飞行器试验结果的异常值处理方法OA
Outlier handling methods for aircraft test results
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
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