DocumentCode
3050609
Title
A new failure mode and effects analysis model of CNC machine tool using fuzzy theory
Author
Yang, Zhaojun ; Xu, Binbin ; Chen, Fei ; Hao, Qingbo ; Zhu, Xiaocui ; Jia, Yazhou
Author_Institution
Coll. of Mech. Sci. & Eng., Jilin Univ., Changchun, China
fYear
2010
fDate
20-23 June 2010
Firstpage
582
Lastpage
587
Abstract
Failure mode analysis is important in CNC machine tool. In order to assess the failure mode of CNC machine tool, this paper described a new fuzzy FMEA model integrating with fuzzy linguistic scale method. The model proposed a risk-space diagram to explicit the relationship of S,O and D. On the basis of the risk-space diagram, risk priority number is calculated by weighted Euclidean Distance formula and centroid defuzzification based on Alpha-level. This study is used to analysis a type of CNC lathe. Compared with the criticality ranking about another similar type of CNC lathe, the risk ranking of FMEA model revealed that the method is basically same with the actual situation. The results indicated that the fuzzy FMEA used in CNC lathe is a reasonable method corresponding to the manufacturing, and it is a validity foundation for constructing reliability design model or supporting control plan of manufacturing.
Keywords
computerised numerical control; failure analysis; fuzzy set theory; lathes; Alpha-level; CNC lathe; CNC machine tool; centroid defuzzification; failure mode and effects analysis model; fuzzy linguistic scale method; fuzzy theory; risk priority number; risk-space diagram; weighted Euclidean distance formula; Automation; Computer numerical control; Euclidean distance; Failure analysis; Machine tools; Machinery production industries; Manufacturing industries; Reliability engineering; Testing; Virtual manufacturing; CNC machine tool; FMEA; fuzzy theory; risk-space diagram; weighted Euclidean Distance;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Automation (ICIA), 2010 IEEE International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4244-5701-4
Type
conf
DOI
10.1109/ICINFA.2010.5512403
Filename
5512403
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