Cyber attack protection and control in microgrids using channel code and semidefinite programming

M. Rana, Li Li, S. Su
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引用次数: 13

Abstract

The smart grid has been considered as a nextgeneration power system to modernize the traditional grid to improve its security, connectivity and sustainability. Unfortunately, the grid is susceptible to malicious cyber attacks, which can create serious technical, economical and control problems in power network operations. In contrast to the traditional cyber attack minimization techniques, this paper proposes a recursive systematic convolutional (RSC) code and Kalman filter based method in the context of microgrids. Specifically, the proposed RSC code is used to add redundancy in the microgrid states, and the log maximum a posterior is used to recover the state information which is affected by random noises and cyber attacks. Once the estimated states are obtained, a semidefinite programming based optimal feedback controller is proposed to regulate the system states. Test results show that the proposed approach can accurately mitigate the cyber attacks and properly estimate and control the system states.
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基于信道码和半定规划的微电网网络攻击防护与控制
智能电网被认为是对传统电网进行现代化改造以提高其安全性、连通性和可持续性的新一代电力系统。不幸的是,电网容易受到恶意网络攻击,这可能会给电网运营带来严重的技术、经济和控制问题。与传统的网络攻击最小化技术相比,本文提出了一种基于递归系统卷积(RSC)编码和卡尔曼滤波的微电网网络攻击最小化方法。具体地说,利用所提出的RSC编码在微网状态中增加冗余,并利用对数最大后验来恢复受随机噪声和网络攻击影响的状态信息。在得到系统状态估计后,提出一种基于半定规划的最优反馈控制器对系统状态进行调节。测试结果表明,该方法能准确地缓解网络攻击,并能正确地估计和控制系统状态。
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