{"id":"https://openalex.org/W4403534687","doi":"https://doi.org/10.1109/codit62066.2024.10708236","title":"Outlet Pressure Regulation in a High-Viscosity Two-Phase Flow Horizontal Pipeline Using Inverse ANN and PSO","display_name":"Outlet Pressure Regulation in a High-Viscosity Two-Phase Flow Horizontal Pipeline Using Inverse ANN and PSO","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4403534687","doi":"https://doi.org/10.1109/codit62066.2024.10708236"},"language":"en","primary_location":{"id":"doi:10.1109/codit62066.2024.10708236","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708236","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021634054","display_name":"Wassila Ajbar","orcid":"https://orcid.org/0000-0003-3406-3758"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wassila Ajbar","raw_affiliation_strings":["Universidad Nacional Aut&#x00F3;noma de M&#x00E9;xico,Instituto de Ingenier&#x00ED;a,Mexico City,Mexico,04510"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Nacional Aut&#x00F3;noma de M&#x00E9;xico,Instituto de Ingenier&#x00ED;a,Mexico City,Mexico,04510","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014280484","display_name":"Lizeth Torres","orcid":"https://orcid.org/0000-0002-4937-4586"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lizeth Torres","raw_affiliation_strings":["Universidad Nacional Aut&#x00F3;noma de M&#x00E9;xico,Instituto de Ingenier&#x00ED;a,Mexico City,Mexico,04510"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Nacional Aut&#x00F3;noma de M&#x00E9;xico,Instituto de Ingenier&#x00ED;a,Mexico City,Mexico,04510","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024875120","display_name":"Jos\u00e9 Enrique Guzm\u00e1n V\u00e1zquez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Enrique Guzm\u00e1n V\u00e1zquez","raw_affiliation_strings":["Universidad Nacional Aut&#x00F3;noma de M&#x00E9;xico,Instituto de Ingenier&#x00ED;a,Mexico City,Mexico,04510"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Nacional Aut&#x00F3;noma de M&#x00E9;xico,Instituto de Ingenier&#x00ED;a,Mexico City,Mexico,04510","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014902478","display_name":"Marisol Cervantes-Bobadilla","orcid":"https://orcid.org/0000-0002-3166-0584"},"institutions":[{"id":"https://openalex.org/I4210138655","display_name":"Centro Nacional de Investigaci\u00f3n y Desarrollo Tecnol\u00f3gico","ror":"https://ror.org/0314ecq26","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4210138655"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Marisol Cervantes-Bobadilla","raw_affiliation_strings":["Tecnol&#x00F3;gico Nacional de M&#x00E9;xico/CENIDET,Cuernavaca,Morelos,M&#x00E9;xico,C.P. 62490"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tecnol&#x00F3;gico Nacional de M&#x00E9;xico/CENIDET,Cuernavaca,Morelos,M&#x00E9;xico,C.P. 62490","institution_ids":["https://openalex.org/I4210138655"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"878","last_page":"883"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11220","display_name":"Water Systems and Optimization","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11202","display_name":"Cavitation Phenomena in Pumps","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12537","display_name":"Flow Measurement and Analysis","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6504184603691101},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.6167354583740234},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.5827357172966003},{"id":"https://openalex.org/keywords/viscosity","display_name":"Viscosity","score":0.50953608751297},{"id":"https://openalex.org/keywords/two-phase-flow","display_name":"Two-phase flow","score":0.5046335458755493},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.45503661036491394},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43514448404312134},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.41851332783699036},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.36177337169647217},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.329107403755188},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2494376003742218},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.22696378827095032},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22326523065567017},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.21546423435211182},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18979942798614502},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.13809606432914734},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.13687655329704285}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6504184603691101},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.6167354583740234},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.5827357172966003},{"id":"https://openalex.org/C127172972","wikidata":"https://www.wikidata.org/wiki/Q128709","display_name":"Viscosity","level":2,"score":0.50953608751297},{"id":"https://openalex.org/C144308804","wikidata":"https://www.wikidata.org/wiki/Q232997","display_name":"Two-phase flow","level":3,"score":0.5046335458755493},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.45503661036491394},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43514448404312134},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.41851332783699036},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.36177337169647217},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.329107403755188},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2494376003742218},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.22696378827095032},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22326523065567017},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.21546423435211182},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18979942798614502},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.13809606432914734},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.13687655329704285},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit62066.2024.10708236","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708236","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1786686177","https://openalex.org/W2109364787","https://openalex.org/W2145113795","https://openalex.org/W2152195021","https://openalex.org/W2520627541","https://openalex.org/W2579177073","https://openalex.org/W2613828361","https://openalex.org/W3128546324","https://openalex.org/W3198320399","https://openalex.org/W4391130510"],"related_works":["https://openalex.org/W1971346788","https://openalex.org/W2320316818","https://openalex.org/W2002601706","https://openalex.org/W2064547363","https://openalex.org/W2183500742","https://openalex.org/W2352511163","https://openalex.org/W1986486254","https://openalex.org/W2044699616","https://openalex.org/W2391315556","https://openalex.org/W2060669862"],"abstract_inverted_index":{"This":[0,169],"article":[1],"presents":[2],"the":[3,17,23,55,62,70,78,84,88,91,100,103,117,124,134,142,152,160,164,175],"development":[4],"of":[5,25,34,46,87,154,174],"two":[6],"models":[7,44,137],"based":[8],"on":[9],"artificial":[10],"neural":[11],"networks":[12],"(ANN)":[13],"aimed":[14],"at":[15,19,72],"estimating":[16],"pressure":[18,71,80,162],"a":[20,26,31,111,185],"position":[21],"near":[22],"output":[24,118,161],"horizontal":[27,165],"pipeline":[28,166],"that":[29,50,130],"transports":[30],"two-phase":[32],"flow":[33,57,64,128],"glycerin-air,":[35],"which":[36],"is":[37,96,106,114,167],"characterized":[38],"by":[39,140],"its":[40],"high":[41],"viscosity.":[42],"These":[43],"consist":[45],"an":[47,155],"input":[48],"layer":[49,86],"includes":[51],"variables":[52],"such":[53],"as":[54],"air":[56,125],"rate":[58,65],"(Q<inf":[59,66],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[60,67,177,181,188],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">a</inf>),":[61],"glycerin":[63,127],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">g</inf>),":[68],"and":[69,126,179],"three":[73],"spatial":[74],"points":[75],"located":[76],"before":[77],"desired":[79],"prediction":[81],"point.":[82],"In":[83,108,120],"hidden":[85],"first":[89],"model,":[90,102],"nonlinear":[92],"activation":[93],"function":[94,105,113],"Logsig":[95],"employed,":[97],"while":[98],"in":[99,116,163],"second":[101],"Tansig":[104],"used.":[107],"both":[109],"cases,":[110],"linear":[112],"used":[115],"layer.":[119],"order":[121],"to":[122,133,158],"determine":[123],"rates":[129],"were":[131],"injected":[132],"pipeline,":[135],"ANN":[136],"ares":[138],"inverted":[139,150],"using":[141],"particle":[143],"swarm":[144],"optimization":[145],"(PSO)":[146],"algorithm.":[147],"From":[148],"these":[149],"models,":[151],"design":[153],"open-loop":[156],"control":[157,170],"regulate":[159],"presented.":[168],"allows":[171],"simultaneous":[172],"manipulation":[173],"Q<inf":[176,180,187],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">g</inf>":[178,189],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">a</inf>":[182],"variables,":[183],"or":[184],"single":[186],"variable,":[190],"enabling":[191],"precise":[192],"regulation.":[193]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
