杨彦波, 戴龙成, 王玺. DoS攻击下火电-光伏电力系统模型预测负荷频率控制技术[J]. 宁夏电力, 2024, (4): 20-26.
引用本文: 杨彦波, 戴龙成, 王玺. DoS攻击下火电-光伏电力系统模型预测负荷频率控制技术[J]. 宁夏电力, 2024, (4): 20-26.
YANG Yanbo, DAI Longcheng, WANG Xi. Model predictive load frequency control technology of thermal-photovoltaic power system model under DoS attack[J]. Ningxia Electric Power, 2024, (4): 20-26.
Citation: YANG Yanbo, DAI Longcheng, WANG Xi. Model predictive load frequency control technology of thermal-photovoltaic power system model under DoS attack[J]. Ningxia Electric Power, 2024, (4): 20-26.

DoS攻击下火电-光伏电力系统模型预测负荷频率控制技术

Model predictive load frequency control technology of thermal-photovoltaic power system model under DoS attack

  • 摘要: 随着新能源及数字化技术在电力系统中的广泛应用,系统的随机性、波动性、分散性明显增强,给电网频率安全稳定带来巨大挑战。针对DoS攻击对光伏发电及火力发电混合电力系统带来的负荷频率失稳影响,首先,设计网络化电力负荷频率控制系统模型,并提出了一种带有缓存的模型预测控制方法;其次,考虑DoS攻击方能量受限情况,设计具有约束的DoS攻击模型;再次,通过设计的最优目标成本函数,构造增广矩阵,利用基于DoS攻击模态的分类讨论方法对火电-光伏电力系统进行渐进稳定性分析;最后,仿真结果表明,相较于之前负荷频率控制方法,所提出的模型预测控制可以有效减少DoS攻击对系统负荷频率异常波动的影响。

     

    Abstract: With the widespread application of new energy and digital technologies in the power system, the randomness, volatility, and decentralization of the system have significantly increased, which bring great challenges to the frequency security and stability of the power grid. In this paper, the impact of DoS attacks on load frequency instability of hybrid photovoltaic and thermal power systems is addressed. Firstly, a network power load frequency control system model is designed, a model predictive control method with buffer is proposed. Secondly, the energy-constrained situation of the DoS attacker is considered, and a denial of service attack model with constraints is designed. Thirdly, through the designed optimal objective cost function, augmented matrices are constructed and classification discussion method based on the DoS attack mode are utilized to perform asymptotic stability analysis of thermal-photovoltaic power system. Finally, the simulation results show that the proposed model predictive control can effectively reduce the impact of DoS attacks on abnormal fluctuations in system load frequency compared with previous load frequency control methods.

     

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