The Fault Diagnose of Advanced Amphibious Assault Vehicle Fan Pump Based on Principal Component Regression

机译：基于主成分回归的先进两栖突击车泵故障诊断

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The fan pump hydraulic system of amphibious assault vehicle is prone to fault, an pump leakage model is established by principal component regression. This new modeling strategy can effectively extract on the components which have a strong explanatory role of the dependent variable, it achieves regression modeling in multiple arguments correlation conditions, and allows the inclusion of all the original variables. This model get rid of drawback that the least squares regression can not effectively identify and eliminate the influence of the multiple relativity among factors.

机译：风扇泵液压系统的两栖攻击车易于故障，通过主成分回归建立泵泄漏模型。这种新的建模策略可以有效地提取对从属变量具有很强的解释作用的组件中的组件，它在多个参数相关条件下实现了回归建模，并且允许包含所有原始变量。该模型摆脱了缺点，即最小二乘回归不能有效地识别和消除因子之间多相中的影响。

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来源
《International Conference on Energy, Environment and Sustainable Development》|2014年||共4页
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作者
Huan Zhan; Yucai Dong; Lianghai Yi;
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中图分类 TB3-532;
关键词
Advanced Amphibious Assault Vehicle(AAAV); Fan Pump; Principal Component Regression; Fault Diagnose;

机译：先进的两栖攻击车（AAAV）;风扇泵;主成分回归;故障诊断;

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专利

1. Advanced Amphibious Assault Vehicle [J] . Gregory Fetter Military Vehicles Forecast . 2003,第6期

机译：先进的两栖攻击车
2. Advanced Amphibious Assault Vehicle [J] . Gregory Fetter Military Vehicles Forecast . 2002,第6期

机译：先进的两栖攻击车
3. Improved Welding Processes Tested for Advanced Amphibious Assault Vehicle [J] . Welding Journal . 2000,第3期

机译：先进的两栖攻击车经过测试的改进焊接工艺
4. The Fault Diagnose of Advanced Amphibious Assault Vehicle Fan Pump Based on Principal Component Regression [C] . Huan Zhan, Yucai Dong, Lianghai Yi International Conference on Energy, Environment and Sustainable Development . 2014

机译：基于主成分回归的先进两栖突击车泵故障诊断
5. Statistical monitoring and fault diagnosing of multivariate processes based on nonlinear principal component analysis. [D] . Li, Xueman. 2004

机译：基于非线性主成分分析的多元过程的统计监测和故障诊断。
6. Principal-component-based multivariate regression for genetic association studies of metabolic syndrome components [O] . Hao Mei, Wei Chen, Andrew Dellinger, 2010

机译：基于主成分的多元回归用于代谢综合征成分的遗传关联研究
7. Application of Support Vector Machine Regression in Failure Analysis of Fan Pump in Amphibious Assault Vehicles [O] . Min Lin, Jianhua Chen, Lianghai Yi, 2015

机译：支持向量机回归在两栖突击车辆风机故障分析中的应用

The Fault Diagnose of Advanced Amphibious Assault Vehicle Fan Pump Based on Principal Component Regression

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