Application of Projection Pursuit Regression in the Fault Diagnose of Advanced Amphibious Assault Vehicle Hydraulic Motor Based on Applied Mechanics

Yu Cai Dong; Ge Hua Fan; Liang Hai Yi; Ling Zhang; Min Lin

doi:10.4028/www.scientific.net/AMR.485.310

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HomeAdvanced Materials ResearchAdvanced Materials Research Vol. 485Application of Projection Pursuit Regression in...

Application of Projection Pursuit Regression in the Fault Diagnose of Advanced Amphibious Assault Vehicle Hydraulic Motor Based on Applied Mechanics

Abstract:

The hydraulic motor of amphibious assault vehicle is one of the important output executive components of the hydraulic system whose performance has an important influence for the whole system. According to the high failure rate, fault detection and location problems of hydraulic system, this paper explore the relationship between the leakage of amphibious assault vehicle and each influential factor, establish the leakage predication model by projection pursuit regression method and get a better predicated effect. It has great significance for the fault diagnosis of hydraulic motor of amphibious assault vehicle.

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Periodical:

Advanced Materials Research (Volume 485)

Pages:

310-313

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.485.310

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Online since:

February 2012

Authors:

Yu Cai Dong, Ge Hua Fan, Liang Hai Yi, Ling Zhang, Min Lin

Keywords:

Amphibious Assault Vehicle, Fault Diagnose, Hydraulic Motor, Projection Pursuit Regression

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