Application of Support Vector Machine Regression in Failure Analysis of Fan Pump in Amphibious Assault Vehicles

摘要：

　　Hydraulic motor is one of the elements with a high occurrence rate of failure in hydraulic system of amphibious assault vehicles.When the fan pump leakage reaches the limit value allowed,the fan pump should be renewed or overhauled.Through an analysis of the influencing factors that affect fan pump leakage of amphibious assault vehicles,this article establishes a support vector machine (SVM) regression model for fan pump leakage and gets a maximum relative error of 4% between the fitted value and the measured value of fan pump,which offers more reliable evidencefor scientific determination of renewal period or overhaul period of fan pump.

关键词： Amphibious Assault Vehicle Fan Pump SVM Regression Failure Analysis

作者: Min Lin Jianhua Chen Lianghai Yi Jun Li

作者单位: Institute of Nonlinear Science,Academy of Armored Force Engineering,Beijing,China

会议类型: 国际会议

会议名称: the 2012 International Conference on Manufacturing Engineering and Automation (2012年制造工程与自动化国际会议(ICMEA2012))

会议地点: 广州

会议语种:英文

页码: 1982-1985

在线出版日期: 2012-11-16（万方平台首次上网日期，不代表论文的发表时间）