{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T09:18:35Z","timestamp":1775035115991,"version":"3.50.1"},"reference-count":27,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"National University of Engineering","award":["FIEE-PFR-07-2025"],"award-info":[{"award-number":["FIEE-PFR-07-2025"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2026.3673299","type":"journal-article","created":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T20:38:29Z","timestamp":1773347909000},"page":"46371-46391","source":"Crossref","is-referenced-by-count":0,"title":["Development of a Digital Twin Model for a Hydrogen Production Plant Based on Artificial Intelligence Techniques"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7342-3408","authenticated-orcid":false,"given":"Rub\u00e9n Aquize","family":"Palacios","sequence":"first","affiliation":[{"name":"National University of Engineering, Lima, Peru"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8760-9390","authenticated-orcid":false,"given":"Juan M. Mauricio","family":"Villanueva","sequence":"additional","affiliation":[{"name":"Federal University of Para&#x00ED;ba, Jo&#x00E3;o Pessoa, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5469-4912","authenticated-orcid":false,"given":"Aurelio","family":"Morales-Villanueva","sequence":"additional","affiliation":[{"name":"National University of Engineering, Lima, Peru"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-5476-5097","authenticated-orcid":false,"given":"Cesar Brice\u00f1o","family":"Aranda","sequence":"additional","affiliation":[{"name":"National University of Engineering, Lima, Peru"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oswaldo A.","family":"Waters Torres","sequence":"additional","affiliation":[{"name":"National University of Engineering, Lima, Peru"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-8569-4663","authenticated-orcid":false,"given":"James Erick V\u00edlchez","family":"Garc\u00eda","sequence":"additional","affiliation":[{"name":"National University of Engineering, Lima, Peru"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roberto M.","family":"Dioses Soriano","sequence":"additional","affiliation":[{"name":"National University of Engineering, Lima, Peru"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eduardo Roberto","family":"Rodriguez","sequence":"additional","affiliation":[{"name":"National University of Engineering, Lima, Peru"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1787\/a15b8442-en"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2873186"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1177\/2399808318796416"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2021.111180"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2016.07.575"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/pr13051453"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-38756-7_4"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.mfglet.2014.12.001"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.rineng.2023.101426"},{"issue":"4","key":"ref10","first-page":"379","article-title":"Renewable hydrogen production","volume":"3","author":"Sverdrup","year":"2015","journal-title":"Wiley Int. J. Energy Res."},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/s21206737"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhydene.2025.02.440"},{"issue":"12","key":"ref13","first-page":"4552","article-title":"Intelligent control and soft-sensor development for hydrogen production systems using fuzzy logic","volume":"48","author":"Aivalioti","year":"2023","journal-title":"Int. J. Hydrogen Energy"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ojcs.2025.3594439"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10973-025-13987-2"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijft.2024.100931"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1504\/ijex.2019.099705"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/17597269.2015.1110777"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1080\/15567036.2019.1663305"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.tsep.2025.104097"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1504\/ijex.2025.147625"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2018.08.474"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhydene.2009.09.015"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhydene.2013.01.151"},{"key":"ref25","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.cogr.2023.04.003"},{"key":"ref27","volume-title":"Nel\u2014C Series Proton Exchange Membrane (PEM) Hydrogen Generation System","year":"2025"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11431603.pdf?arnumber=11431603","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T06:19:44Z","timestamp":1775024384000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11431603\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/access.2026.3673299","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}