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投稿时间:2023-07-10
投稿时间:2023-07-10
中文摘要: 针对微电网物理层和信息层交互过程中存在虚假数据注入(FDI)攻击的情况,提出了基于卡尔曼滤波的直流微电网抵御FDI攻击的二次控制策略。考虑常数FDI攻击和时变FDI攻击,利用卡尔曼滤波器滤除二次控制中引入的攻击信号,将经过滤波后的二次控制信号输入一次控制中,实现恢复电压和精确分配功率的目的。通过2个仿真案例验证了所提方法的有效性。
Abstract:Aiming at the situation of FDI attacks in the interaction between the physical layer and the information layer of microgrid,this paper proposes a secondary control strategy of DC microgrid to resist FDI attacks based on Kalman filter.The lead following consistency algorithm is used for secondary control.The Kalman filter is designed to filter out the attack signals introduced in the secondary control by considering constant attack and time varying attack signals.The filtered secondary control signal is input into the primary control to realize voltage recovery and power accurate distribution.Two simulation cases prove the effectiveness of the proposed method.
文章编号:20235010 中图分类号:TM712 文献标志码:
基金项目:国家自然科学基金(51977127)。
作者 | 单位 | |
公笑笑 | 上海电力大学 电气工程学院 | |
杨帆 | 上海电力大学 电气工程学院 | smartgridcontrol@163.com |
引用文本:
公笑笑,杨帆.基于卡尔曼滤波的直流微电网抵御FDI攻击的二次控制策略[J].上海电力大学学报,2023,39(5):483-488.
GONG Xiaoxiao,YANG Fan.Kalman Filtering Based Microgrid Control Strategy Against FDI Attacks[J].Journal of Shanghai University of Electric Power,2023,39(5):483-488.
公笑笑,杨帆.基于卡尔曼滤波的直流微电网抵御FDI攻击的二次控制策略[J].上海电力大学学报,2023,39(5):483-488.
GONG Xiaoxiao,YANG Fan.Kalman Filtering Based Microgrid Control Strategy Against FDI Attacks[J].Journal of Shanghai University of Electric Power,2023,39(5):483-488.