基于偏最小二乘法的两栖突击车液压马达故障诊断  

The Fault Diagnose of Advanced Amphibious Assault Vehicle Hydraulic Motor Based on Partial Least Square Method

作　　者：董玉才[1] 杨万利[1] 张玲[1] 易良海[1] 曹苏娜[1] 

机构地区：[1]装甲兵工程学院非线性科学研究所,北京100072

出　　处：《机床与液压》2010年第21期141-144,共4页Machine Tool & Hydraulics

基　　金：装甲兵工程学院创新基金项目(2008GL15)

摘　　要：液压马达是两栖突击车液压系统中故障发生率较高的元件之一,当马达泄漏量达到允许的极限值时,就要进行更换或者大修。通过分析影响两栖突击车液压马达泄漏量的影响因素,建立了马达泄漏量的偏最小二乘回归模型,得到马达泄漏量的拟合值与测量值的最大相对误差为8%,并预测超过马达允许的泄漏量极限值的时间为9109h,为科学确定液压马达的更换期或大修期提供依据。Hydraulic motor is one of the automotive components with a high incidence of accident in the assault system of advanced amphibious assault vehicle. When the motor leakage reaches the possible maximum limit, it needs replacement or major repair. Through analyzing the factors that influenced hydraulic motor leakage of advanced amphibious assault vehicle, a partial least square method model of motor leakage was created. The maximal relative error between measured value and fitted value of motor leakage is 8%. The predicted time that exceeded the possible maximum limit of motor leakage is 9 109 h.It provides a reasonable basis for defining the replacement period and major repair period of hydraulic motor in a scientific way.

关 键 词：两栖突击车 液压马达 偏最小二乘回归 故障诊断 

分 类 号：TH137[机械工程—机械制造及自动化] O241.5[理学—计算数学]