{"id":"https://openalex.org/W4409488992","doi":"https://doi.org/10.1016/j.egyr.2025.04.007","title":"Circulatory system-based optimization: A biologically inspired metaheuristic approach for accurately identifying a PEMFC's parameters.","display_name":"Circulatory system-based optimization: A biologically inspired metaheuristic approach for accurately identifying a PEMFC's parameters.","publication_year":2025,"publication_date":"2025-04-16","ids":{"openalex":"https://openalex.org/W4409488992","doi":"https://doi.org/10.1016/j.egyr.2025.04.007"},"language":"en","primary_location":{"id":"doi:10.1016/j.egyr.2025.04.007","doi":"https://doi.org/10.1016/j.egyr.2025.04.007","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.egyr.2025.04.007","pdf_url":null,"source":{"id":"https://openalex.org/S2898434319","display_name":"Energy Reports","issn_l":"2352-4847","issn":["2352-4847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Reports","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.egyr.2025.04.007","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087858254","display_name":"Badreddine Kanouni","orcid":"https://orcid.org/0000-0002-6122-8194","observed_orcids":["https://orcid.org/0000-0002-6122-8194"]},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Badreddine Kanouni","raw_affiliation_strings":["Electrical Engineering Department, University of Setif 1, S\u00e9tif 19000, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University of Setif 1, S\u00e9tif 19000, Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083752747","display_name":"Abdelbaset Laib","orcid":"https://orcid.org/0000-0002-8013-8135","observed_orcids":["https://orcid.org/0000-0002-8013-8135"]},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelbaset Laib","raw_affiliation_strings":["Department of Automatic, Faculty of Electrical Engineering, University of Science and Technology Houari Boumediene, Algiers 16111, Algeria"],"raw_orcid":"https://orcid.org/0000-0002-8013-8135","affiliations":[{"raw_affiliation_string":"Department of Automatic, Faculty of Electrical Engineering, University of Science and Technology Houari Boumediene, Algiers 16111, Algeria","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072826018","display_name":"Salah Necaibia","orcid":"https://orcid.org/0000-0002-4637-9920","observed_orcids":["https://orcid.org/0000-0002-4637-9920"]},"institutions":[{"id":"https://openalex.org/I108754898","display_name":"Badji Mokhtar-Annaba University","ror":"https://ror.org/03sf55932","country_code":"DZ","type":"education","lineage":["https://openalex.org/I108754898"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Salah Necaibia","raw_affiliation_strings":["Electromechanical Systems Laboratory (LSELM), Electrical Engineering Department, Faculty of Technology, Badji Mokhtar University, Annaba, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electromechanical Systems Laboratory (LSELM), Electrical Engineering Department, Faculty of Technology, Badji Mokhtar University, Annaba, Algeria","institution_ids":["https://openalex.org/I108754898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053378109","display_name":"Abdelbasset Krama","orcid":"https://orcid.org/0000-0002-9869-0366","observed_orcids":["https://orcid.org/0000-0002-9869-0366"]},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Abdelbasset Krama","raw_affiliation_strings":["Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University, Doha 34110, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-9869-0366","affiliations":[{"raw_affiliation_string":"Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University, Doha 34110, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072189850","display_name":"Josep Maria Guerrero","orcid":"https://orcid.org/0000-0001-5236-4592","observed_orcids":["https://orcid.org/0000-0001-5236-4592"]},"institutions":[{"id":"https://openalex.org/I11932220","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I11932220"]},{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["DK","ES"],"is_corresponding":false,"raw_author_name":"Josep M. Guerrero","raw_affiliation_strings":["6CROM, AAU Energy, Aalborg University, 9220 Aalborg East, Denmark","Center for Research on Microgrids (CROM), Department of Electronic Engineering, Technical University of Catalonia, 08019 Barcelona, Spain","ICREA, Pg. Llu\u00eds Companys 23, 08010 Barcelona, Spain 6CROM, AAU Energy, Aalborg University, 9220 Aalborg East, Denmark","Aalborg University, DK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"6CROM, AAU Energy, Aalborg University, 9220 Aalborg East, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Center for Research on Microgrids (CROM), Department of Electronic Engineering, Technical University of Catalonia, 08019 Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"ICREA, Pg. Llu\u00eds Companys 23, 08010 Barcelona, Spain 6CROM, AAU Energy, Aalborg University, 9220 Aalborg East, Denmark","institution_ids":["https://openalex.org/I11932220","https://openalex.org/I891191580"]},{"raw_affiliation_string":"Aalborg University, DK","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5053378109"],"corresponding_institution_ids":["https://openalex.org/I4210144839"],"apc_list":{"value":3040,"currency":"USD","value_usd":3040},"apc_paid":{"value":3040,"currency":"USD","value_usd":3040},"fwci":5.1789,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.96628215,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":null,"first_page":"4661","last_page":"4677"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10409","display_name":"Fuel Cells and Related Materials","score":0.9735999703407288,"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":0.9735999703407288,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.021900000050663948,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/proton-exchange-membrane-fuel-cells","display_name":"proton exchange membrane fuel cells","score":0.8360000252723694},{"id":"https://openalex.org/keywords/parameter-estimation","display_name":"parameter estimation","score":0.9070000052452087},{"id":"https://openalex.org/keywords/fuel-cell-modeling","display_name":"fuel cell modeling","score":0.7570000290870667},{"id":"https://openalex.org/keywords/convergence-rate","display_name":"convergence rate","score":0.8169999718666077},{"id":"https://openalex.org/keywords/hydrogen-energy","display_name":"hydrogen energy","score":0.718999981880188}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6730855107307434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5154944062232971},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3501325249671936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3086300492286682},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11235255002975464}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.egyr.2025.04.007","doi":"https://doi.org/10.1016/j.egyr.2025.04.007","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.egyr.2025.04.007","pdf_url":null,"source":{"id":"https://openalex.org/S2898434319","display_name":"Energy Reports","issn_l":"2352-4847","issn":["2352-4847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Reports","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/1f6bf545-ac4f-4874-9653-178828ab7c30","doi":null,"is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/1f6bf545-ac4f-4874-9653-178828ab7c30","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kanouni, B, Laib, A, Necaibia, S, Krama, A & Guerrero, J M 2025, 'Circulatory system-based optimization : A biologically inspired metaheuristic approach for accurately identifying a PEMFC's parameters.', Energy Reports, vol. 13, pp. 4661-4677. https://doi.org/10.1016/j.egyr.2025.04.007","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.egyr.2025.04.007","doi":"https://doi.org/10.1016/j.egyr.2025.04.007","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.egyr.2025.04.007","pdf_url":null,"source":{"id":"https://openalex.org/S2898434319","display_name":"Energy Reports","issn_l":"2352-4847","issn":["2352-4847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-100","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9853000044822693,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"},{"score":0.651199996471405,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3342285524","display_name":null,"funder_award_id":"ARG01\\u20130428\\u2013230023","funder_id":"https://openalex.org/F4320332753","funder_display_name":"Qatar National Research Fund"}],"funders":[{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"},{"id":"https://openalex.org/F4320334468","display_name":"Qatar National Library","ror":"https://ror.org/02jv93662"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1487678510","https://openalex.org/W1518465986","https://openalex.org/W1963829045","https://openalex.org/W1975822310","https://openalex.org/W1975987798","https://openalex.org/W1990098074","https://openalex.org/W2010922597","https://openalex.org/W2012684023","https://openalex.org/W2016796823","https://openalex.org/W2029711470","https://openalex.org/W2043792859","https://openalex.org/W2047982693","https://openalex.org/W2051638002","https://openalex.org/W2088025305","https://openalex.org/W2101476747","https://openalex.org/W2235868144","https://openalex.org/W2599977930","https://openalex.org/W2602549689","https://openalex.org/W2773646922","https://openalex.org/W2777275957","https://openalex.org/W2792852499","https://openalex.org/W2799080304","https://openalex.org/W2884618420","https://openalex.org/W2888635740","https://openalex.org/W2906812003","https://openalex.org/W2947771809","https://openalex.org/W2969265555","https://openalex.org/W2970705599","https://openalex.org/W2981353580","https://openalex.org/W2986264121","https://openalex.org/W2998398504","https://openalex.org/W3001887008","https://openalex.org/W3005898487","https://openalex.org/W3015857334","https://openalex.org/W3016687065","https://openalex.org/W3080103674","https://openalex.org/W3129156467","https://openalex.org/W3138295406","https://openalex.org/W3173654020","https://openalex.org/W4220670519","https://openalex.org/W4220847576","https://openalex.org/W4252469213","https://openalex.org/W4282039754","https://openalex.org/W4286203217","https://openalex.org/W4308354472","https://openalex.org/W4311832329","https://openalex.org/W4312084480","https://openalex.org/W4318455077","https://openalex.org/W4323565396","https://openalex.org/W4324144892","https://openalex.org/W4383912178","https://openalex.org/W4390583249","https://openalex.org/W4391577464","https://openalex.org/W4391881477","https://openalex.org/W4392092308","https://openalex.org/W4392573930","https://openalex.org/W4393135359","https://openalex.org/W4396857747","https://openalex.org/W4397022745","https://openalex.org/W4399280109","https://openalex.org/W4399429608","https://openalex.org/W4399627525","https://openalex.org/W4401529391","https://openalex.org/W4401532922","https://openalex.org/W4402202519","https://openalex.org/W4402404897","https://openalex.org/W4405415459","https://openalex.org/W4407230885","https://openalex.org/W6875733878"],"related_works":["https://openalex.org/W7133213557","https://openalex.org/W7133569365","https://openalex.org/W3129156467","https://openalex.org/W7212361354","https://openalex.org/W7137996323","https://openalex.org/W4405889375","https://openalex.org/W4413142758","https://openalex.org/W4307858645","https://openalex.org/W4410796386","https://openalex.org/W4391495788"],"abstract_inverted_index":{"Hydrogen\u2019s":[0],"increasing":[1],"prominence":[2],"as":[3,32],"a":[4,33,37,63],"sustainable":[5],"energy":[6,16],"carrier":[7],"point":[8],"out":[9,31],"its":[10],"transformative":[11],"potential":[12],"in":[13,104,111],"the":[14,19,77,89,92,147,162],"global":[15],"transition.":[17],"Among":[18],"technologies":[20],"enabling":[21],"this":[22],"shift,":[23],"Proton":[24],"Exchange":[25],"Membrane":[26],"Fuel":[27],"Cells":[28],"(PEMFCs)":[29],"stand":[30],"vital":[34],"solution,":[35],"offering":[36],"clean":[38],"and":[39,55,86,98,107,158,170],"efficient":[40],"alternative":[41],"to":[42,75,165],"fossil":[43],"fuels":[44],".":[45],"Accurate":[46],"parameter":[47],"identification":[48],"is":[49],"critical":[50],"for":[51],"optimizing":[52],"PEMFC":[53,81,127],"performance":[54,138,144],"advancing":[56],"their":[57],"practical":[58],"applications.":[59],"This":[60],"paper":[61],"introduces":[62],"novel":[64],"biologically":[65],"inspired":[66],"optimization":[67,141],"algorithm,":[68],"Circulatory":[69],"System-Based":[70],"Optimization":[71],"(CSBO),":[72],"designed":[73],"specifically":[74],"identify":[76],"unknown":[78],"parameters":[79],"of":[80,91,149],"models":[82],"with":[83],"high":[84],"precision":[85],"efficiency.":[87],"Mimicking":[88],"functionality":[90],"body\u2019s":[93],"circulatory":[94],"system,":[95],"comprising":[96],"pulmonary":[97],"systemic":[99],"circuits,":[100],"CSBO":[101],"addresses":[102],"challenges":[103],"convergence":[105],"speed":[106],"solution":[108],"accuracy":[109],"inherent":[110],"traditional":[112],"methods.":[113],"The":[114],"algorithm\u2019s":[115,163],"effectiveness":[116],"was":[117],"rigorously":[118],"validated":[119],"against":[120],"experimental":[121],"voltage-current":[122],"data":[123],"from":[124],"four":[125],"commercial":[126],"stacks":[128],"(250":[129],"W,":[130,133],"BCS":[131],"500":[132],"SR-12,":[134],"H-12),":[135],"demonstrating":[136],"superior":[137],"over":[139],"state-of-the-art":[140],"approaches.":[142],"Key":[143],"metrics,":[145],"including":[146],"sum":[148],"squared":[150],"errors":[151],"(SSE),":[152],"standard":[153],"deviation":[154],"(STD),":[155],"computational":[156],"efficiency,":[157],"statistical":[159],"robustness,":[160],"confirmed":[161],"capability":[164],"enhance":[166],"stability,":[167],"accelerate":[168],"convergence,":[169],"improve":[171],"accuracy.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":8}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-04-17T00:00:00"}