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林业科学 ›› 2010, Vol. 46 ›› Issue (2): 171-174.doi: 10.11707/j.1001-7488.20100229

• 论文 • 上一篇    

基于支持向量机中纤板施胶系统逆模型的辨识

祖海燕 孙丽萍 刘德胜   

  1. 东北林业大学机电工程学院 哈尔滨 150040
  • 收稿日期:2008-06-12 修回日期:1900-01-01 出版日期:2010-02-25 发布日期:2010-02-25
  • 通讯作者: 孙丽萍

Inverse Model Identification on Applying Glue System of Medium Density Fiberboard Based on Support Vector Machine

Zu Haiyan,Sun Liping,Liu Desheng   

  1. College of Mechanical and Electrical Engineering, Northeast Foresty University Harbin 150040
  • Received:2008-06-12 Revised:1900-01-01 Online:2010-02-25 Published:2010-02-25

关键词: 逆模型, 施胶系统, 支持向量机, 建模

Abstract:

Applying glue system of medium density fiberboard is a typical nonlinear time-delay system.In this paper,based on the simple introduction of the principle of the inverse model identification,using the function approximation ability of support vector machine, the inverse model of applying glue system is identified with the direct inverse model identification method based on least squares support vector regression,and the simulation results indicate that the inverse model of applying glue system built through the direct inverse model identification method on support vector machine has high accuracy and the feasibility and validity of the method is also proved.

Key words: inverse model, applying glue system, support vector machine, modeling