Evaluating the reliability of multi-body mechanisms: A method considering the uncertainties of dynamic performance
Mechanism reliability is defined as the ability of a certain mechanism to maintain output accuracy under specified conditions. Mechanism reliability is generally assessed by the classical direct probability method (DPM) derived from the first order second moment (FOSM) method. The DPM relies strongl...
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Veröffentlicht in: | Reliability engineering & system safety 2016-05, Vol.149, p.96-106 |
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description | Mechanism reliability is defined as the ability of a certain mechanism to maintain output accuracy under specified conditions. Mechanism reliability is generally assessed by the classical direct probability method (DPM) derived from the first order second moment (FOSM) method. The DPM relies strongly on the analytical form of the dynamic solution so it is not applicable to multi-body mechanisms that have only numerical solutions. In this paper, an indirect probability model (IPM) is proposed for mechanism reliability evaluation of multi-body mechanisms. IPM combines the dynamic equation, degradation function and Kaplan–Meier estimator to evaluate mechanism reliability comprehensively. Furthermore, to reduce the amount of computation in practical applications, the IPM is simplified into the indirect probability step model (IPSM). A case study of a crank–slider mechanism with clearance is investigated. Results show that relative errors between the theoretical and experimental results of mechanism reliability are less than 5%, demonstrating the effectiveness of the proposed method.
•An indirect probability model (IPM) is proposed for mechanism reliability evaluation.•The dynamic equation, degradation function and Kaplan–Meier estimator are used.•Then the simplified form of indirect probability model is proposed.•The experimental results agree well with the predicted results. |
doi_str_mv | 10.1016/j.ress.2015.12.013 |
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•An indirect probability model (IPM) is proposed for mechanism reliability evaluation.•The dynamic equation, degradation function and Kaplan–Meier estimator are used.•Then the simplified form of indirect probability model is proposed.•The experimental results agree well with the predicted results.</description><identifier>ISSN: 0951-8320</identifier><identifier>EISSN: 1879-0836</identifier><identifier>DOI: 10.1016/j.ress.2015.12.013</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Degradation ; Dynamic properties ; Dynamic tests ; Dynamical systems ; Dynamics ; Estimators ; Health index ; Kaplan–Meier estimator ; Mathematical analysis ; Mathematical models ; Mechanism reliability ; Randomness ; Reliability analysis ; Uncertainty</subject><ispartof>Reliability engineering & system safety, 2016-05, Vol.149, p.96-106</ispartof><rights>2015 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c432t-24e343b4c8f90447d7f1afb13256d793de04185b01edb0a5c5033dfee775448c3</citedby><cites>FETCH-LOGICAL-c432t-24e343b4c8f90447d7f1afb13256d793de04185b01edb0a5c5033dfee775448c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ress.2015.12.013$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Wu, Jianing</creatorcontrib><creatorcontrib>Yan, Shaoze</creatorcontrib><creatorcontrib>Zuo, Ming J.</creatorcontrib><title>Evaluating the reliability of multi-body mechanisms: A method considering the uncertainties of dynamic performance</title><title>Reliability engineering & system safety</title><description>Mechanism reliability is defined as the ability of a certain mechanism to maintain output accuracy under specified conditions. Mechanism reliability is generally assessed by the classical direct probability method (DPM) derived from the first order second moment (FOSM) method. The DPM relies strongly on the analytical form of the dynamic solution so it is not applicable to multi-body mechanisms that have only numerical solutions. In this paper, an indirect probability model (IPM) is proposed for mechanism reliability evaluation of multi-body mechanisms. IPM combines the dynamic equation, degradation function and Kaplan–Meier estimator to evaluate mechanism reliability comprehensively. Furthermore, to reduce the amount of computation in practical applications, the IPM is simplified into the indirect probability step model (IPSM). A case study of a crank–slider mechanism with clearance is investigated. Results show that relative errors between the theoretical and experimental results of mechanism reliability are less than 5%, demonstrating the effectiveness of the proposed method.
•An indirect probability model (IPM) is proposed for mechanism reliability evaluation.•The dynamic equation, degradation function and Kaplan–Meier estimator are used.•Then the simplified form of indirect probability model is proposed.•The experimental results agree well with the predicted results.</description><subject>Degradation</subject><subject>Dynamic properties</subject><subject>Dynamic tests</subject><subject>Dynamical systems</subject><subject>Dynamics</subject><subject>Estimators</subject><subject>Health index</subject><subject>Kaplan–Meier estimator</subject><subject>Mathematical analysis</subject><subject>Mathematical models</subject><subject>Mechanism reliability</subject><subject>Randomness</subject><subject>Reliability analysis</subject><subject>Uncertainty</subject><issn>0951-8320</issn><issn>1879-0836</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqNkU1LxDAQhoMouH78AU89emmdfG1T8SLiFwhe9BzSZOpmaZs1SYX993ZZvYqnYZj3eZmZl5ALChUFurxaVxFTqhhQWVFWAeUHZEFV3ZSg-PKQLKCRtFScwTE5SWkNAKKR9YLE-y_TTyb78aPIKywi9t60vvd5W4SuGKY--7INblsMaFdm9GlI18Xt3OVVcIUNY_IO4y8-jRZjNn7MHtPOwG1HM3hbbDB2IQ5mnp-Ro870Cc9_6il5f7h_u3sqX14fn-9uX0orOMslE8gFb4VVXQNC1K7uqOlayplcurrhDkFQJVug6Fow0krg3HWIdS2FUJafksu97yaGzwlT1oNPFvvejBimpKliUijOJf2HFFTN5i2aWcr2UhtDShE7vYl-MHGrKehdFnqtd1noXRaaMj1nMUM3ewjne788Rp2sx_kXzke0Wbvg_8K_AZT8lDQ</recordid><startdate>201605</startdate><enddate>201605</enddate><creator>Wu, Jianing</creator><creator>Yan, Shaoze</creator><creator>Zuo, Ming J.</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>C1K</scope><scope>SOI</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope></search><sort><creationdate>201605</creationdate><title>Evaluating the reliability of multi-body mechanisms: A method considering the uncertainties of dynamic performance</title><author>Wu, Jianing ; Yan, Shaoze ; Zuo, Ming J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c432t-24e343b4c8f90447d7f1afb13256d793de04185b01edb0a5c5033dfee775448c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Degradation</topic><topic>Dynamic properties</topic><topic>Dynamic tests</topic><topic>Dynamical systems</topic><topic>Dynamics</topic><topic>Estimators</topic><topic>Health index</topic><topic>Kaplan–Meier estimator</topic><topic>Mathematical analysis</topic><topic>Mathematical models</topic><topic>Mechanism reliability</topic><topic>Randomness</topic><topic>Reliability analysis</topic><topic>Uncertainty</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wu, Jianing</creatorcontrib><creatorcontrib>Yan, Shaoze</creatorcontrib><creatorcontrib>Zuo, Ming J.</creatorcontrib><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Environment Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><jtitle>Reliability engineering & system safety</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wu, Jianing</au><au>Yan, Shaoze</au><au>Zuo, Ming J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluating the reliability of multi-body mechanisms: A method considering the uncertainties of dynamic performance</atitle><jtitle>Reliability engineering & system safety</jtitle><date>2016-05</date><risdate>2016</risdate><volume>149</volume><spage>96</spage><epage>106</epage><pages>96-106</pages><issn>0951-8320</issn><eissn>1879-0836</eissn><abstract>Mechanism reliability is defined as the ability of a certain mechanism to maintain output accuracy under specified conditions. Mechanism reliability is generally assessed by the classical direct probability method (DPM) derived from the first order second moment (FOSM) method. The DPM relies strongly on the analytical form of the dynamic solution so it is not applicable to multi-body mechanisms that have only numerical solutions. In this paper, an indirect probability model (IPM) is proposed for mechanism reliability evaluation of multi-body mechanisms. IPM combines the dynamic equation, degradation function and Kaplan–Meier estimator to evaluate mechanism reliability comprehensively. Furthermore, to reduce the amount of computation in practical applications, the IPM is simplified into the indirect probability step model (IPSM). A case study of a crank–slider mechanism with clearance is investigated. Results show that relative errors between the theoretical and experimental results of mechanism reliability are less than 5%, demonstrating the effectiveness of the proposed method.
•An indirect probability model (IPM) is proposed for mechanism reliability evaluation.•The dynamic equation, degradation function and Kaplan–Meier estimator are used.•Then the simplified form of indirect probability model is proposed.•The experimental results agree well with the predicted results.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.ress.2015.12.013</doi><tpages>11</tpages></addata></record> |
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subjects | Degradation Dynamic properties Dynamic tests Dynamical systems Dynamics Estimators Health index Kaplan–Meier estimator Mathematical analysis Mathematical models Mechanism reliability Randomness Reliability analysis Uncertainty |
title | Evaluating the reliability of multi-body mechanisms: A method considering the uncertainties of dynamic performance |
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