Paper Title:
Probability Boxes and DS Structures’ Research Prospects in the Mechanical Fault Signals Data Fusion
  Abstract

In the traditional machinery fault diagnosis, the feature extraction leads information loss and the different information sources’ space-time registration is a difficult problem. The Probability boxes and Dempster-Shafer Structure Theory can provide a new way to solve above difficulties. This theory has a large advantage in solving uncertainties. It can be adapted for the inconstant machinery environment. In this paper, firstly the concepts of this theory are summarized and some methods of getting probability boxes are given. Secondly the method’s feasibility is discussed. Finally some promising research directions of this theory’s applications in the machinery fault diagnosis are advanced.

  Info
Periodical
Edited by
Yiyi Zhouzhou and Qi Luo
Pages
19-24
DOI
10.4028/www.scientific.net/AMM.79.19
Citation
Y. Du, Y. L. Chi, W. Xing, "Probability Boxes and DS Structures’ Research Prospects in the Mechanical Fault Signals Data Fusion", Applied Mechanics and Materials, Vol. 79, pp. 19-24, 2011
Online since
July 2011
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$32.00
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