{"id":"https://openalex.org/W7154332635","doi":"https://doi.org/10.48550/arxiv.2604.11433","title":"Air supply control for proton exchange membrane fuel cells without explicit modeling","display_name":"Air supply control for proton exchange membrane fuel cells without explicit modeling","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7154332635","doi":"https://doi.org/10.48550/arxiv.2604.11433"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.11433","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.11433","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.11433","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069108157","display_name":"Meziane Ait Ziane","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ziane, M\u00e9ziane Ait","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133554350","display_name":"Michel Zasadzinski","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zasadzinski, Michel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061962192","display_name":"C\u00e9dric Join","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Join, C\u00e9dric","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5133585828","display_name":"Michel Fliess","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fliess, Michel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10409","display_name":"Fuel Cells and Related Materials","score":0.9832000136375427,"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":0.9832000136375427,"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/T11690","display_name":"Advanced battery technologies research","score":0.002199999988079071,"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/T12074","display_name":"Membrane-based Ion Separation Techniques","score":0.0017999999690800905,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/proton-exchange-membrane-fuel-cell","display_name":"Proton exchange membrane fuel cell","score":0.7677000164985657},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7616999745368958},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.46810001134872437},{"id":"https://openalex.org/keywords/oxygen","display_name":"Oxygen","score":0.39730000495910645},{"id":"https://openalex.org/keywords/fuel-cells","display_name":"Fuel cells","score":0.3734000027179718},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.3691999912261963},{"id":"https://openalex.org/keywords/membrane","display_name":"Membrane","score":0.365200012922287},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.3465000092983246}],"concepts":[{"id":"https://openalex.org/C132319479","wikidata":"https://www.wikidata.org/wiki/Q899619","display_name":"Proton exchange membrane fuel cell","level":3,"score":0.7677000164985657},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7616999745368958},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.46810001134872437},{"id":"https://openalex.org/C540031477","wikidata":"https://www.wikidata.org/wiki/Q629","display_name":"Oxygen","level":2,"score":0.39730000495910645},{"id":"https://openalex.org/C2987658370","wikidata":"https://www.wikidata.org/wiki/Q180253","display_name":"Fuel cells","level":2,"score":0.3734000027179718},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.3691999912261963},{"id":"https://openalex.org/C41625074","wikidata":"https://www.wikidata.org/wiki/Q176088","display_name":"Membrane","level":2,"score":0.365200012922287},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.3465000092983246},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3393000066280365},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3285999894142151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3246999979019165},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.32089999318122864},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.3068999946117401},{"id":"https://openalex.org/C31531917","wikidata":"https://www.wikidata.org/wiki/Q915157","display_name":"Robust control","level":3,"score":0.2996000051498413},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28949999809265137},{"id":"https://openalex.org/C3019813237","wikidata":"https://www.wikidata.org/wiki/Q65089264","display_name":"Model validation","level":2,"score":0.28859999775886536},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.28380000591278076},{"id":"https://openalex.org/C2775956859","wikidata":"https://www.wikidata.org/wiki/Q178895","display_name":"Air\u2013fuel ratio","level":3,"score":0.28049999475479126},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2696000039577484},{"id":"https://openalex.org/C89169090","wikidata":"https://www.wikidata.org/wiki/Q593204","display_name":"Limiting oxygen concentration","level":3,"score":0.2630000114440918},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.2603999972343445},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.259799987077713},{"id":"https://openalex.org/C144082473","wikidata":"https://www.wikidata.org/wiki/Q213185","display_name":"Stoichiometry","level":2,"score":0.2565000057220459},{"id":"https://openalex.org/C97488330","wikidata":"https://www.wikidata.org/wiki/Q906016","display_name":"Membrane reactor","level":3,"score":0.25619998574256897},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C22762622","wikidata":"https://www.wikidata.org/wiki/Q628904","display_name":"Operating point","level":2,"score":0.251800000667572}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.11433","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.11433","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.11433","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.11433","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Our":[0],"objective":[1],"is":[2,76,105],"to":[3,45,60],"study":[4],"the":[5,10,15,32,41,52,66,99,112,115],"performance":[6,97],"and":[7,36,87],"robustness":[8,104],"of":[9,18,38,98,114],"model-free":[11,42,100],"strategy":[12],"for":[13,78,83],"controlling":[14],"oxygen":[16,89],"stoichiometry":[17],"a":[19,26,47,71],"fuel":[20],"cell":[21],"air":[22,119],"supply":[23,120],"system":[24],"with":[25,91],"proton":[27,116],"exchange":[28,117],"membrane.":[29],"After":[30],"reviewing":[31],"literature":[33],"on":[34,51,65],"modeling":[35],"control":[37,101],"this":[39],"process,":[40],"approach":[43],"appears":[44],"be":[46],"good":[48],"candidate":[49],"because,":[50],"one":[53],"hand,":[54,68],"it":[55,69],"allows":[56],"straightforward":[57],"real-time":[58],"adaptation":[59],"track":[61],"operating":[62],"points":[63],"and,":[64],"other":[67],"requires":[70],"low":[72],"computational":[73],"burden,":[74],"which":[75],"attractive":[77],"industrial":[79],"applications.":[80],"Numerical":[81],"simulations":[82],"two":[84,92],"scenarios":[85],"(constant":[86],"variable":[88],"stoichiometry)":[90],"current":[93],"profiles":[94],"reveal":[95],"satisfactory":[96],"law.":[102],"The":[103],"addressed":[106],"by":[107],"considering":[108],"significant":[109],"variations":[110],"in":[111],"parameters":[113],"membrane":[118],"system.":[121]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-04-15T00:00:00"}
