舰船科学技术2024,Vol.46Issue(3) :126-130.DOI:10.3404/j.issn.1672-7649.2024.03.022

基于二重威布尔混合分布的某型燃机燃油泵组件可靠性分析

Reliability analysis of fuel pump component for a gas turbine based on a double Weibull hybrid distribution

陈阳 李俊 熊景阳
舰船科学技术2024,Vol.46Issue(3) :126-130.DOI:10.3404/j.issn.1672-7649.2024.03.022

基于二重威布尔混合分布的某型燃机燃油泵组件可靠性分析

Reliability analysis of fuel pump component for a gas turbine based on a double Weibull hybrid distribution

陈阳 1李俊 2熊景阳1
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作者信息

  • 1. 海军工程大学动力工程学院,湖北武汉 430033
  • 2. 中国人民解放军95778部队,云南 昆明,650000
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摘要

燃油泵组件是机电一体化的产品,其在使用中获得的故障数据存在不同失效机理的情况,因此一重威布尔分布无法准确描述产品失效机理,而混合分布通过将多种失效分布进行耦合,能够充分描述产品失效机理.本文将二重三参数威布尔混合分布模型应用在舰船发动机附件故障分析中,基于某型燃机燃油泵组件的故障数据,通过数据分析直方图确定故障模型与模型初始化参数,通过Matlab非线性曲线拟合方法来估计二重三参数威布尔混合分布的参数.研究方法及成果能够为燃油泵组件可靠性分析及优化改进提供一定的借鉴.

Abstract

The fuel pump component is mechatronics.The fault data obtained in the use of the products contains differ-ent failure mechanisms,so a single distribution cannot describe the product failure mechanism accurately,while the hybrid distribution can couple multiple failure distributions,thus can fully describe the product failure mechanism.For the first time,the double-three-parameter Weibull hybrid distribution model is applied to the fault analysis of ship engine accessories.Based on the fault data of a fuel pump component of one certain type of gas turbine,the fault model and model initialization parameters are determined by data analysis histogram.The linear curve fitting method is used to estimate the parameters of the double-three-parameter Weibull hybrid distribution.The research methods and results can provide a feasible method for the reliability analysis and optimization of fuel pump components.

关键词

燃油泵组件/二重三参数威布尔混合分布/数据分析直方图/参数估计

Key words

fuel pump component/mixed three-parameter Weibull distribution/data analysis histogram/parameter estimation

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出版年

2024
舰船科学技术
中国舰船研究院,中国船舶信息中心

舰船科学技术

CSTPCD北大核心
影响因子:0.373
ISSN:1672-7649
参考文献量11
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