Prognostics performance metrics and their relation to requirements, design, verification and cost-benefit
This paper describes a set of metrics developed to evaluate the performance of prognostics algorithms in the context of prognostics and health management (PHM). Such metrics were developed with focus on the assessment of the accomplishment of user requirements. The usefulness of this set of metrics...
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creator | Leao, B.P. Yoneyama, T. Rocha, G.C. Fitzgibbon, K.T. |
description | This paper describes a set of metrics developed to evaluate the performance of prognostics algorithms in the context of prognostics and health management (PHM). Such metrics were developed with focus on the assessment of the accomplishment of user requirements. The usefulness of this set of metrics for prognostics algorithm design, verification and cost-benefit analysis is presented and the concepts are illustrated with a sample application. |
doi_str_mv | 10.1109/PHM.2008.4711429 |
format | Conference Proceeding |
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The usefulness of this set of metrics for prognostics algorithm design, verification and cost-benefit analysis is presented and the concepts are illustrated with a sample application.</description><subject>Algorithm design and analysis</subject><subject>Life estimation</subject><subject>Performance analysis</subject><subject>Performance metrics</subject><subject>Probability density function</subject><subject>Prognostics and health management</subject><subject>Technology management</subject><subject>Time measurement</subject><subject>Vehicles</subject><isbn>1424419352</isbn><isbn>9781424419357</isbn><isbn>1424419360</isbn><isbn>9781424419364</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2008</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpFkE1LAzEQhiNSUGvvgpf8gG6d2Xzs7lGKWqFiD72XbDpbI91sTaLgvzelBefyzAzPvIdh7A5hhgjNw2rxNisB6pmsEGXZXLCbDCmxERou_wdVjthNFqsGmhL1FZvE-Am5pBJaVdfMrcKw80NMzkZ-oNANoTfeEu8phePO-C1PH-QCD7Q3yQ2epyH3X98uUE8-xSnfUnQ7P-U_FFzn7Mk6HtocXLTkqXPplo06s480OXPM1s9P6_miWL6_vM4fl4VrIBUCEK1UtbaZrRHKNHUnUGqowaqyBgFtqyuN2AqBJKUC01XCoIVWZEOM2f0p1hHR5hBcb8Lv5vwm8QeLF1oA</recordid><startdate>200810</startdate><enddate>200810</enddate><creator>Leao, B.P.</creator><creator>Yoneyama, T.</creator><creator>Rocha, G.C.</creator><creator>Fitzgibbon, K.T.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>200810</creationdate><title>Prognostics performance metrics and their relation to requirements, design, verification and cost-benefit</title><author>Leao, B.P. ; Yoneyama, T. ; Rocha, G.C. ; Fitzgibbon, K.T.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i90t-3011c4586c11cba35a98f3146080c528030bb67611b331e4450af73a1c0b30c53</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2008</creationdate><topic>Algorithm design and analysis</topic><topic>Life estimation</topic><topic>Performance analysis</topic><topic>Performance metrics</topic><topic>Probability density function</topic><topic>Prognostics and health management</topic><topic>Technology management</topic><topic>Time measurement</topic><topic>Vehicles</topic><toplevel>online_resources</toplevel><creatorcontrib>Leao, B.P.</creatorcontrib><creatorcontrib>Yoneyama, T.</creatorcontrib><creatorcontrib>Rocha, G.C.</creatorcontrib><creatorcontrib>Fitzgibbon, K.T.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Leao, B.P.</au><au>Yoneyama, T.</au><au>Rocha, G.C.</au><au>Fitzgibbon, K.T.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Prognostics performance metrics and their relation to requirements, design, verification and cost-benefit</atitle><btitle>2008 International Conference on Prognostics and Health Management</btitle><stitle>PHM</stitle><date>2008-10</date><risdate>2008</risdate><spage>1</spage><epage>8</epage><pages>1-8</pages><isbn>1424419352</isbn><isbn>9781424419357</isbn><eisbn>1424419360</eisbn><eisbn>9781424419364</eisbn><abstract>This paper describes a set of metrics developed to evaluate the performance of prognostics algorithms in the context of prognostics and health management (PHM). Such metrics were developed with focus on the assessment of the accomplishment of user requirements. The usefulness of this set of metrics for prognostics algorithm design, verification and cost-benefit analysis is presented and the concepts are illustrated with a sample application.</abstract><pub>IEEE</pub><doi>10.1109/PHM.2008.4711429</doi><tpages>8</tpages></addata></record> |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Algorithm design and analysis Life estimation Performance analysis Performance metrics Probability density function Prognostics and health management Technology management Time measurement Vehicles |
title | Prognostics performance metrics and their relation to requirements, design, verification and cost-benefit |
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