摘要
在大量仿真试验的基础上,发现:①正态分布和3参数Weibull分布之间存在解析关系;②在工程中常见的情况下,3参数Weibull分布可有效地拟合正态和对数正态数据;③当一组数据可同时用2参数Weibull分布(B_1),正态分布(B_2),对数正态分布(B_3)和3参数Weibull分布(B4)描述时,则其B基值间存在以下关系B_1<B_2<B_3<B_4;④在工程中常见的情况下,以3参数Weibull分布拟合正态和对数正态数据,其B基值的相对误差|ε|<5%。
The following results are discovered from many of data of simulation experiments: ①A ana-lytic relation exists between normal distribution and 3 parameter Weibull distribution. ②Normal or lognor-mal data can be well fit by 3 parameter Weibull distrbution in the case of general engineering application.③The following relationship exists:B_1 <B_2<B_3<B_4,when a set of data can be well fit by 2 parameterWeibull distribution, normal distribution, lognormal distribution and 3 parameter Weibull distribution re-spectively, among which, B_1,B_2,B_3 and B_4 is their B value. ④ The relative error |ε| of B value is lowerthan 5 percent when 3 parameter Weibull distribution is used to fit normal or lognormal data with respect'to general engineering applications.
出处
《强度与环境》
北大核心
1996年第3期1-7,共7页
Structure & Environment Engineering
基金
国家自然科学基金
航空科学基金
863计划资助
攀登计划重大项目
关键词
疲劳寿命
拟合优度
统计检验
统计分布
Fatigue life, Goodness of fit, Statistical test, Statistical distribution