通过设计事件触发的基于强大的算法来对DC微电网进行网络攻击和故障检测.
Seyyed Mohammad Hosseini Rostami1, Mahdi Pourgholi2, Hadi Asharioun1
1Faculty of Electrical Engineering, Shahid Beheshti University, Tehran, Iran.
Scientific reports
|January 10, 2026
概括
本研究介绍了大型系统的分布式攻击检测框架,增强低压直流微电网 (DC MGs) 对复杂网络威胁的安全性.
科学领域:
- 电气工程 电气工程
- 网络安全 网络安全
- 控制系统 控制系统
背景情况:
- 大规模系统 (LSS),特别是低压直流微电网 (DC MGs),容易受到网络攻击.
- 现有的检测方法可能无法充分解决复杂的攻击载体,如虚假数据注入和隐形攻击.
研究的目的:
- 为LSS提出一种新的分布式攻击检测框架,重点关注DC MGs.
- 通过集成检测模块,提高DC MGs对复杂网络攻击的弹性.
主要方法:
- 集成事件触发 (ET) 观察员进行本地监测和分布式未知输入 (UI) 观察员进行跨子系统评估.
- 整合了适应性补偿机制,以提高对干扰的稳定性.
- 开发一种ET控制策略,以达成共识,防止Zeno行为,减少通信开销.
主要成果:
- 拟议的框架有效地识别攻击,包括错误的数据注入,隐形和重复攻击,独立模块错过.
- 模拟显示了对工艺噪声和模型不确定性的提高弹性.
- 集成检测单元显著提高了DC MGs的整体安全姿态.
结论:
- 新的分布式框架为DC MGs提供了优越的攻击检测能力,与传统方法相比.
- 适应性补偿和ET控制策略有助于稳健高效的系统运行.
- 未来的研究应该探索非理想的通信和动态系统拓,以加强自主控制.
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