文章摘要
薛永亮,陈振林.基于核近邻非参数回归的航材消耗预测[J].,2019,34(6):516-520
基于核近邻非参数回归的航材消耗预测
Prediction of Aviation Material Consumption Based on Nonparametric Regression of Nuclear Nearest Neighbor
  
DOI:10.7682/j.issn.1673-1522.2019.06.009
中文关键词: 航材消耗  预测  非参数回归
英文关键词: aviation material consumption  prediction  nonparametric regression
基金项目:
作者单位
薛永亮 海军航空大学,山东烟台 264001 
陈振林 海军航空大学,山东烟台 264001 
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中文摘要:
      针对某型直升机服役时间短、机型较新、备件采购周期长等特点,使用核近邻非参数回归对平稳型航材建立消耗预测模型。对比多种回归方法,证明基于非参数回归的航材消耗模型对区间预测具有较好的效果。
英文摘要:
      According to the characteristics of a certain type of cited helicopter, such as short service time, relatively newmodel and long spare parts procurement cycle, the non-parametric regression algorithm was used to establish the aviationmaterial consumption model. Based on the classification of aviation materials, the consumption prediction model of station?ary aviation materials was established by using nonparametric regression of nuclear nearest neighbor. By comparing vari?ous regression methods, it is proved that the model based on non-parametric regression has a good effect on interval pre?diction.
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