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A New Similarity Measure of Generalized Trapezoidal Fuzzy Numbers and Its Application on Rotor Fault Diagnosis
Joint Authors
Zuo, Xin
Wang, Lijun
Yue, Yuanlong
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-03-11
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
Fault diagnosis technology plays a vital role in the variety of critical engineering applications.
Fuzzy approach is widely employed to cope with decision-making problems because it is in the simplest and most used form.
This paper proposed a new similarity measure of generalized trapezoidal fuzzy numbers used for fault diagnosis.
The presented similarity measure combines concepts of the geometric distance, the center of gravity point, the perimeter, and the area of the generalized trapezoidal fuzzy numbers for calculating the degree of similarity between generalized trapezoidal fuzzy numbers.
This method is proposed to deal with both standardized and nonstandardized generalized trapezoidal fuzzy numbers.
Some properties of the proposed similarity measure have been proved, and 12 sets of generalized fuzzy numbers have been used to compare the calculation results of the proposed similarity measures with the existing similarity measures.
Comparison results indicate that the proposed similarity measure can overcome the drawbacks of existing similarity measures.
Finally, a fault diagnosis experiment is carried out in laboratory based on multifunctional flexible rotor experiment bench.
Experimental results demonstrate that the proposed similarity measure is more effective than other methods in terms of rotor fault diagnosis.
American Psychological Association (APA)
Zuo, Xin& Wang, Lijun& Yue, Yuanlong. 2013. A New Similarity Measure of Generalized Trapezoidal Fuzzy Numbers and Its Application on Rotor Fault Diagnosis. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-10.
https://search.emarefa.net/detail/BIM-1032190
Modern Language Association (MLA)
Zuo, Xin…[et al.]. A New Similarity Measure of Generalized Trapezoidal Fuzzy Numbers and Its Application on Rotor Fault Diagnosis. Mathematical Problems in Engineering No. 2013 (2013), pp.1-10.
https://search.emarefa.net/detail/BIM-1032190
American Medical Association (AMA)
Zuo, Xin& Wang, Lijun& Yue, Yuanlong. A New Similarity Measure of Generalized Trapezoidal Fuzzy Numbers and Its Application on Rotor Fault Diagnosis. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-10.
https://search.emarefa.net/detail/BIM-1032190
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1032190