基于模糊支持向量机的线路继电保护光纤通信应用技术  

Application technology of line relay protection optical fiber communication based on fuzzy support vector machine

作　　者：姚明哲 张恒滔 侯驰骋 YAO Mingzhe;ZHANG Hengtao;HOU Chicheng(Zaozhuang Power Supply Company,State Grid Shandong Electric Power Company,Zaozhuang 277000,China)

机构地区：[1]国网山东省电力公司枣庄供电公司,山东枣庄277000

出　　处：《无线互联科技》2024年第18期53-55,共3页Wireless Internet Science and Technology

摘　　要：传统的继电保护方法往往依赖于主观因素,难以适应复杂多变的运行环境。因此,文章研究新的继电保护方法,提出基于模糊支持向量机的线路继电保护光纤通信应用技术。文章采用光纤传输作为通信装置中的通信技术,设计继电保护光纤通信装置结构,采集线路状态数据,输入模糊支持向量机模型进行分类,根据分类结果,判断线路的健康状况、负载情况等关键信息,构建基于模糊支持向量机的线路实时状态传输通信流程,实现线路继电保护光纤通信技术应用。实验结果表明:所设计技术能够有效地提高继电保护的处理效率。Traditional relay protection methods often rely on subjective factors,and it is difficult to adapt to the complex and changeable operating environment.Therefore,the new relay protection method and the application technology of optical fiber communication based on fuzzy support vector machine are proposed.The optical fiber transmission is used as the communication technology in the communication device,design the structure of relay protection optical fiber communication device,collect the line status data,input the fuzzy SVM model,and judge the key information according to the classification result,construct the real-time state transmission communication process based on fuzzy SVM,and realize the research on the application technology of optical fiber communication for line relay protection.The results show that the designed technology can improve the efficiency of relay protection.

关 键 词：光纤通信应用技术 线路继电 电力系统 模糊支持向量机 

分 类 号：TM773[电气工程—电力系统及自动化]