{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T06:52:12Z","timestamp":1762325532308,"version":"3.37.3"},"reference-count":41,"publisher":"American Chemical Society (ACS)","issue":"7","license":[{"start":{"date-parts":[[2023,2,7]],"date-time":"2023-02-07T00:00:00Z","timestamp":1675728000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100006181","name":"Funda??o de Amparo ? Pesquisa do Estado da Bahia","doi-asserted-by":"publisher","award":["BOL0731\/2020"],"award-info":[{"award-number":["BOL0731\/2020"]}],"id":[{"id":"10.13039\/501100006181","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100011842","name":"Opetushallitus","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100011842","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001871","name":"Funda??o para a Ci?ncia e a Tecnologia","doi-asserted-by":"publisher","award":["LA\/P\/0045\/2020","UIDB\/50020\/2020","UIDP\/50020\/2020"],"award-info":[{"award-number":["LA\/P\/0045\/2020","UIDB\/50020\/2020","UIDP\/50020\/2020"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["ACS Omega"],"published-print":{"date-parts":[[2023,2,21]]},"DOI":"10.1021\/acsomega.2c06737","type":"journal-article","created":{"date-parts":[[2023,2,7]],"date-time":"2023-02-07T16:08:44Z","timestamp":1675786124000},"page":"6463-6475","source":"Crossref","is-referenced-by-count":4,"title":["Novel Framework for Simulated Moving Bed Reactor Optimization Based on Deep Neural Network Models and Metaheuristic Optimizers: An Approach with Optimality Guarantee"],"prefix":"10.1021","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2940-1268","authenticated-orcid":true,"given":"Vin\u00edcius V.","family":"Santana","sequence":"first","affiliation":[{"name":"Laboratory of Separation and Reaction Engineering, Associate Laboratory LSRE-LCM, Department of Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal"},{"name":"Industrial Engineering Program, Polytechnic School, Federal University of Bahia, Rua Prof. Aristides Novis, 2\u2500Federa\u00e7\u00e3o, 40210-630 Salvador\/Bahia, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2390-1525","authenticated-orcid":true,"given":"M\u00e1rcio A. F.","family":"Martins","sequence":"additional","affiliation":[{"name":"Industrial Engineering Program, Polytechnic School, Federal University of Bahia, Rua Prof. Aristides Novis, 2\u2500Federa\u00e7\u00e3o, 40210-630 Salvador\/Bahia, Brazil"}]},{"given":"Jos\u00e9 M.","family":"Loureiro","sequence":"additional","affiliation":[{"name":"Laboratory of Separation and Reaction Engineering, Associate Laboratory LSRE-LCM, Department of Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4269-1420","authenticated-orcid":true,"given":"Ana M.","family":"Ribeiro","sequence":"additional","affiliation":[{"name":"Laboratory of Separation and Reaction Engineering, Associate Laboratory LSRE-LCM, Department of Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3092-8136","authenticated-orcid":true,"given":"Luana P.","family":"Queiroz","sequence":"additional","affiliation":[{"name":"Laboratory of Separation and Reaction Engineering, Associate Laboratory LSRE-LCM, Department of Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal"}]},{"given":"Carine M.","family":"Rebello","sequence":"additional","affiliation":[{"name":"Industrial Engineering Program, Polytechnic School, Federal University of Bahia, Rua Prof. Aristides Novis, 2\u2500Federa\u00e7\u00e3o, 40210-630 Salvador\/Bahia, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0715-4761","authenticated-orcid":true,"given":"Al\u00edrio E.","family":"Rodrigues","sequence":"additional","affiliation":[{"name":"Laboratory of Separation and Reaction Engineering, Associate Laboratory LSRE-LCM, Department of Chemical Engineering, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0963-6449","authenticated-orcid":true,"given":"Idelfonso B. R.","family":"Nogueira","sequence":"additional","affiliation":[{"name":"Department of Chemical Engineering, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway"}]}],"member":"316","published-online":{"date-parts":[[2023,2,7]]},"reference":[{"key":"ref1\/cit1","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1016\/B978-0-12-802024-1.00008-2","volume-title":"Simulated Moving Bed Technology","author":"Rodrigues A. E.","year":"2015"},{"key":"ref2\/cit2","doi-asserted-by":"publisher","DOI":"10.1016\/S0009-2509(98)00487-4"},{"key":"ref3\/cit3","doi-asserted-by":"publisher","DOI":"10.1016\/j.cej.2007.09.033"},{"key":"ref4\/cit4","doi-asserted-by":"publisher","DOI":"10.1016\/j.cej.2016.04.062"},{"key":"ref5\/cit5","doi-asserted-by":"publisher","DOI":"10.1016\/j.cep.2011.11.006"},{"key":"ref6\/cit6","doi-asserted-by":"publisher","DOI":"10.1007\/s10450-019-00048-y"},{"key":"ref7\/cit7","doi-asserted-by":"publisher","DOI":"10.3390\/separations8080127"},{"key":"ref8\/cit8","doi-asserted-by":"publisher","DOI":"10.1002\/cjce.5450820319"},{"key":"ref9\/cit9","doi-asserted-by":"publisher","DOI":"10.1016\/j.cep.2020.107821"},{"key":"ref10\/cit10","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2017.01.026"},{"key":"ref11\/cit11","doi-asserted-by":"publisher","DOI":"10.1016\/J.COMPCHEMENG.2020.106820"},{"key":"ref12\/cit12","doi-asserted-by":"crossref","first-page":"2506","DOI":"10.1109\/CAC48633.2019.8996934","volume-title":"2019 Chinese Automation Congress (CAC)","author":"Li L.","year":"2019"},{"key":"ref13\/cit13","doi-asserted-by":"publisher","DOI":"10.1016\/s0967-0661(02)00212-5"},{"key":"ref14\/cit14","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.03.001"},{"key":"ref15\/cit15","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref16\/cit16","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90020-8"},{"key":"ref17\/cit17","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2013.792963"},{"key":"ref18\/cit18","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2019.06.020"},{"key":"ref19\/cit19","doi-asserted-by":"publisher","DOI":"10.3390\/math9151808"},{"key":"ref20\/cit20","unstructured":"Process Systems Enterprise. Next-Generation Modelling Tools across\nthe Process Lifecycle https:\/\/www.psenterprise.com\/products\/gproms (accessed 15-12-2022)."},{"key":"ref21\/cit21","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1979.10489755"},{"key":"ref22\/cit22","doi-asserted-by":"crossref","DOI":"10.1137\/1.9781611970081","volume-title":"Random Number Generation and Quasi-Monte Carlo Methods","author":"Niederreiter H.","year":"1992"},{"key":"ref23\/cit23","unstructured":"Almeida, E. C.; Rebello, C. de M.; Fontana, M.; Schnitman, L.; Nogueirados, I. B. R. A Robust Learning Methodology for Uncertainty-Aware Scientific Machine Learning Models. 2022, arXiv 2022.10.48550\/ARXIV.2209.01900."},{"key":"ref24\/cit24","doi-asserted-by":"publisher","DOI":"10.3390\/pr10020250"},{"key":"ref25\/cit25","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2021.107344"},{"key":"ref26\/cit26","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2015.09.030"},{"key":"ref27\/cit27","doi-asserted-by":"publisher","DOI":"10.1080\/10426914.2016.1269918"},{"key":"ref28\/cit28","doi-asserted-by":"publisher","DOI":"10.1016\/j.powtec.2022.117527"},{"key":"ref29\/cit29","doi-asserted-by":"publisher","DOI":"10.1021\/ie800076s"},{"key":"ref30\/cit30","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.108318"},{"key":"ref31\/cit31","doi-asserted-by":"crossref","unstructured":"He, X.; Asada, H. A New Method for Identifying Orders of Input-Output Models for Nonlinear Dynamic Systems.  1993 American Control Conference; IEEE, 1993; pp 2520\u20132523.","DOI":"10.23919\/ACC.1993.4793346"},{"key":"ref32\/cit32","first-page":"1","volume":"18","author":"Li L.","year":"2018","journal-title":"J. Mach. Learn. Res."},{"key":"ref33\/cit33","doi-asserted-by":"publisher","DOI":"10.1016\/j.cej.2021.131221"},{"key":"ref34\/cit34","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2020.115585"},{"key":"ref35\/cit35","doi-asserted-by":"publisher","DOI":"10.1080\/10426914.2014.921709"},{"key":"ref36\/cit36","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2017.05.026"},{"key":"ref37\/cit37","unstructured":"Kennedy, J.; Eberhart, R. 47-Particle Swarm Optimization Proceedings, IEEE International Conference.  Proceedings of ICNN\u201995\u2500International Conference on Neural Networks; IEEE, 1995; Vol. 11(1), pp 111\u2013117."},{"key":"ref38\/cit38","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2007.11.024"},{"key":"ref39\/cit39","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2019.06.020"},{"key":"ref40\/cit40","doi-asserted-by":"publisher","DOI":"10.1016\/j.cherd.2021.12.047"},{"key":"ref41\/cit41","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2012.12.013"}],"container-title":["ACS Omega"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acsomega.2c06737","content-type":"application\/pdf","content-version":"vor","intended-application":"unspecified"},{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acsomega.2c06737","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,27]],"date-time":"2023-04-27T13:08:42Z","timestamp":1682600922000},"score":1,"resource":{"primary":{"URL":"https:\/\/pubs.acs.org\/doi\/10.1021\/acsomega.2c06737"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2,7]]},"references-count":41,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2023,2,21]]}},"alternative-id":["10.1021\/acsomega.2c06737"],"URL":"https:\/\/doi.org\/10.1021\/acsomega.2c06737","relation":{},"ISSN":["2470-1343","2470-1343"],"issn-type":[{"type":"print","value":"2470-1343"},{"type":"electronic","value":"2470-1343"}],"subject":[],"published":{"date-parts":[[2023,2,7]]}}}