Systems
出版日期 2025年4月
技术分类 系统并网技术
技术标签 构网型GFM 微电网
相关度评分 ★★★★★ 5.0 / 5.0
关键词 孤岛微电网 分布式电网形成负载 小信号稳定性 多智能体协作 仿真结果
语言:

中文摘要

未来孤岛微电网(MGs)中分布式可控负荷的集成度日益提高。这为主动调节电网频率和电压创造了新机遇,进而推动了分布式电网形成负荷(DGFM - Ls)的发展。与此同时,确保鲁棒性同样重要,尤其是在多智能体协作过程中保持小信号稳定性。本文提出了一种提高含DGFM - Ls的孤岛微电网小信号稳定性的策略。对含DGFM - Ls的微电网的小信号模型进行了数学推导和分析。通过对多智能体协作进行建模,以提高含DGFM - Ls的微电网的小信号稳定性。此外,还考虑了多智能体协作带来的不确定性,如部分或完全缺乏测量信号的可观测性。同时也考虑了各种条件下的数据质量问题。在基于逆变器的资源高渗透率的微电网中,针对不同的微电网运行点和工况(如拓扑结构变化和某些智能体不可用)进行了仿真实验。

English Abstract

The integration of distributed controllable loads in future islanding microgrids (MGs) is growing. This creates new opportunities to actively shape grid frequency and voltage. As a result, it leads to the development of distributed grid-forming loads (DGFM-Ls). Simultaneously, it is equally crucial to ensure robustness, particularly in preserving small-signal stability amid the multi-agent collaboration. This paper presents a strategy for the small-signal stability enhancement in islanding MGs with DGFM-Ls. The small-signal models of the MG with DGFM-Ls are mathematically developed and analyzed. The multi-agent cooperation is modelled to improve the small-signal stability of the MG with DGFM-Ls. Additionally, uncertainties from multi-agent cooperation, such as partial or complete lack of measured signal observability, are considered. Data quality issues are also taken into account under various conditions. Simulation results are conducted in a MG with a significant penetration of inverter-based resources under various MG operating points and conditions such as topology changes and unavailability of certain agents.
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SunView 深度解读

该研究的分布式构网型负荷控制策略对阳光电源储能和光伏产品线具有重要应用价值。可直接应用于ST系列储能变流器和PowerTitan系统的GFM控制优化,提升多机并联运行稳定性;也可集成到SG系列光伏逆变器的VSG控制中,增强弱电网适应性。多智能体协同控制思路可用于iSolarCloud平台的分布式能源管理,实现储能、光伏等多类型设备的协调控制。该技术有助于提升阳光电源产品在微电网中的动态响应性能,对构建更稳定可靠的新型电力系统具有重要意义。