计算机与现代化 ›› 2012, Vol. 1 ›› Issue (9): 163-165.doi: 10.3969/j.issn.1006-2475.2012.09.041

• 算法分析与设计 • 上一篇    下一篇

基于指数平滑法的航材消耗定额预测研究

郭峰,刘臣宇,李卫灵   

  1. 海军航空工程学院青岛分院,山东青岛266041
  • 收稿日期:2012-05-14 修回日期:1900-01-01 出版日期:2012-09-21 发布日期:2012-09-21

Research on Spares Consumption Quota Prediction Based on Exponential Smoothing Method

GUO Feng, LIU Chen-yu, LI Wei-ling   

  1. Qingdao Branch, Naval Aeronautical and Astronautical University, Qingdao 266041, China
  • Received:2012-05-14 Revised:1900-01-01 Online:2012-09-21 Published:2012-09-21

摘要: 由于一次、二次和三次指数平滑法对不同消耗规律的航材预测拟合度不同,本文同时采用这三种指数平滑法进行航材消耗定额预测,其平滑系数采用使误差平方和最小的值,最后选择三种方法中误差平方和最小的结果作为航材消耗定额。预测结果表明综合利用三种指数平滑法进行预测要比单一方法预测更加准确,该研究方法具有较高的实用性和推广性。

关键词: 一次指数平滑, 二次指数平滑, 三次指数平滑, 航材消耗预测

Abstract: Because the linear, secondary, cubic exponential smoothing method have different fitting degree when predicting the spares with the different consumption discipline, this paper adopts the three kinds of exponential smoothing method to predict spares consumption quota, whose smoothing coefficients take a value that makes the squared error minimum when it is in a certain range, finally selects the result, with minimum squared error among the three methods, as spares consumption quota. Prediction results show that the comprehensive application of three kinds of exponential smoothing method to predict is more accurate than single method, the research method is of higher utility and promotion.

Key words: linear exponential smoothing, secondary exponential smoothing, cubic exponential smoothing, spares consumption prediction