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基于AR参数的液压阀故障信号检测

吴文兵 黄宜坚

重型机械Issue(2):15-18,4.
重型机械Issue(2):15-18,4.

基于AR参数的液压阀故障信号检测

Hydraulic valve fault signal detection based on AR parameter

吴文兵 1黄宜坚2

作者信息

  • 1. 福州外语外贸学院计算机系,福建福州,350018
  • 2. 厦门大学信息科技学院,福建厦门,361000
  • 折叠

摘要

Abstract

The paper presents the method to adopt least squares support vector machine to detect the overflow valve fault signal, and shows AR modeling by taking normal signal and fault signal during overflow valve vibration and obtains AR parameter of the collected signal based on the model and then adopts these parameters as input for least squares support vector machine to implement fault identification and achieves satisfactory result.

关键词

故障检测/溢流阀/AR参数/最小二乘支持向量机

Key words

fault detection/ overflow valve/ AR parameter/ Least squares support vector machines

分类

机械制造

引用本文复制引用

吴文兵,黄宜坚..基于AR参数的液压阀故障信号检测[J].重型机械,2011,(2):15-18,4.

基金项目

国家自然科学基金(50975098),2008福建省重大专项课题(2008HZ0201) (50975098)

重型机械

1001-196X

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