DocumentCode
2871635
Title
Application of Rough Set in the Construction of Optimized Fault Diagnosis Network
Author
Jie Sun
Author_Institution
Sch. of Comput. Sci. & Eng., Jiangsu Teachers Univ. of Technol. (JTUT), Changzhou, China
Volume
2
fYear
2012
fDate
28-29 Oct. 2012
Firstpage
138
Lastpage
141
Abstract
On the basis of research of the fault diagnosis network based on rough set, optimized fault diagnosis network is proposed in this paper, it effectively makes up the original fault diagnosis network shortages. the rules of each node are simpler and the amount of the rules is decreased. the problem of repetition of matching same rules is avoided by the adjustment of the rule sets of each node. When the accuracy is same, the rules with high utilization frequency will be used at first, which effectively reduce the time of finding rules.
Keywords
fault diagnosis; rough set theory; node rule sets; optimized fault diagnosis network construction; rough set theory; Accuracy; Cognition; Educational institutions; Fault diagnosis; Rotating machines; Rotors; Time frequency analysis; fault diagnosis; rough set; rule sets;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Design (ISCID), 2012 Fifth International Symposium on
Conference_Location
Hangzhou
Print_ISBN
978-1-4673-2646-9
Type
conf
DOI
10.1109/ISCID.2012.187
Filename
6405586
Link To Document