{"id":"https://openalex.org/W4382119365","doi":"https://doi.org/10.1109/tie.2023.3288168","title":"Model Guided Extremum Seeking and Active Disturbance Rejection Control for Efficiency Real-Time Optimization of PEMFC System","display_name":"Model Guided Extremum Seeking and Active Disturbance Rejection Control for Efficiency Real-Time Optimization of PEMFC System","publication_year":2023,"publication_date":"2023-06-26","ids":{"openalex":"https://openalex.org/W4382119365","doi":"https://doi.org/10.1109/tie.2023.3288168"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2023.3288168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2023.3288168","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"},"type":"article","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/A5067854093","display_name":"Liangzhen Yin","orcid":"https://orcid.org/0000-0001-7676-2405"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangzhen Yin","raw_affiliation_strings":["Department of Electrical Engineering, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-7676-2405","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100735745","display_name":"Qi Li","orcid":"https://orcid.org/0000-0001-5395-9731"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Li","raw_affiliation_strings":["Department of Electrical Engineering, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-5395-9731","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026651825","display_name":"Elena Breaz","orcid":"https://orcid.org/0000-0002-2769-7472"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]},{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR","RO"],"is_corresponding":false,"raw_author_name":"Elena Breaz","raw_affiliation_strings":["Universit&#x00E9; de Technologie de Belfort-Montb&#x00E9;liard, CNRS, Institut FEMTO-ST, Belfort, France","Technical University of Cluj-Napoca, Cluj-Napoca, Romania"],"raw_orcid":"https://orcid.org/0000-0002-2769-7472","affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Technologie de Belfort-Montb&#x00E9;liard, CNRS, Institut FEMTO-ST, Belfort, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959"]},{"raw_affiliation_string":"Technical University of Cluj-Napoca, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101954870","display_name":"Weirong Chen","orcid":"https://orcid.org/0000-0002-9329-2043"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weirong Chen","raw_affiliation_strings":["Department of Electrical Engineering, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006918284","display_name":"Fei Gao","orcid":"https://orcid.org/0000-0001-9076-9718"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]},{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fei Gao","raw_affiliation_strings":["Universit&#x00E9; de Technologie de Belfort-Montb&#x00E9;liard, CNRS, Institut FEMTO-ST, Belfort, France"],"raw_orcid":"https://orcid.org/0000-0001-9076-9718","affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Technologie de Belfort-Montb&#x00E9;liard, CNRS, Institut FEMTO-ST, Belfort, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9217,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.70775009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"71","issue":"6","first_page":"5905","last_page":"5919"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10409","display_name":"Fuel Cells and Related Materials","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10409","display_name":"Fuel Cells and Related Materials","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T14083","display_name":"Extremum Seeking Control Systems","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/control-theory","display_name":"Control theory (sociology)","score":0.7748247385025024},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.6140477657318115},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5570493936538696},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.5413581728935242},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.5285056233406067},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.49646884202957153},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.48065173625946045},{"id":"https://openalex.org/keywords/trajectory-optimization","display_name":"Trajectory optimization","score":0.4760463237762451},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4518168270587921},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.4200839698314667},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.39711594581604004},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38636791706085205},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3697890341281891},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.33661383390426636},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2619296908378601},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1387006938457489}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7748247385025024},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.6140477657318115},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5570493936538696},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.5413581728935242},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.5285056233406067},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.49646884202957153},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.48065173625946045},{"id":"https://openalex.org/C173246807","wikidata":"https://www.wikidata.org/wiki/Q7833062","display_name":"Trajectory optimization","level":3,"score":0.4760463237762451},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4518168270587921},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.4200839698314667},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.39711594581604004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38636791706085205},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3697890341281891},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.33661383390426636},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2619296908378601},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1387006938457489},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tie.2023.3288168","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2023.3288168","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04745713v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04745713","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Industrial Electronics, 2024, 71 (6), pp.5905 - 5919","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8299999833106995}],"awards":[{"id":"https://openalex.org/G2929135145","display_name":null,"funder_award_id":"2022NSFSC0027","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"},{"id":"https://openalex.org/G3666817118","display_name":null,"funder_award_id":"171104","funder_id":"https://openalex.org/F4320334945","funder_display_name":"Fok Ying Tong Education Foundation"},{"id":"https://openalex.org/G4218292401","display_name":null,"funder_award_id":"52077180","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4288045907","display_name":null,"funder_award_id":"2021CXZ021-2","funder_id":"https://openalex.org/F4320332253","funder_display_name":"Coastal Response Research Center, University of New Hampshire"},{"id":"https://openalex.org/G6216369690","display_name":null,"funder_award_id":"51977181","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null},{"id":"https://openalex.org/F4320332253","display_name":"Coastal Response Research Center, University of New Hampshire","ror":"https://ror.org/01rmh9n78"},{"id":"https://openalex.org/F4320334945","display_name":"Fok Ying Tong Education Foundation","ror":"https://ror.org/01mv9t934"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1975807151","https://openalex.org/W2040896838","https://openalex.org/W2093560164","https://openalex.org/W2575463635","https://openalex.org/W2747143702","https://openalex.org/W2906257633","https://openalex.org/W2920845558","https://openalex.org/W2942625388","https://openalex.org/W2979185529","https://openalex.org/W2998647498","https://openalex.org/W3013442540","https://openalex.org/W3035930691","https://openalex.org/W3048206271","https://openalex.org/W3109393068","https://openalex.org/W3110211156","https://openalex.org/W3120907265","https://openalex.org/W3197292416","https://openalex.org/W3199357765","https://openalex.org/W3206699949","https://openalex.org/W3206773384","https://openalex.org/W3210570922","https://openalex.org/W3214776548","https://openalex.org/W4210476130","https://openalex.org/W4212971120","https://openalex.org/W4213037369","https://openalex.org/W4226049285","https://openalex.org/W4289821439","https://openalex.org/W4293740505","https://openalex.org/W4312631563","https://openalex.org/W4313887161"],"related_works":["https://openalex.org/W2286391053","https://openalex.org/W2982600058","https://openalex.org/W2003479292","https://openalex.org/W3135469233","https://openalex.org/W3101253900","https://openalex.org/W2347892399","https://openalex.org/W2133687134","https://openalex.org/W2047206873","https://openalex.org/W3038596169","https://openalex.org/W345637666"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,62,78,100,115,125,191],"achieve":[3,192],"real-time":[4,158,193],"optimization":[5,45,49,57,194],"(RTO)":[6],"of":[7,82,119,181,195],"system":[8,38,43,69,120,196],"efficiency,":[9],"an":[10,150],"efficiency":[11,44,84,121,184],"on-line":[12],"supervisory":[13,111],"control":[14,26,52,133,142,154],"(EOLSC)":[15],"based":[16,91],"on":[17,166],"model":[18],"guided":[19,73],"extremum":[20,74,106],"seeking":[21,75,107],"and":[22,51,67,123,186],"active":[23,151],"disturbance":[24,152],"rejection":[25,153],"is":[27,59,76,94,113,135,155],"proposed":[28,77,95,114,156,176],"for":[29,157],"proton":[30],"exchange":[31],"membrane":[32],"fuel":[33],"cell":[34],"(PEMFC)":[35],"system.":[36,170],"The":[37,105,129,171],"uncertainty":[39,130,138],"existed":[40,139],"in":[41,47,55,131],"the":[42,56,63,68,80,102,117,132,175,182,189],"performs":[46],"both":[48],"process":[50,58,134],"process.":[53],"Uncertainty":[54],"mainly":[60],"related":[61],"operating":[64],"conditions":[65],"changing":[66],"components":[70],"degradation.":[71],"Model":[72],"solve":[79],"problem":[81],"maximum":[83,183],"trajectory":[85,159,185],"searching":[86],"on-line.":[87],"Levenberg-Marquardt":[88],"(LM)":[89],"algorithm":[90],"semi-empirical":[92],"modeling":[93],"as":[96,109],"a":[97,110,167],"feedforward":[98],"guidance":[99],"compensate":[101],"load":[103],"disturbance.":[104],"regarded":[108],"function":[112],"sense":[116],"deviation":[118],"map":[122],"also":[124,187],"make":[126],"online":[127],"corrections.":[128],"called":[136],"dynamic":[137,148],"at":[140],"every":[141],"cycle.":[143],"To":[144],"cope":[145],"with":[146],"this":[147],"uncertainty,":[149],"tracking.":[160],"All":[161],"performance":[162],"verifications":[163],"are":[164],"conducted":[165],"real":[168],"PEMFC":[169],"experiments":[172],"results":[173],"show":[174],"strategy":[177],"can":[178],"be":[179],"aware":[180],"has":[188],"ability":[190],"efficiency.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
