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基于加权D—S证据理论信息融合的故障诊断方法及其应用

漆随平 王东明 刘涛 初为先 于宏波

气象水文海洋仪器2011,Vol.28Issue(3):1-4,4.
气象水文海洋仪器2011,Vol.28Issue(3):1-4,4.

基于加权D—S证据理论信息融合的故障诊断方法及其应用

Fault diagnosis method based on multi-information fusion with weighted D-S evidence theory and its application

漆随平 1王东明 2刘涛 1初为先 2于宏波1

作者信息

  • 1. 山东省海洋环境监测技术重点实验室,青岛266001
  • 2. 山东省科学院海洋仪器仪表研究所,青岛266001
  • 折叠

摘要

Abstract

Aiming at the difficulty in fault diagnosis caused by insufficiency of failure probability for the new product, a fault diagnosis method based on multi-information fusion with the weighted D-S evidence theory was proposed,which was used to deal with the problem of the lack of fault probability distribution model or the non-effective of the accurate mathematical analysis. In order to regulate confidence degree of the present fault diagnosis estimation by use of the past accuracy about the fault diagnosis,the weighted D-S evidence theory was applied. The modified fault diagnosis with the past fault diagnosis accuracy was fulfilled. The results of the fault diagnosis for the late model marine meteorological instrument show that the proposed method is feasible and efficacious while the fault probability and the knowledge are insufficient.

关键词

加权D-S证据理论/信息融合/故障诊断/船舶气象仪

Key words

weighted D-S evidence theory/information fusion/fault diagnosis/marine meteorologicalinstrument

分类

机械制造

引用本文复制引用

漆随平,王东明,刘涛,初为先,于宏波..基于加权D—S证据理论信息融合的故障诊断方法及其应用[J].气象水文海洋仪器,2011,28(3):1-4,4.

基金项目

山东省科技发展计划项目(项目编号:2009GGl0001016). ()

气象水文海洋仪器

1006-009X

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