论文信息 - Risk evaluation of NC machine tools based on fuzzy weighted geometric mean

Risk evaluation of NC machine tools based on fuzzy weighted geometric mean

According to the data collected from 23 NC machine tools from one type, based on the fuzzy FMEA model, a Failure modes Analysis have been carried out. Fuzzy linguistic variables were introduced into the analysis, and the three risk factors were given different weights, Each FRPNs of the failure modes were calculated by linear programming, and then the failure mode which influence the NC lathe the most have been pointed out, this results can provide useful basis on how to eliminate these failure models and how to improve the reliability of NC machine tools of this type.

[1] Chia-Wei Hsu,et al. Risk evaluation of green components to hazardous substance using FMEA and FAHP , 2009, Expert Syst. Appl..

[2] Guo Dong,et al. Application of Entropy Weight Coefficient Method to the Evaluation of Enterprise Informatization , 2003 .

[3] Timothy J. Ross,et al. Fuzzy Logic with Engineering Applications: Ross/Fuzzy Logic with Engineering Applications , 2010 .

[4] Jia Ya-zhou,et al. Failure mode effect and criticality analysis on certain serial CNC lathes , 2005 .

[5] Jian-Bo Yang,et al. Risk evaluation in failure mode and effects analysis using fuzzy weighted geometric mean , 2009, Expert Syst. Appl..

[6] H. Carter. Fuzzy Sets and Systems — Theory and Applications , 1982 .

[7] Didier Dubois,et al. Fuzzy sets and systems ' . Theory and applications , 2007 .

[8] Chiang Kao,et al. Fractional programming approach to fuzzy weighted average , 2001, Fuzzy Sets Syst..

[9] T. Ross. Fuzzy Logic with Engineering Applications , 1994 .

[10] H.Arabian-Hoseynabadi,et al. Failure Modes and Effects Analysis (FMEA) for Wind Turbines , 2011 .

[11] Chiu-Chi Wei,et al. Failure mode and effects analysis using grey theory , 2001 .