Research on screening method of performance index of PHM system for armored vehicles

Meijie Zhai, Hua Cong, Fuzhou Feng, Shoujun Wu
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引用次数: 3

Abstract

The comprehensive index system is a prerequisite and basis for ensuring the scientific performance of the product performance evaluation, so, the screening of the index is the necessary link in the construction of the index system. The paper regards the armored vehicle PHM system as a special product, aiming at the problem that the redundancy of the primary index set of the armored vehicle PHM system performance index system is high and the targeting is not strong. This paper uses Principal Component Analysis (PCA) to select the index, and then analysis of correlation between indicators and obtain the final optimal results. Finally, factor analysis is used to verify the feasibility and scientificity of the method, which lays a foundation for further evaluating the performance of PHM system.
装甲车辆PHM系统性能指标筛选方法研究
综合指标体系是保证产品性能评价科学性的前提和基础,因此,指标的筛选是指标体系构建的必要环节。针对装甲车辆PHM系统性能指标体系主要指标集冗余度高、目标性不强的问题,将装甲车辆PHM系统作为一种特殊的产品。本文采用主成分分析法(PCA)对指标进行选择,然后对指标之间的相关性进行分析,得出最终的最优结果。最后通过因子分析验证了该方法的可行性和科学性,为进一步评价PHM系统的性能奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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