A Software Defined Networking Architecture for DDoS-Attack in the Storage of Multimicrogrids

被引:5
|
作者
Taherian-Fard, Elaheh [1 ]
Niknam, Taher [1 ]
Sahebi, Ramin [1 ]
Javidsharifi, Mahshid [2 ]
Kavousi-Fard, Abdollah [1 ]
Aghaei, Jamshid [3 ]
机构
[1] Shiraz Univ Technol, Dept Elect & Elect Engn, Shiraz 7155713876, Iran
[2] Aalborg Univ, Dept AAU Energy, DK-9100 Aalborg, Denmark
[3] Lappeenranta Lahti Univ Technol, Sch Energy Syst, Dept Elect Engn, Lappeenranta 83851, Finland
基金
欧盟地平线“2020”;
关键词
Microgrids; Computer architecture; Servers; Support vector machines; Reliability; Denial-of-service attack; Software defined networking; Cloud computing; Edge computing; Optimization; Multi-microgrid; software defined networking; cloud-fog computing; distributed denial of service attack (DDoS); optimization algorithm; MICROGRIDS; FUTURE; COMMUNICATION;
D O I
10.1109/ACCESS.2022.3197283
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Multi-microgrid systems can improve the resiliency and reliability of the power system network. Secure communication for multi-microgrid operation is a crucial issue that needs to be investigated. This paper proposes a multi-controller software defined networking (SDN) architecture based on fog servers in multi-microgrids to improve the electricity grid security, monitoring and controlling. The proposed architecture defines the support vector machine (SVM) to detect the distributed denial of service (DDoS) attack in the storage of microgrids. The information of local SDN controllers on fog servers is managed and supervised by the master controller placed in the application plane properly. Based on the results of attack detection, the power scheduling problem is solved and send a command to change the status of tie and sectionalize switches. The optimization application on the cloud server implements the modified imperialist competitive algorithm (MICA) to solve this stochastic mixed-integer nonlinear problem. The effective performance of the proposed approach using an SDN-based architecture is evaluated through applying it on a multi-microgrid based on IEEE 33-bus radial distribution system with three microgrids in simulation results.
引用
收藏
页码:83802 / 83812
页数:11
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