{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T16:28:55Z","timestamp":1783009735735,"version":"3.54.5"},"reference-count":28,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Catalan Government","award":["2017 SGR 1202"],"award-info":[{"award-number":["2017 SGR 1202"]}]},{"name":"Catalan Government","award":["2017 SGR 1670"],"award-info":[{"award-number":["2017 SGR 1670"]}]},{"DOI":"10.13039\/501100002809","name":"Generalitat de Catalunya","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003329","name":"Ministerio de Econom\u00eda y Competitividad","doi-asserted-by":"publisher","award":["TEC2017-84321-C4-4-R"],"award-info":[{"award-number":["TEC2017-84321-C4-4-R"]}],"id":[{"id":"10.13039\/501100003329","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003329","name":"Ministerio de Econom\u00eda y Competitividad","doi-asserted-by":"publisher","award":["DPI2016-77271-R"],"award-info":[{"award-number":["DPI2016-77271-R"]}],"id":[{"id":"10.13039\/501100003329","id-type":"DOI","asserted-by":"publisher"}]},{"name":"European Regional Development Funds of the European Union"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2950852","type":"journal-article","created":{"date-parts":[[2019,10,31]],"date-time":"2019-10-31T20:59:35Z","timestamp":1572555575000},"page":"159773-159786","source":"Crossref","is-referenced-by-count":68,"title":["LSTM-Based Wastewater Treatment Plants Operation Strategies for Effluent Quality Improvement"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3931-9257","authenticated-orcid":false,"given":"Ivan","family":"Pisa","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ignacio","family":"Santin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antoni","family":"Morell","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jose Lopez","family":"Vicario","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ramon","family":"Vilanova","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.cej.2016.07.018"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.08.059"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.03.020"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2016.01.005"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2018.04.007"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0197704"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2582924"},{"key":"ref17","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.riai.2017.05.004"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2016.05.110"},{"key":"ref28","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-10247-4","author":"garcia","year":"2015","journal-title":"Data Preprocessing in Data Mining"},{"key":"ref4","article-title":"Evaluation criteria description and example for BSM2","author":"vrecko","year":"2007"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/72.279181"},{"key":"ref3","author":"henze","year":"2000","journal-title":"Activated Sludge Models ASM1 ASM2 ASM2d and ASM3"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"67","DOI":"10.2166\/wst.2007.604","article-title":"Benchmark simulation model no 2: General protocol and exploratory case studies","volume":"56","author":"jeppsson","year":"2007","journal-title":"Water Sci Technol"},{"key":"ref5","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4471-2425-2","author":"vilanova","year":"2012","journal-title":"PID Control in the Third Millennium Lessons Learned and New Approaches"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.2166\/wst.2010.044"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2008.01.009"},{"key":"ref2","article-title":"Activated sludge model no. 1","author":"henze","year":"1987"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s11356-015-4676-3"},{"key":"ref1","year":"1991","journal-title":"Council Directive 91\/271\/EEC of 21 May 1991 Concerning Urban Waste Water Treatment"},{"key":"ref20","first-page":"621","article-title":"A recurrent neural network for wastewater treatment plant effuents’ prediction","author":"pisa","year":"2018","journal-title":"Proc Actas 39th Jornadas Autom"},{"key":"ref22","author":"copp","year":"2002","journal-title":"The COSTSimulation Benchmark Description and Simulator Manual(a product of COST Action 624 & COST Action 682)"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"1280","DOI":"10.3390\/s19061280","article-title":"ANN-based soft sensor to predict effluent violations in wastewater treatment plants","volume":"19","author":"pisa","year":"2019","journal-title":"SENSORS"},{"key":"ref24","first-page":"145","article-title":"Nitrification and denitrification in the wastewater treatment system","author":"yang","year":"1995","journal-title":"Proc UNESCO—Univ Tsukuba Int Seminar Traditional Technol Environ Conservation Sustain Develop Asian–Pacific Region"},{"key":"ref23","doi-asserted-by":"crossref","DOI":"10.2166\/9781780401171","author":"gernaey","year":"2014","journal-title":"Benchmarking of Control Strategies for Wastewater Treatment Plants"},{"key":"ref26","year":"2013","journal-title":"Wastewater Treatment Fact Sheet External Carbon Sources for Nitrogen Removal"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/0043-1354(91)90066-Y"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08888231.pdf?arnumber=8888231","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,22]],"date-time":"2023-09-22T10:16:52Z","timestamp":1695377812000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8888231\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2950852","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}