基于Python语言环境下双参量威布尔分布的实现方法研究
Research on the Implementation Method of Two-Parameter Weibull Distribution Based on Python Language Environment
喻镇涛 1夏添 1熊燕 1袁辉 1石见白1
作者信息
- 1. 襄阳达安汽车检测中心有限公司,湖北襄阳 441004
- 折叠
摘要
双参量威布尔分布是一种常用的可靠性模型,广泛应用于工程和科学领域.本文基于Python语言环境,介绍了如何使用Python来实现双参量威布尔分布的可靠性分析,并通过国家标准GB/T 34987-2017《威布尔分析》和IEC 61649:2008《Weibull analysis》验证了它的正确性.
Abstract
Two-component Weibull distribution is a commonly used reliability model,which is widely used in engineering and scientific fields.Based on Python language environment,this paper introduces how to use Python to realize the reliability analysis of bi-parametric Weibull distribution,and verifies its correctness through the national standard GB/T 34987-2017"Weibull analysis"and IEC 61649:2008"Weibull analysis".
关键词
Python/双参量威布尔分布/GB/T/34987-2017/IEC/61649:2008Key words
Python/bi-parametric weibull distribution/GB/T 34987-2017/IEC 61649:2008引用本文复制引用
出版年
2024
国家科技期刊平台
NSTL
万方数据