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主动配电网中逆变器基资源的网络物理攻击鲁棒恢复
Robust Restoration From Cyber-Physical Attacks in Active Distribution Grids With Grid-Edge IBRs
| 作者 | Xue Gao · Wei Sun |
| 期刊 | IEEE Transactions on Power Systems |
| 出版日期 | 2024年7月 |
| 技术分类 | 功率器件技术 |
| 技术标签 | SiC器件 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 逆变器资源 网络物理系统 网络攻击 恢复框架 负荷恢复策略 |
语言:
中文摘要
基于逆变器的资源(IBRs)使可再生能源能够在电网边缘实现集成,同时具备增强的控制能力,以支持电网的可靠运行。随着用于实时监测和控制的信息网络的扩展,人们提出了不同的控制框架,如分层或分布式架构。关键基础设施向信息物理系统的这种演变也因攻击面的扩大带来了更多漏洞,并显著增加了由网络攻击导致物理系统故障或停电的可能性。在纵深防御的诸多努力中,及时检测并准确定位攻击入口点或路径仍然具有挑战性。因此,现有的恢复框架可能难以充分考虑信息 - 物理的相互依存关系,难以成功隔离受影响的信息和物理组件,也难以在无导致二次停电潜在风险的情况下安全恢复系统。本文旨在开发一种配电网信息物理恢复框架,利用电网边缘的IBRs从网络攻击中恢复。该框架首先基于考虑受影响信息层的IBRs运行指南构建。然后,建立一个模糊集来表示攻击场景的不确定性及其可能性水平。接下来,开发了一个分布鲁棒优化模型,以提供适用于所有场景的最优负荷恢复策略。通过在改进的IEEE 13节点和123节点测试系统上的各种用例,证明了所提出模型的有效性。仿真结果证明了所开发的攻击后恢复策略的有效性和先进性。
English Abstract
The inverter-based resources (IBRs) have enabled the integration of renewable energy at the grid edge with enhanced control capabilities to support the reliable operation of power grids. Different control frameworks, such as hierarchical or distributed architecture, have been proposed with the expansion of cyber networks for real-time monitoring and control. This evolution of critical infrastructure into cyber-physical systems also brings more vulnerabilities for the broadened attack surfaces, and significantly increases the possibility of physical system failures or outages caused by cyberattacks. Among tremendous efforts in the defense-in-depth approach, it remains challenging to provide prompt detection and accurate location of attack entry points or paths. Therefore, the prevailing restoration framework may struggle to fully consider the cyber-physical interdependence, successfully isolate the compromised cyber and physical components, and safely recover the systems without the potential risks leading to secondary outages. This paper is motivated to develop a cyber-physical restoration framework for distribution grids to recover from cyber attacks by harnessing grid-edge IBRs. The framework is first built on the operational guidelines of IBRs considering the compromised cyber layer. Then, an ambiguity set is established to represent the uncertainty of attack scenarios and their possibility levels. Next, a distributionally robust optimization model is developed to provide the optimal load restoration strategy across all scenarios. The effectiveness of the proposed model is demonstrated through various use cases on the modified IEEE 13-node and 123-node test systems. Simulation results demonstrate the effectiveness and advancement of developed post-attack restoration strategies.
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SunView 深度解读
该网络安全恢复技术可应用于阳光电源分布式光伏和储能系统的网络安全防护。通过鲁棒恢复策略,提升SG系列逆变器和ST系列储能系统在网络物理攻击下的抗干扰能力,确保系统快速恢复正常运行,为智能配电网提供网络安全保障。