One Fusion Approach of Fault Diagnosis Based on Rough Set Theory and Dezert-Smarandache Theory

DOI

10.2991/emeit.2012.384How to use a DOI?

Keywords

Rough Sets Theory, Dezert-Smarandache Theory, fault diagnosis

Abstract

There are the advantage of Rough Sets Theory and evidence theory for processing uncertain information, and one fusion approach of fault diagnosis based on the Rough Sets Theory and Dezert-Smarandache Theory. Firstly the abundant condition attribution was reduced through Rough Sets Theory, then evidence combining results of each reduced result were calculated through the basic probability assignment and normalized attribution significance. The diagnosis results were combined by DSmT combining equation. Finally the above method was applied to some equipment diagnosis to verify its effectiveness.

Copyright

© 2012, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yanqin Su
AU  - Zhenyu Song
AU  - Tingxue Xu
PY  - 2012/09
DA  - 2012/09
TI  - One Fusion Approach of Fault Diagnosis Based on Rough Set Theory and Dezert-Smarandache Theory
BT  - Proceedings of the 2nd International Conference on Electronic & Mechanical Engineering and Information Technology (EMEIT 2012)
PB  - Atlantis Press
SP  - 1729
EP  - 1732
SN  - 1951-6851
UR  - https://doi.org/10.2991/emeit.2012.384
DO  - 10.2991/emeit.2012.384
ID  - Su2012/09
ER  -