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Abstract
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Article Information:
Research on Reliability Modelling Method of Machining Center Based on Monte Carlo Simulation
Chuanhai Chen, Zhaojun Yang, Fei Chen and Qingbo Hao
Corresponding Author: Fei Chen
Submitted: September 14, 2012
Accepted: October 19, 2012
Published: March 15, 2013 |
Abstract:
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The aim of this study is to get the reliability of series system and analyze the reliability of machining center. So a modified method of reliability modelling based on Monte Carlo simulation for series system is proposed. The reliability function, which is built by the classical statistics method based on the assumption that machine tools were repaired as good as new, may be biased in the real case. The reliability functions of subsystems are established respectively and then the reliability model is built according to the reliability block diagram. Then the fitting reliability function of machine tools is established using the failure data of sample generated by Monte Carlo simulation, whose inverse reliability function is solved by the linearization technique based on radial basis function. Finally, an example of the machining center is presented using the proposed method to show its potential application. The analysis results show that the proposed method can provide an accurate reliability model compared with the conventional method.
Key words: Machining center, monte carlosimulation, radial basis function, reliability modelling, Weibull distribution, ,
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Cite this Reference:
Chuanhai Chen, Zhaojun Yang, Fei Chen and Qingbo Hao, . Research on Reliability Modelling Method of Machining Center Based on Monte Carlo Simulation. Research Journal of Applied Sciences, Engineering and Technology, (08): 2671-2676.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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