摘要
针对智能微电网柔性接入电力系统过程中,节点之间数据传输存在队列分组丢失的情况,提出基于变异果蝇优化算法的智能微电网柔性接入电力系统节点多级主动安全防御技术。利用变异果蝇优化算法处理攻击行为历史数据,主动检测电力系统攻击行为;结合攻击行为的检测结果,识别电力系统运行中的危险事件;在此基础上,搭建主动防御决策支持架构,以便根据预警信息执行相应的安全防御措施。试验结果表明:提出的基于变异果蝇优化算法的主动安全防御技术节点数据包接受率高,多级队列分组丢失率低,防御技术的有效性得到了提高。
A multi-level active security defense technology for smart microgrid flexible access to power system nodes based on mutation fruit fly optimization algorithm was proposed to address the issue of queue packet loss in data transmission between nodes during the process of smart microgrid flexible access to power system.Utilize the mutation fruit fly optimization algorithm to process historical data of attack behavior and actively detect attack behavior in the power system;identify dangerous events in the operation of the power system based on the detection results of attack behavior;on this basis,establish an active defense decision support architecture to execute corresponding security defense measures based on early warning information.The experimental results show that the proposed active security defense technology based on mutation fruit fly optimization algorithm has a high acceptance rate of node packets,a low loss rate of multi-level queue packets,and an improved effectiveness of the defense technology.
作者
祁含
肖银皓
陈凯
刘艳民
贺西南
Qi Han;Xiao Yinhao;Chen Kai;Liu Yanmin;He Xinan(Guangdong Power Grid Corporation,Guangzhou Guangdong 510030,China;Guangdong University of Finance&Economics,Guangzhou Guangdong 510320,China;Foshan Electric Power Design Institute Co.,Ltd.,Foshan Guangdong 528200,China;Guangdong Electric Power Development Co.,Ltd.,Guangzhou Guangdong 510620,China)
出处
《电气自动化》
2024年第5期56-58,共3页
Electrical Automation
基金
国家自然科学基金青年项目“轻量级物联网系统主动安全防御技术”(62002067)。
关键词
变异果蝇优化算法
微电网
柔性接入
电力系统
安全防御
mutation fruit fly optimization algorithm
microgrid
flexible access
electric power system
security defense