{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T17:31:48Z","timestamp":1768411908690,"version":"3.49.0"},"reference-count":35,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2017,12,1]],"date-time":"2017-12-01T00:00:00Z","timestamp":1512086400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/100015567","name":"EDF Energy","doi-asserted-by":"crossref","id":[{"id":"10.13039\/100015567","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000266","name":"EPSRC","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Rel."],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1109\/tr.2017.2727489","type":"journal-article","created":{"date-parts":[[2017,8,23]],"date-time":"2017-08-23T18:09:47Z","timestamp":1503511787000},"page":"1048-1057","source":"Crossref","is-referenced-by-count":38,"title":["Machine Learning Model for Event-Based Prognostics in Gas Circulator Condition Monitoring"],"prefix":"10.1109","volume":"66","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1118-500X","authenticated-orcid":false,"given":"Jason J. A.","family":"Costello","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0884-6070","authenticated-orcid":false,"given":"Graeme M.","family":"West","sequence":"additional","affiliation":[]},{"given":"Stephen D. J.","family":"McArthur","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","first-page":"2054","article-title":"Comparison of L1 and L2 support vector machines","author":"yoshiaki","year":"0","journal-title":"Proc Int Joint Conf Neural Netw"},{"key":"ref32","author":"murphy","year":"2012","journal-title":"Machine Learning A Probabilistic Perspective"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2378056"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.02.199"},{"key":"ref35","article-title":"A practical\n guide to support vector classification","author":"hsu","year":"2003"},{"key":"ref34","first-page":"1137","article-title":"A study of cross-validation and bootstrap from accuracy estimation\n and model selection","author":"kohavi","year":"0","journal-title":"Proc Int Joint Conf Artif Intell"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/EPEC.2012.6474954"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2015.07.004"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2012.2194352"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2016.10.034"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2015.10.025"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2016.2591504"},{"key":"ref16","first-page":"1","article-title":"A review of prognostics and health management applications in\n nuclear power plants","volume":"6","author":"coble","year":"2015","journal-title":"Int Conf Prognostics Health Manage"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2014.09.014"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2010.11.018"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2015.02.016"},{"key":"ref28","article-title":"Investigation of gas\n circulator response to load transients in nuclear power plant operation","author":"costello","year":"0","journal-title":"Proc 8th Amer Nucl Soc Int Topical Meeting Nucl Plant Instrum Control Human–Mach Interface Technol"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2013.2251539"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2012.2209257"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1049\/iet-epa:20070280"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2008.06.009"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.triboint.2003.12.011"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/KEM.347.305"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2013.06.004"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-004-2131-6"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.01.107"},{"key":"ref9","article-title":"Prognostics and health management : A review on data driven\n approaches","volume":"2015","author":"tsui","year":"2014","journal-title":"Math Problems Eng"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s001700170173"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s12206-014-1222-z"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1177\/0954406212474395"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2014.2330494"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1115\/1.1962019"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2015.2427156"},{"key":"ref26","article-title":"Description of the advanced gas cooled type of reactor (AGR)","author":"nonbol","year":"1996"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2009.10.011"}],"container-title":["IEEE Transactions on Reliability"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/24\/8124127\/08015136.pdf?arnumber=8015136","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:04:49Z","timestamp":1642003489000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8015136\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12]]},"references-count":35,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tr.2017.2727489","relation":{},"ISSN":["0018-9529","1558-1721"],"issn-type":[{"value":"0018-9529","type":"print"},{"value":"1558-1721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,12]]}}}