Reliability Model of Mechanical Components with Dependent Failure Modes

A mechanical component may fail in many modes that are usually not independent. There is generally not a joint probability density function to describe these correlated failure modes. Thus, it is difficult to compute the reliability when considering the correlations between the failure modes. It is...

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Main Author: Shijie Wang
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2013/828407
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spelling doaj-e934e2f6663a4b649ac682ed443f29a22020-11-24T22:25:31ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472013-01-01201310.1155/2013/828407828407Reliability Model of Mechanical Components with Dependent Failure ModesShijie Wang0School of Mechanical Engineering, Shenyang University of Technology, Shenyang, Liaoning 110870, ChinaA mechanical component may fail in many modes that are usually not independent. There is generally not a joint probability density function to describe these correlated failure modes. Thus, it is difficult to compute the reliability when considering the correlations between the failure modes. It is supposed that three or more failure modes arise synchronously to be a very small probability event. The relationship between ultimate state functions in different failure modes is established by utilizing linear regression method. A double integration model for reliability of mechanical components with dependent failure modes is built according to stress-strength interference model. In case of square, cube, or exponential relationship between two ultimate state functions, a linear transformation is made. An example of pin that may fail in shear fracture, bruise, or both is discussed. The reliability is compared with that obtained by using Monte Carlo method, which represents that the reliability model with dependent failure modes proposed is correct.http://dx.doi.org/10.1155/2013/828407
collection DOAJ
language English
format Article
sources DOAJ
author Shijie Wang
spellingShingle Shijie Wang
Reliability Model of Mechanical Components with Dependent Failure Modes
Mathematical Problems in Engineering
author_facet Shijie Wang
author_sort Shijie Wang
title Reliability Model of Mechanical Components with Dependent Failure Modes
title_short Reliability Model of Mechanical Components with Dependent Failure Modes
title_full Reliability Model of Mechanical Components with Dependent Failure Modes
title_fullStr Reliability Model of Mechanical Components with Dependent Failure Modes
title_full_unstemmed Reliability Model of Mechanical Components with Dependent Failure Modes
title_sort reliability model of mechanical components with dependent failure modes
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2013-01-01
description A mechanical component may fail in many modes that are usually not independent. There is generally not a joint probability density function to describe these correlated failure modes. Thus, it is difficult to compute the reliability when considering the correlations between the failure modes. It is supposed that three or more failure modes arise synchronously to be a very small probability event. The relationship between ultimate state functions in different failure modes is established by utilizing linear regression method. A double integration model for reliability of mechanical components with dependent failure modes is built according to stress-strength interference model. In case of square, cube, or exponential relationship between two ultimate state functions, a linear transformation is made. An example of pin that may fail in shear fracture, bruise, or both is discussed. The reliability is compared with that obtained by using Monte Carlo method, which represents that the reliability model with dependent failure modes proposed is correct.
url http://dx.doi.org/10.1155/2013/828407
work_keys_str_mv AT shijiewang reliabilitymodelofmechanicalcomponentswithdependentfailuremodes
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