火力与指挥控制2017，Vol.42Issue(9)：183-186,4.DOI:10.3969/j.issn.1002-0640.2017.09.041
基于改进支持向量回归机的火炮身管寿命预测
Prediction of Gun Barrel life Based on Improved Support Vector Regression
廖俊勃 1李燕 1杨军锋 1张恒 1杨志超1
作者信息
- 1. 中国华阴兵器试验中心,陕西 华阴 714200
- 折叠
摘要
Abstract
In order to accurately predict the number of artillery projectiles termination gun barrel life ,according to the shooting process with gun barrel wear body tube life characteristics,the article analyzes the gun barrel grooves start wearing capacity and the relationship between the number of projectile,support vector regression algorithm is put forward,and carry on the improvement of model optimization,based on the genetic algorithm the optimal gun barrel life prediction model is obtained. Combined with two types of gun barrel data,by using the model to forecast the gun barrel life,and compared with the original support vector regression,through the analysis on improved support vector regression forecast effect is good,high accuracy,for the artillery gun barrel life prediction in practice provides a new train of thought.关键词
火炮身管/遗传算法/支持向量回归机/寿命预测Key words
gun barrel/genetic algorithm/support vector regression/life prediction分类
军事科技引用本文复制引用
廖俊勃,李燕,杨军锋,张恒,杨志超..基于改进支持向量回归机的火炮身管寿命预测[J].火力与指挥控制,2017,42(9):183-186,4.
