{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T17:35:30Z","timestamp":1784136930095,"version":"3.55.0"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T00:00:00Z","timestamp":1693526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72001138"],"award-info":[{"award-number":["72001138"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["52005327"],"award-info":[{"award-number":["52005327"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["72071127"],"award-info":[{"award-number":["72071127"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key Research and Development Program of China","award":["2020YFB1711100"],"award-info":[{"award-number":["2020YFB1711100"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Rel."],"published-print":{"date-parts":[[2023,9]]},"DOI":"10.1109\/tr.2022.3215757","type":"journal-article","created":{"date-parts":[[2022,11,4]],"date-time":"2022-11-04T01:45:42Z","timestamp":1667526342000},"page":"1038-1052","source":"Crossref","is-referenced-by-count":28,"title":["A Deep Learning Feature Fusion Based Health Index Construction Method for Prognostics Using Multiobjective Optimization"],"prefix":"10.1109","volume":"72","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2590-0307","authenticated-orcid":false,"given":"Zhen","family":"Chen","sequence":"first","affiliation":[{"name":"Department of Industrial Engineering and Management and with the State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0784-8736","authenticated-orcid":false,"given":"Di","family":"Zhou","sequence":"additional","affiliation":[{"name":"College of Mechanical Engineering, Donghua University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7108-637X","authenticated-orcid":false,"given":"Enrico","family":"Zio","sequence":"additional","affiliation":[{"name":"Centre for Research on Risk and Crises, Ecole des Mines, ParisTech, PSL University, Paris, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9121-1716","authenticated-orcid":false,"given":"Tangbin","family":"Xia","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering and Management and with the State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6026-9755","authenticated-orcid":false,"given":"Ershun","family":"Pan","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering and Management and with the State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2991796"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2983760"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2013.2250282"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3167778"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2021.107927"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2020.3010970"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2021.3072363"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2014.2349733"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.02.045"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2007.06.004"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2018.2844856"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2021.3086706"},{"key":"ref45","article-title":"PRONOSTIA: An experimental platform for bearings accelerated degradation tests","author":"nectoux","year":"2012"},{"key":"ref48","article-title":"Prognostic challenge-outlines, experiments, scoring of results, winners","year":"2012"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2015.2389757"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2019.10.044"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2022.3148459"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2021.3073052"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s42524-021-0166-0"},{"key":"ref49","first-page":"211","article-title":"Sparse Bayesian learning and the relevance vector machine","volume":"1","author":"tipping","year":"2001","journal-title":"J Mach Learn Res"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2977132"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2020.108064"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2017.2697842"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2010.11.018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/07408170590929018"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2017.2733438"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2021.107785"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-020-04732-y"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2017.09.013"},{"key":"ref34","first-page":"1","article-title":"Analysis and comparison of multiple features for fault detection and prognostic in ball bearings","author":"nguyen","year":"2018","journal-title":"Proc PHM Soc Eur Conf"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.isatra.2020.09.017"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2020.108373"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s10955-017-1836-5"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3104414"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1080\/24725854.2018.1440673"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3026644"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2020.3032157"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2017.11.016"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107317"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-02462-7_13"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2013.2270212"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.isatra.2020.03.017"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2020.3029162"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2015.2446752"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2019.11.008"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2017.2715180"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2019.01.006"},{"key":"ref28","first-page":"1","article-title":"Identifying optimal prognostic parameters from data: A genetic algorithms approach","volume":"1","author":"coble","year":"2009","journal-title":"Annual Conference of the PHM Society"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2020.3011500"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/qre.1771"}],"container-title":["IEEE Transactions on Reliability"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/24\/10236915\/09935673.pdf?arnumber=9935673","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T18:17:46Z","timestamp":1695665866000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9935673\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9]]},"references-count":50,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tr.2022.3215757","relation":{},"ISSN":["0018-9529","1558-1721"],"issn-type":[{"value":"0018-9529","type":"print"},{"value":"1558-1721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,9]]}}}