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面向DoS攻击的网络化微电网弹性分布式电压控制
Resilient Distributed Voltage Control of Networked Microgrids Against DoS Attacks in Communication Channel
| 作者 | Hang Mu · Qianzhi Zhang · Jianmin Zhang · Fushuan Wen · Qiang Yang · Chuangxin Guo |
| 期刊 | IEEE Transactions on Industry Applications |
| 出版日期 | 2025年10月 |
| 卷/期 | 第 62 卷 第 2 期 |
| 技术分类 | 控制与算法 |
| 技术标签 | 微电网 下垂控制 模型预测控制MPC 强化学习 |
| 相关度评分 | ★★★★ 4.0 / 5.0 |
| 关键词 |
语言:
中文摘要
针对网络化微电网中分布式控制在DoS攻击导致连续通信故障(CCF)下的脆弱性,本文提出增强安全性的异步分布式主从控制(ADLFC)方法,结合冗余通道与备份计算实现电压控制鲁棒性,仿真验证其可将电压偏差维持在可控范围内。
English Abstract
The distributed control in networked microgrids (NMGs) significantly improves grid-edge voltage performance in distribution systems with high penetration of distributed energy resources (DERs). Even though a prior asynchronous distributed leader-follower control (ADLFC) method can withstand certain levels of communication delay and failure, the peer-to-peer communication of the distributed control method is still vulnerable to cyber-attacks, such as the continuous communication failure (CCF) event led by Denial of Service (DoS) attack. To address this issue, we propose an improved ADLFC method with a cybersecurity enhancement strategy, which can guarantee both the solution convergence and voltage control performance. When the peer-to-peer communication is disconnected under attack of the CCF, the proposed strategy can first detect the CCF event, then utilize redundant channels and backup computations to ensure seamless data transfer via redundant paths and task takeover by backup resources. We also build a DoS attack model to generate the CCF by considering the probability of each DoS attack request, as well as the resource consumption and recovery process of attack targets. The simulation results show that the proposed network security reinforcement strategy can ensure that the voltage deviation remains within a controllable range.
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SunView 深度解读
该研究对阳光电源PowerTitan和ST系列储能变流器(PCS)在微电网多机协同场景下的通信可靠性与电压自治控制具有直接参考价值。当前PowerTitan系统已支持多机并联与iSolarCloud远程调度,但面对网络攻击时缺乏主动检测与冗余接管机制。建议在下一代PCS固件中集成轻量化CCF检测模块及双通道通信冗余策略,并与iSolarCloud平台联动实现攻击事件上报与备用控制源自动切换,提升构网型微电网在关键场景下的网络安全韧性。