FAULT DIAGNOSIS OF MAIN ENGINE SHAFTING SYSTEM BASED ON V-SVM

被引:0
作者
Zhan Yulong [1 ]
Huo Chongfu [1 ]
Wei Wei [1 ]
Yang Zhiyuan [1 ]
机构
[1] Shanghai Maritime Univ, Dept Marine Engn, Shanghai 200135, Peoples R China
来源
ISISE 2008: INTERNATIONAL SYMPOSIUM ON INFORMATION SCIENCE AND ENGINEERING, VOL 1 | 2008年
关键词
support vector machine; kernel function; fault diagnosis; shafting system;
D O I
10.1109/ISISE.2008.178
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, many new technologies have been developed for fault diagnosis of marine main engine, including intelligent fault diagnosis. This paper focuses on the application of Support Vector Machine (SVM) on fault diagnosis of marine main engine mechanic shafting system, and we use simulation to test the effectiveness of such application.
引用
收藏
页码:673 / 677
页数:5
相关论文
共 6 条
[1]  
CRISTIANINI N, 2000, INTRO SPPTORT VECTOR
[2]  
Deng N. Y., 2004, NEW METHOD DATA MINI
[3]  
PLATT J, 2000, LARGEMARGIN DAGS MUL
[4]  
Vapnik V, 2000, NATURE STAT LEARNING
[5]  
WANG J, 2005, VIBRATION FAULT DIAG
[6]  
WANG M, FAULT DIAGNOSIS ROTA