{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T00:45:08Z","timestamp":1769733908838,"version":"3.49.0"},"reference-count":23,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/iecon.2018.8591345","type":"proceedings-article","created":{"date-parts":[[2019,1,18]],"date-time":"2019-01-18T22:30:15Z","timestamp":1547850615000},"page":"1872-1877","source":"Crossref","is-referenced-by-count":23,"title":["Multi-Reservoir Echo State Network for Proton Exchange Membrane Fuel Cell Remaining Useful Life prediction"],"prefix":"10.1109","author":[{"given":"Rania","family":"Mezzi","sequence":"first","affiliation":[]},{"given":"Simon","family":"Morando","sequence":"additional","affiliation":[]},{"given":"Nadia Yousfi","family":"Steiner","sequence":"additional","affiliation":[]},{"given":"Marie Cecile","family":"Pera","sequence":"additional","affiliation":[]},{"given":"Daniel","family":"Hissel","sequence":"additional","affiliation":[]},{"given":"Laurent","family":"Larger","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","author":"jaeger","year":"2010","journal-title":"The &#x2018;echo state&#x2019; approach to analysing and training recurrent neural networks - with an erratum note"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.01.029"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.01.053"},{"key":"ref13","author":"morando","year":"2015","journal-title":"Pronostics and health management of PEM Fuell Cell System"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1016\/j.knosys.2015.06.003","article-title":"Optimizing the echo state network with a binary particle swarm optimization algorithm","volume":"86","author":"heshan","year":"2015","journal-title":"Knowl -Based Syst"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.matcom.2015.06.009"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2012.07.005"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhydene.2014.05.005"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2012.2220700"},{"key":"ref19","author":"javed","year":"2015","journal-title":"Data-driven Prognostics of Proton Exchange Membrane Fuel Cell Stack with constraint based Summation-Wavelet Extreme Learning Machine"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/j.cosrev.2009.03.005","article-title":"Reservoir computing approaches to recurrent neural network training","volume":"3","author":"luko\u0161evi?ius","year":"2009","journal-title":"Comput Sci Rev"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhydene.2013.10.054"},{"key":"ref6","first-page":"15","article-title":"Echo State Network for the Remaining Useful Life Prediction of a Turbofan Engine","volume":"7","author":"rigamonti","year":"2016","journal-title":"Eur Conf Prognost Health Manag Soc"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICPHM.2012.6299524"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/en6083654"},{"key":"ref7","first-page":"12","article-title":"Prognostic of RUL based on Echo State Network Optimized by Artificial Bee Colony","volume":"7","author":"amaya","year":"2016","journal-title":"International Journal of Prognostics and Health Management"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2015.11.071"},{"key":"ref1","first-page":"9","article-title":"An Unscented Kalman Filter Based Approach for the Health-Monitoring and Prognostics of a Polymer Electrolyte Membrane Fuel Cell | PHM Society","volume":"3","author":"zhang","year":"2012","journal-title":"Annual Conference of the Prognostics and Health Management Society"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/VPPC.2014.7007074"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1162\/089976602760407955"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/VPPC.2017.8330981"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2015.12.003"},{"key":"ref23","author":"kurtz","year":"2017","journal-title":"V E 3 Fuel Cell Technology Status Degradation"}],"event":{"name":"IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society","location":"Washington, DC","start":{"date-parts":[[2018,10,21]]},"end":{"date-parts":[[2018,10,23]]}},"container-title":["IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8560606\/8591058\/08591345.pdf?arnumber=8591345","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T00:17:01Z","timestamp":1598228221000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8591345\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/iecon.2018.8591345","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}