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Impact of False Data Injection attacks on Decentralized Electric Vehicle Charging Protocols

机译:虚假数据注入攻击对分散电动车辆充电方案的影响

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Electric vehicles (EVs) gain great attention nowadays since the electrification of private and public transport has a great potential to reduce greenhouse gas emissions and mitigate oil dependency. However, the influx of a large number of electrical loads without any coordination could have adverse affects to the electrical grid. More importantly, the complexity in the coordination of a large number of EVs, pose critical challenges in ensuring overall system integrity. A typical attack found in the controllers of connected EVs is false data injection (FDI), which can be utilized to distort real energy demand and supply figures. Energy distribution requests may therefore be erroneous, which results in additional costs or more devastating hazards. The lack of a proper coordination scheme, robust to such cyber attacks could cause voltage magnitude drops and unacceptable load peaks. In this work, we study the impact of FDI attacks, on various decentralized charging protocols with reduced computational requirements. The proposed decentralized EV charging algorithms only require from each EV to solve a local problem, hence the proposed implementation require low computational resources. An extensive evaluation study highlights the strengths and weaknesses of the presented solutions which are based on iterative convex optimization solvers.
机译:自私营和公共交通的电气化具有巨大可降低温室气体排放和减轻油依赖性的电动汽车(EVS)非常重视。然而,没有任何协调的大量电负载的流入可能具有不利影响电网。更重要的是,在批准整体系统完整性时,大量EV的协调中的复杂性构成了危急挑战。在连接的EVS控制器中发现的典型攻击是假数据注射(FDI),其可用于扭曲实际能量需求和供应数字。因此,能量分配请求可能是错误的,这导致额外的成本或更具破坏性的危险。缺乏适当的协调方案,对这种网络攻击稳健可能导致电压幅度下降和不可接受的负载峰值。在这项工作中,我们研究了FDI攻击的影响,以减少计算要求的各种分散计费协议。所提出的分散的EV充电算法仅需要每个EV来解决当地问题,因此建议的实施需要低计算资源。广泛的评估研究突出了所呈现的解决方案的优点和缺点,其基于迭代凸优化溶剂。

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