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储能系统技术 储能系统 SiC器件 调峰调频 ★ 5.0

非线性实时分布式最优控制用于信息物理电力系统的频率调节

Nonlinear Real-Time Distributed Optimal Control for Frequency Regulation of Cyber–Physical Power Systems

作者 Xiao Qi · Jizhen Liu · Wenguang Zhang · Hui Deng
期刊 IEEE Transactions on Industrial Electronics
出版日期 2025年2月
技术分类 储能系统技术
技术标签 储能系统 SiC器件 调峰调频
相关度评分 ★★★★★ 5.0 / 5.0
关键词 分布式最优控制 负荷频率控制 经济调度 主动抗扰控制 物理约束与时间延迟
语言:

中文摘要

随着可再生能源在电力系统中渗透率的提高,分布式最优控制(DOC)方法被视为实时协同解决负荷频率控制与经济调度问题的有效途径。本文提出一种新型DOC方法,以应对信息物理电力系统中的非线性特性,包括物理约束与时滞。首先,结合部分原始-对偶梯度算法与自抗扰控制(ADRC),构建基于ADRC的DOC方法以提升频率控制性能;引入正投影算子处理机组出力饱和与联络线热约束;利用Lyapunov函数理论证明系统稳定性;进一步设计时滞补偿的扩张状态观测器,重构DOC方法以同时应对物理约束与时滞。最后通过实时硬件在环实验平台验证了所提方法的有效性。

English Abstract

With the increasing penetration of renewable energy sources in power systems, the distributed optimal control (DOC) method has been regarded as an effective way to integrally solve the load frequency control and economic dispatch problem in real time. This article proposes a novel DOC method to deal with the nonlinear characteristics of cyber–physical power systems including physical constraints and time delay. First, based on the integration of the partial primal–dual gradient algorithm and active disturbance rejection control method, this article develops an active disturbance rejection control (ADRC) based DOC method to improve frequency control performance. Then, the positive projection operators are introduced into the ADRC-based DOC method to realize the generation saturation constraints and thermal limits of tie-lines. The stability is theoretically proved by the Lyapunov function. Furthermore, a delay-compensated extended state observer is designed and used to rederive the DOC method to deal with both physical constraints and time delay. Finally, numeral results are obtained with a real-time hardware-in-loop experiment platform and analyzed to verify the effectiveness of the proposed method.
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SunView 深度解读

该非线性实时分布式最优控制技术对阳光电源储能与新能源并网产品具有重要应用价值。针对PowerTitan大型储能系统,ADRC自抗扰控制结合正投影算子可优化ST系列储能变流器的调频响应,在处理功率饱和约束的同时实现经济调度与频率调节协同优化。时滞补偿扩张状态观测器可应用于iSolarCloud云平台的分布式控制架构,解决通信延迟对多站点协调控制的影响。该方法与阳光电源构网型GFM控制技术结合,可提升储能系统在高比例可再生能源场景下的频率支撑能力,为多机组协同的实时经济调度提供理论支撑,增强电网侧储能的调峰调频性能与经济性。