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

被引：0

作者：

Su, Yanqin ^{[1
]}

Song, Zhenyu ^{[2
]}

Xu, Tingxue ^{[3
]}

机构：

[1] Naval Aeronaut & Astronaut Univ, Yantai, Shandong, Peoples R China

[2] Naval Aeronaut & Astronaut Univ, Dept Sci Res, Yantai, Shandong, Peoples R China

[3] Naval Aeronaut & Astronaut Univ, Dept Ordnance Sci & Technol, Yantai, Shandong, Peoples R China

来源：

PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRONIC & MECHANICAL ENGINEERING AND INFORMATION TECHNOLOGY (EMEIT-2012) | 2012年 / 23卷

关键词：

Rough Sets Theory; Dezert-Smarandache Theory; fault diagnosis;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

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.

引用

页数：4

共 50 条

[31] Multimodal medical case retrieval using Bayesian networks and the Dezert-Smarandache theory
Quellec, G.
Lamard, M.
Bekri, L.
Cazuguel, G.
Roux, C.
Cochener, B.
2008 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO, VOLS 1-4, 2008, : 245 - +
[32] A rotary machinery fault diagnosis approach based on rough set theory
Hu, T
Lü, BC
Chen, GJ
PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 683 - 689
[33] A new approach for fault diagnosis in power systems based on Rough Set theory
Zhang, Q
Han, ZX
Wen, FS
FOURTH INTERNATIONAL CONFERENCE ON ADVANCES IN POWER SYSTEM CONTROL, OPERATION & MANAGEMENT, VOLS 1 AND 2, 1997, : 597 - 602
[34] Evidential data association based on Dezert–Smarandache Theory
Mohammed Boumediene
Hossni Zebiri
Jean Dezert
International Journal of Intelligent Robotics and Applications, 2023, 7 : 91 - 102
[35] Analysis of Fusion Primary Radar, Secondary Surveillance Radar (IFF) and ESM Sensor Attribute Information under Dezert-Smarandache Theory
Pietkiewicz, Tadeusz
Kawalec, Adam
Wajszczyk, Bronislaw
2017 18TH INTERNATIONAL RADAR SYMPOSIUM (IRS), 2017,
[36] A Method of Determining the Basic Belief Assignment for Combined Primary and Secondary Surveillance Radars Based on Dezert-Smarandache Theory
Pietkiewicz, Tadeusz
Kawalec, Adam
2016 17TH INTERNATIONAL RADAR SYMPOSIUM (IRS), 2016,
[37] Rule discovery based on rough set theory in fault diagnosis
Li Wenzhao
Xiao Xiaofeng
PROCEEDINGS OF THE FIRST INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 - 3, 2006, : 903 - 907
[38] A new model of fault diagnosis based on the rough set theory
Xia Zhanguo
Wang Zhixiao
Wang Ke
ADVANCING SCIENCE THROUGH COMPUTATION, 2008, : 366 - 369
[39] The Fault Diagnosis of Power Transformer Based on Rough Set Theory
Fu Ying-shuan
Liu Fa-zhan
Zhang Wei-zheng
Zhang Qing
Zhang Gui-xin
2008 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION, VOLS 1 AND 2, 2009, : 297 - +
[40] Rough set theory based fault diagnosis on power transformers
Computer School, North China Electric Power University, Baoding 071003, China
Yi Qi Yi Biao Xue Bao, 2006, SUPPL. (1722-1723):

← 1 2 3 4 5 →