{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,9]],"date-time":"2026-05-09T17:26:26Z","timestamp":1778347586718,"version":"3.51.4"},"reference-count":26,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Maintenance Advance Technology Initiative (MATI) and the Chad\/Ann Blair Holliday Fellowship"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3077192","type":"journal-article","created":{"date-parts":[[2021,5,3]],"date-time":"2021-05-03T20:34:26Z","timestamp":1620074066000},"page":"67585-67594","source":"Crossref","is-referenced-by-count":24,"title":["Long Short-Term Memory Networks for Facility Infrastructure Failure and Remaining Useful Life Prediction"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0890-128X","authenticated-orcid":false,"given":"Rodney","family":"Kizito","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7720-1263","authenticated-orcid":false,"given":"Phillip","family":"Scruggs","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1990-0159","authenticated-orcid":false,"given":"Xueping","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1919-2754","authenticated-orcid":false,"given":"Michael","family":"Devinney","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3790-5124","authenticated-orcid":false,"given":"Joseph","family":"Jansen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4431-0401","authenticated-orcid":false,"given":"Reid","family":"Kress","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2015.04.021"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/s20071884"},{"key":"ref12","first-page":"8","article-title":"Data acquisition and signal analysis from measured motor currents for defect detection in electromechanical drive systems","author":"lessmeier","year":"2014","journal-title":"Proc Eur Conf Prognostics Health Manage Soc"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TEC.1986.4765668"},{"key":"ref14","first-page":"80","article-title":"Practical aspects of rotor cage fault detection for medium-voltage induction motors","author":"lu","year":"2013","journal-title":"Proc IEEE Ind Appl Soc Annu Meeting"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2018.2847800"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2017.2669947"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref18","author":"olah","year":"2015","journal-title":"Understanding LSTM Networks"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2013.06.004"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2018.12.019"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2014.2349359"},{"key":"ref6","article-title":"Driving with data: Modeling and forecasting vehicle fleet maintenance in Detroit","author":"gardner","year":"2017","journal-title":"arXiv 1710 06839"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.09.076"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2018.01.017"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2825538"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMECH.2017.2722479"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015015"},{"key":"ref1","first-page":"354","article-title":"Design patterns for digital twin solutions in marine systems design and operations","author":"erikstad","year":"2018","journal-title":"Proc UIST"},{"key":"ref20","first-page":"18","article-title":"Classification and regression by randomforest","volume":"2","author":"liaw","year":"2002","journal-title":"R News"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1177\/1475921719865718"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2017.11.004"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-014-0007-7"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7687-1_50"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.chemolab.2011.01.004"},{"key":"ref25","first-page":"151","article-title":"A brief overview of metrics for evaluation of student models","volume":"1183","author":"pel\u00e1nek","year":"2014","journal-title":"Proc CEUR Workshop"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09420660.pdf?arnumber=9420660","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,17]],"date-time":"2021-12-17T19:55:55Z","timestamp":1639770955000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9420660\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3077192","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}