Determination of the Weibull parameters from the mean value and the coefficient of variation of the measured strength for brittle ceramics

被引:17
作者
Deng, Bin [1 ]
Jiang, Danyu [2 ]
机构
[1] Chinese Peoples Liberat Army Gen Hosp, Dept Prosthodont, Beijing 100853, Peoples R China
[2] Shanghai Inst Ceram, Anal & Testing Ctr Inorgan Mat, State Key Lab High Performance Ceram & Superfine, Shanghai 200050, Peoples R China
关键词
Weibull distribution; Weibull parameters; strength variability; unbiased estimation; coefficient of variation; MODULUS; SIZE; ESTIMATORS;
D O I
10.1007/s40145-017-0227-3
中图分类号
TQ174 [陶瓷工业]; TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Accurate estimation of Weibull parameters is an important issue for the characterization of the strength variability of brittle ceramics with Weibull statistics. In this paper, a simple method was established for the determination of the Weibull parameters, Weibull modulus m and scale parameter sigma(0), based on Monte Carlo simulation. It was shown that an unbiased estimation for Weibull modulus can be yielded directly from the coefficient of variation of the considered strength sample. Furthermore, using the yielded Weibull estimator and the mean value of the strength in the considered sample, the scale parameter sigma(0) can also be estimated accurately.
引用
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页码:149 / 156
页数:8
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