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储能系统技术 储能系统 ★ 5.0

结合电弹簧的储能系统分布式电压控制在网络安全攻击下的研究

Distributed Voltage Control of Energy Storage Systems Combined With Electric Springs in the Presence of Cyber-Attacks

作者 Yajie Jiang · Xiangrong Zhang · Yici Wang · Yunjie Gu · Eric Ka-wai Cheng · Yun Yang
期刊 IEEE Transactions on Industry Applications
出版日期 2024年10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 二次利用电池 三相电弹簧 电压稳定 共识算法 虚假数据注入攻击
语言:

中文摘要

鉴于可再生能源注入的不可预测性,本文利用退役电池与三相电弹簧(ES)相结合的方式,从负载侧稳定母线电压。通过基于电压反馈的无功功率调节策略实现关键负载的电压稳定,该策略有效利用了退役电池提供的有限输出电流。此外,引入了一种一致性算法以促进多个电弹簧之间的信息共享,从而确保电压达成一致并恢复稳定。然而,一致性控制器面临虚假数据注入(FDI)攻击的风险,这可能导致变流器出现电压波动。为解决这一问题,本文提出了一种分布式高阶微分器(DHOD),其具有响应速度快、估计精度高的特点,可用于检测和消除攻击信号。通过仿真和实验验证表明,所提出的策略即使在遭受虚假数据注入攻击的情况下,仍能提高电压稳定性和能量吞吐量。

English Abstract

Given the unpredictable nature of renewable energy injection, a combination of second-life batteries and three-phase electric springs (ESs) is utilized to stabilize the bus voltage from the load side. Voltage stability for critical loads is achieved through the use of a voltage feedback-based reactive power regulation strategy, which makes effective use of the limited output current provided by the second-life batteries. In addition, a consensus algorithm is introduced to facilitate information sharing among multiple ESs, thereby ensuring voltage consensus and restoration. However, the consensus controller is exposed to the risk of false data injection (FDI) attacks, which could lead to voltage fluctuations in the converters. To address this issue, a distributed high-order differentiator (DHOD) is proposed, characterized by its fast response speed and high estimation accuracy, to detect and eliminate attack signals. Through both simulation and experimental validation, it is demonstrated that the proposed strategy enhances voltage stability and energy throughput, even when subjected to FDI attacks.
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SunView 深度解读

该分布式电压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。研究提出的多代理协同无功调节策略可直接应用于储能系统的电压支撑功能,增强ST储能变流器在配电网中的电压调节能力。特别是其抗网络攻击的弹性控制机制,可提升iSolarCloud云平台的通信安全防护等级,保障储能系统在虚假数据注入等网络攻击下的稳定运行。该技术与阳光电源现有的构网型GFM控制技术结合,可进一步优化储能系统在高比例新能源接入场景下的电压调控性能,为梯次利用电池储能方案提供更可靠的分布式控制架构,提升系统整体鲁棒性和安全性。