基于PCA的航空装备管理检查信息筛选模型研究

Research on the Screening Model of Inspection Information of Aviation Equipment Management Based on PCA

针对航空兵部队航空装备管理过程中工作项目庞杂多样导致反映装备管理工作进展情况的检查指标繁复众多的问题,构建了基于PCA的航空装备管理工作检查信息筛选模型。首先筛选确定能够影响航空装备管理工作水平的装备管理主要工作项目,然后从反映装备管理工作进展情况的众多检查指标中,筛选保留能够高效反映航空装备管理工作进展情况的主要检查指标,优化形成更为科学合理的航空装备管理工作检查指标体系。以航空装备管理工作检查某指标下的多个指标的筛选为例,通过建模仿真验证了优化工作检查指标体系的信息筛选模型可行性。

Aiming at the problem that the work items in the process of aviation equipment management of aviation units are complex and diverse,resulting in the complexity of inspection indicators for evaluating the level of equipment management,a PCA-based aviation equipment management work inspection information screening model is constructed.First of all,the main as⁃pects of equipment management that affect the management level of aviation equipment are determined,and then from the many in⁃spection indicators that evaluate the quality of equipment management work,the main inspection indicators that can efficiently eval⁃uate the management level of aviation equipment are selected,so as to optimize the formation of a more reasonable inspection index system for aviation equipment management.Finally,the rationality of the information screening model of the optimization index is verified by modeling simulation.