虚拟电厂分布式经济调度的网络攻击检测方法

Tianfeng Chu, Zhenhong Yan, Xiangdong Gong, Fang Dong
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引用次数: 0

摘要

虚拟发电厂(VPP)包含大量的分布式发电机和负载。因此,需要一种基于多智能体系统的分布式调度方法来实现经济调度。本文设计了一种不需要集中控制器和领导者的全分布式经济调度策略。分布式策略存在安全风险。本文分别讨论了不稳定攻击和隐身攻击。根据隐身攻击的特点,设计了一种通过对比参考电流信号进行攻击检测和报警的方法。为了测试所提出的调度策略和检测方法,建立了仿真模型进行测试。仿真结果表明,所提出的全分布式经济调度策略是有效的。此外,FDIA攻击检测算法可以快速准确地检测到隐身攻击。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Network Attack Detection Method for Distributed Economic Dispatch of Virtual Power Plants
Virtual power plant (VPP) contains a large number of distributed generators (DG) and loads. Therefore, a distributed method based on multi-agent system is required for economic scheduling. This paper designs a fully distributed economic scheduling strategy, which does not require a centralized controller or leader. Distributed policies pose security risks. In this paper, instability attack and stealth attack are discussed respectively. Based on the characteristics of stealth attack, a method of attack detection and alarm by comparing the reference current signal is designed. In order to test the proposed scheduling strategy and detection method, a simulation model is built to test. The simulation results show that the proposed fully distributed economic scheduling strategy is effective. In addition, the FDIA attack detection algorithm can quickly and accurately detect stealth attacks.
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