基于主成分分析法的飞行员培养质量评价研究  

Study on Evaluating the Quality of Training Pilots Based on the Principal Component Analysis Method

作　　者：朱志航[1] 阎雷[1] 

机构地区：[1]南京航空航天大学飞行学院,南京210016

出　　处：《价值工程》2012年第34期216-218,共3页Value Engineering

基　　金：南京航空航天大学2009年度第二批教育教学改革立项研究项目

摘　　要：基于中国民航飞行员需求旺盛,培养评价指标单一和方法不够科学的现状,借助南京航空航天大学的飞行员招生和培养完整的数据,本文将主成分分析方法引用到飞行员培养质量评价研究之中。基于多元统计方法定量评价的思想,本文介绍了主成分分析法的原理,并应用该方法对飞行员培养质量进行了综合评价。结果表明,该评价方法是科学有效的,其中的主要影响因子可以帮助飞行院校解决飞行员培养过程的主要问题,从而有助于为我国民航运输业培养高素质的、优秀的飞行人员。Based on the current fact that the great demand of pilots in Chinese civil aviation is prospective while the evaluation system is single and its corresponding method is also not scientific enough,principal component analysis method will be applied into evaluating the training quality of pilot students using the complete data on the recruitment and training of pilot students from Nanjing University of Aeronautics and Astronautics.The idea of quantitative evaluation of multi-element statistical method is established in the paper,the principle of principal component analysis is also introduced,and then this method is applied to comprehensively evaluating the training of pilot students.It is shown that these evaluation methods are scientific and effective,and the main affecting factors from those can help flight schools to solve the main problem during the training,and develop the high qualitative and excellent pilots for Chinese civil aviation transportation.

关 键 词：飞行员 培养质量 主成分分析法 

分 类 号：V32[航空宇航科学与技术—人机与环境工程]