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飞行器试验结果的异常值处理方法OA

Outlier handling methods for aircraft test results

中文摘要英文摘要

针对飞行器试验个别异常值可能会影响结果判定及装备定型问题,分析了异常值处理的有关做法,基于复杂试验样本的本质特征和内在逻辑,建立了多元数据、不相关多变量试验结果的统计学描述模型,将多重约束下的综合评定问题进行解耦,结合具体样例,从检验方案、历史信息有效性等方面对异常值的分析处理方法进行了对比分析,给出了可充分利用试验信息的无效样本剔除方案,提出了完善有关标准规范及深入开展相关研究的建议,可为相关系统的工程应用提供借鉴.

In response to the issue of individual outliers in aircraft testing affecting the determination of results and equip-ment standardization,this paper analyzes the relevant practices of outlier handling,based on the essential characteristics and internal logic of complex experimental samples,establishes a statistical descriptive model for multivariate data and unrelated multivariate test results,decouping the comprehensive evaluation problem under multiple constraints,combining specific ex-amples,a comparative analysis was conducted on the analysis and handling methods of outliers from the aspects of inspection schemes and historical information validity,provides a scheme for eliminating invalid samples that can utilize experimental in-formation,and proposes suggestion for improving relevant standards and regulations and conducting in-depth research,it can provide reference for engineering applications of related systems.

李玉龙

中国人民解放军 91550部队41分队,辽宁 大连 116023

航空航天

飞行器试验结果异常值处理方法

aircrafttest resultsoutlierhandling methods

《指挥控制与仿真》 2026 (2)

148-151,4

10.3969/j.issn.1673-3819.2026.02.021

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