New optimization and security approaches to enhance the Smart Grid performance and reliability

Mohammed Attia, S. Senouci, E. Aglzim
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Abstract

Nowadays, the Smart Grid (SG) is becoming smarter thanks to the integration of different information and communication technologies to enhance the reliability and efficiency of the power grid. However, several issues should be met to ensure high SG performance. Among these issues, we cite the problem of electric vehicles (EVs) integration into the SG to avoid electricity intermittence due to the important load that EVs can create. Another issue is the SG communication network security that can be attempted by malicious intruders in order to create damages and make the power grid instable. In this context, we propose at a first level a Bayesian game-theory model that aims to integrate optimally EVs into the SG and maintain the equilibrium between the offer and the demand. At a second level, we propose an Intrusion Detection System (IDS) to protect the SG from attacks that aim to disturb the state estimation. Numerical results prove the efficiency and robustness of our proposed models.
新的优化和安全方法,提高智能电网的性能和可靠性
目前,智能电网通过集成各种信息通信技术,提高电网的可靠性和效率,使其更加智能化。然而,为了确保高SG性能,应该满足几个问题。在这些问题中,我们引用了电动汽车(ev)集成到SG的问题,以避免由于电动汽车可能产生的重要负载而导致的电力间歇性。另一个问题是SG通信网络的安全性,恶意入侵者可能会试图造成损害并使电网不稳定。在此背景下,我们首先提出了一个贝叶斯博弈论模型,该模型旨在将电动汽车最优地整合到SG中,并保持提供和需求之间的平衡。在第二层次,我们提出了一种入侵检测系统(IDS)来保护SG免受旨在干扰状态估计的攻击。数值结果证明了所提模型的有效性和鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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