| 基于支持向量机的输电线路故障诊断分类 |
| |
| 引用本文： | 马新明,韩占忠,刘平.基于支持向量机的输电线路故障诊断分类[J].电气开关,2009,47(5):61-63,79. |
| |
| 作者姓名： | 马新明 韩占忠 刘平 |
| |
| 作者单位： | 1. 三峡大学电气信息学院,湖北,宜昌,443002
2. 石嘴山市供电局,宁夏,石嘴山,753000 |
| |
| 摘 要： | 基于支持向量机SVM(Support Vector Machine)的输电线路故障分类方法,可利用Matlab6.5仿真输电线路故障得到两组不同类型故障的数据。结合Matlab6.5环境下SVM工具箱进行编程,建立SVM故障分类器对测试样本进行测试。结果验证了该故障诊断方法的可行性。
|
| 关 键 词： | SVM 输电线路 故障诊断分类 |
The Fault Diagnosis Classification of Transmission Lines Based on SVM |
| |
| MA Xin-ming,HAN Zhan-zhong,LIU Ping.The Fault Diagnosis Classification of Transmission Lines Based on SVM[J].Electric Switchgear,2009,47(5):61-63,79. |
| |
| Authors: | MA Xin-ming HAN Zhan-zhong LIU Ping |
| |
| Affiliation: | 1.College of Electrical Engineering and Information;Sanxia University;Yichang 443002;China;2.Shizuishan Administration of Power Supply;Shizuishan 753000;China |
| |
| Abstract: | For the fault diagnosis classification of transmission lines based on support vector machine,two group data of different types can be got by using Matalb 6.5 simulation transmission line fault.Use SVM tool box to program under Matlab 6.5 and establish SVM fault sorter to test the sample.The results verify feasibility of the fault diagnosis method. |
| |
| Keywords: | SVM transmission line fault diagnosis classification |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
