An improved combination rule in fault diagnosis based on dempster shafer theory

被引：0
|
作者：
School of Electronics and Information Technology, Shanghai Jiaotong University, Shanghai 200240, China [1 ]
不详 [2 ]
机构：
来源：
Journal of Computational Information Systems | 2008年 / 4卷 / 06期
关键词：
Fault detection - Formal logic - Numerical methods;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In this paper, a modified method of conventional DS evidence theory is proposed. The consensus index of evidence based on distance measures of evidence is introduced into modifying the BPAs of hypotheses with the evidence sufficiency and evidence importance. By using the Dempster's combination rule and new decision rules, the different sets of BPAs for each hypothesis are calculated, respectively, and the result can be easily obtained. A numerical example of fault diagnosis is used to illustrate the proposed method and compare with other methods. © 2008 Binary Information Press.
引用
收藏
页码：2769 / 2775
相关论文
共 50 条
  • [41] DEMPSTER-SHAFER-BASED SENSOR FUSION APPROACH FOR MACHINERY FAULT DIAGNOSIS
    Hui, Kar Hoou
    Lim, Meng Hee
    Leong, Salman
    PROCEEDINGS OF THE ASME POWER CONFERENCE JOINT WITH ICOPE-17, 2017, VOL 2, 2017,
  • [42] Data fusion for fault diagnosis using Dempster-Shafer theory based multi-class SVMs
    Hu, ZH
    Cai, Y
    Li, Y
    Li, YG
    Xu, XM
    ADVANCES IN NATURAL COMPUTATION, PT 2, PROCEEDINGS, 2005, 3611 : 175 - 184
  • [43] An Improved Algorithm for Dempster-Shafer Theory of Evidence
    Ye, Qing
    Wu, Xiaoping
    Zhai, Dingjun
    2008 3RD INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEM AND KNOWLEDGE ENGINEERING, VOLS 1 AND 2, 2008, : 13 - 18
  • [44] An Improved Algorithm for Dempster-Shafer Theory of Evidence
    Yan Chenghua
    Chen Qixiang
    ECBI: 2009 INTERNATIONAL CONFERENCE ON ELECTRONIC COMMERCE AND BUSINESS INTELLIGENCE, PROCEEDINGS, 2009, : 475 - +
  • [45] THE COMBINATION PREDICTION OF TRANSMEMBRANE REGIONS BASED ON DEMPSTER-SHAFER THEORY OF EVIDENCE
    Deng Xinyang* Xu Peida** Deng Yong* ** *(School of Computer and Information Science
    Journal of Electronics(China), 2012, (Z1) : 142 - 147
  • [46] Combination in Dempster-Shafer Theory Based on a Disagreement Factor Between Evidences
    Abellan, Joaquin
    Moral-Garcia, Serafin
    Dolores Benitez, Maria
    SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, ECSQARU 2019, 2019, 11726 : 148 - 159
  • [47] Extended Dempster-Shafer combination rules based on random set theory
    Zhu, YM
    Li, XR
    MULTISENSOR, MULTISOURCE INFORMATION FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATONS 2004, 2004, 5434 : 112 - 120
  • [48] A Dempster-Shafer Theory Based Combination of Classifiers for Hand Gesture Recognition
    Burger, Thomas
    Aran, Oya
    Urankar, Alexandra
    Caplier, Alice
    Akarun, Lale
    COMPUTER VISION AND COMPUTER GRAPHICS, 2008, 21 : 137 - +
  • [49] Analogue electronic circuit fault diagnosis based on hierarchical support vector machine and Dempster-Shafer theory
    Tang Jingyuan
    Shi Yibing
    Zhang Wei
    ICEMI 2007: PROCEEDINGS OF 2007 8TH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL III, 2007, : 565 - +
  • [50] Method of dispelling the absurdities of Dempster-Shafer's rule of combination
    Liang, Chang-Yong
    Chen, Zeng-Ming
    Huang, Yong-Qing
    Tong, Jian-Jun
    Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2005, 25 (03): : 7 - 12
12345