{"id":"https://openalex.org/W4391342526","doi":"https://doi.org/10.1109/isgteurope56780.2023.10407164","title":"Extended Kalman Filter for PEM Electrolyzer Condition Monitoring","display_name":"Extended Kalman Filter for PEM Electrolyzer Condition Monitoring","publication_year":2023,"publication_date":"2023-10-23","ids":{"openalex":"https://openalex.org/W4391342526","doi":"https://doi.org/10.1109/isgteurope56780.2023.10407164"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope56780.2023.10407164","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isgteurope56780.2023.10407164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)","raw_type":"proceedings-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/A5101302262","display_name":"Marina Nascimento Souza","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124112","display_name":"Fraunhofer Institute for Wind Energy Systems","ror":"https://ror.org/02phevt59","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124112","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marina Nascimento Souza","raw_affiliation_strings":["Fraunhofer IWES Application Center ILES,Hamburg,Germany","Fraunhofer IWES Application Center ILES, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer IWES Application Center ILES,Hamburg,Germany","institution_ids":["https://openalex.org/I4210124112"]},{"raw_affiliation_string":"Fraunhofer IWES Application Center ILES, Hamburg, Germany","institution_ids":["https://openalex.org/I4210124112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007006019","display_name":"Aline Luxa","orcid":"https://orcid.org/0000-0002-3025-3274"},"institutions":[{"id":"https://openalex.org/I4210124112","display_name":"Fraunhofer Institute for Wind Energy Systems","ror":"https://ror.org/02phevt59","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124112","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Aline Luxa","raw_affiliation_strings":["Fraunhofer IWES Application Center ILES,Hamburg,Germany","Fraunhofer IWES Application Center ILES, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer IWES Application Center ILES,Hamburg,Germany","institution_ids":["https://openalex.org/I4210124112"]},{"raw_affiliation_string":"Fraunhofer IWES Application Center ILES, Hamburg, Germany","institution_ids":["https://openalex.org/I4210124112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085311250","display_name":"Georg Pangalos","orcid":"https://orcid.org/0000-0001-5094-8033"},"institutions":[{"id":"https://openalex.org/I4210124112","display_name":"Fraunhofer Institute for Wind Energy Systems","ror":"https://ror.org/02phevt59","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124112","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Georg Pangalos","raw_affiliation_strings":["Fraunhofer IWES Application Center ILES,Hamburg,Germany","Fraunhofer IWES Application Center ILES, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer IWES Application Center ILES,Hamburg,Germany","institution_ids":["https://openalex.org/I4210124112"]},{"raw_affiliation_string":"Fraunhofer IWES Application Center ILES, Hamburg, Germany","institution_ids":["https://openalex.org/I4210124112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008560653","display_name":"Lennard Giesenberg","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124112","display_name":"Fraunhofer Institute for Wind Energy Systems","ror":"https://ror.org/02phevt59","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124112","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lennard Giesenberg","raw_affiliation_strings":["Fraunhofer IWES Electrochemical Analytics,Leuna,Germany","Fraunhofer IWES Electrochemical Analytics, Leuna, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer IWES Electrochemical Analytics,Leuna,Germany","institution_ids":["https://openalex.org/I4210124112"]},{"raw_affiliation_string":"Fraunhofer IWES Electrochemical Analytics, Leuna, Germany","institution_ids":["https://openalex.org/I4210124112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004305934","display_name":"Gerwald Lichtenberg","orcid":"https://orcid.org/0000-0001-6032-0733"},"institutions":[{"id":"https://openalex.org/I70451448","display_name":"HAW Hamburg","ror":"https://ror.org/00fkqwx76","country_code":"DE","type":"education","lineage":["https://openalex.org/I70451448"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerwald Lichtenberg","raw_affiliation_strings":["HAW Hamburg Faculty Life Sciences,Hamburg,Germany","HAW Hamburg Faculty Life Sciences, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HAW Hamburg Faculty Life Sciences,Hamburg,Germany","institution_ids":["https://openalex.org/I70451448"]},{"raw_affiliation_string":"HAW Hamburg Faculty Life Sciences, Hamburg, Germany","institution_ids":["https://openalex.org/I70451448"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20228533,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10409","display_name":"Fuel Cells and Related Materials","score":0.9973999857902527,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electrolysis","display_name":"Electrolysis","score":0.8009834289550781},{"id":"https://openalex.org/keywords/polymer-electrolyte-membrane-electrolysis","display_name":"Polymer electrolyte membrane electrolysis","score":0.7667657136917114},{"id":"https://openalex.org/keywords/proton-exchange-membrane-fuel-cell","display_name":"Proton exchange membrane fuel cell","score":0.6966891288757324},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.6915160417556763},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.6794886589050293},{"id":"https://openalex.org/keywords/anode","display_name":"Anode","score":0.6138350963592529},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.4565952718257904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42948266863822937},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.4224255383014679},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.415300577878952},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.41322022676467896},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.35515525937080383},{"id":"https://openalex.org/keywords/membrane","display_name":"Membrane","score":0.3540020287036896},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.33847033977508545},{"id":"https://openalex.org/keywords/electrode","display_name":"Electrode","score":0.32565543055534363},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.28486987948417664},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19752272963523865},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1512155830860138}],"concepts":[{"id":"https://openalex.org/C163127949","wikidata":"https://www.wikidata.org/wiki/Q64403","display_name":"Electrolysis","level":4,"score":0.8009834289550781},{"id":"https://openalex.org/C100729193","wikidata":"https://www.wikidata.org/wiki/Q17105319","display_name":"Polymer electrolyte membrane electrolysis","level":5,"score":0.7667657136917114},{"id":"https://openalex.org/C132319479","wikidata":"https://www.wikidata.org/wiki/Q899619","display_name":"Proton exchange membrane fuel cell","level":3,"score":0.6966891288757324},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.6915160417556763},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.6794886589050293},{"id":"https://openalex.org/C89395315","wikidata":"https://www.wikidata.org/wiki/Q181232","display_name":"Anode","level":3,"score":0.6138350963592529},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.4565952718257904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42948266863822937},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.4224255383014679},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.415300577878952},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.41322022676467896},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.35515525937080383},{"id":"https://openalex.org/C41625074","wikidata":"https://www.wikidata.org/wiki/Q176088","display_name":"Membrane","level":2,"score":0.3540020287036896},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.33847033977508545},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.32565543055534363},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.28486987948417664},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19752272963523865},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1512155830860138},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C68801617","wikidata":"https://www.wikidata.org/wiki/Q162908","display_name":"Electrolyte","level":3,"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/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","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},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isgteurope56780.2023.10407164","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isgteurope56780.2023.10407164","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/506626","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/506626","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2168275326","https://openalex.org/W2461287871","https://openalex.org/W2611678479","https://openalex.org/W2774086071","https://openalex.org/W2790374560","https://openalex.org/W2942832255","https://openalex.org/W3007464748","https://openalex.org/W3022416472","https://openalex.org/W3056062835","https://openalex.org/W3090909368","https://openalex.org/W3213975881"],"related_works":["https://openalex.org/W2103062922","https://openalex.org/W2049528472","https://openalex.org/W2030777167","https://openalex.org/W2162299404","https://openalex.org/W3162177194","https://openalex.org/W2077412168","https://openalex.org/W4313594301","https://openalex.org/W2016117366","https://openalex.org/W3182444350","https://openalex.org/W2611768818"],"abstract_inverted_index":{"Renewable":[0],"hydrogen":[1],"produced":[2],"by":[3],"water":[4],"electrolysis":[5,19,119],"is":[6,21,50,64,108],"a":[7,22,69,92,115],"key":[8],"technology":[9],"in":[10,45,52],"the":[11,26,29,48,57,80,127,133,136],"path":[12],"to":[13,60,76,110,124,132],"cross-sectoral":[14],"decarbonization.":[15],"The":[16,106,138],"degradation":[17,34,104,112,146],"of":[18,28,71,79,102,114,126,145,147],"cells":[20],"central":[23],"issue":[24],"for":[25,100],"lifetime":[27],"equipment.":[30],"Literature":[31],"describes":[32],"several":[33],"mechanisms":[35],"that":[36],"affect":[37],"different":[38],"cell":[39,82,120],"components,":[40],"which":[41],"are":[42,86],"best":[43],"detected":[44],"analysis":[46],"while":[47,56],"system":[49],"not":[51],"operation.":[53],"During":[54],"operation,":[55],"voltage":[58],"response":[59],"an":[61,96,143],"applied":[62],"current":[63],"monitored":[65],"and":[66,121,135,149,154],"used":[67],"as":[68],"measure":[70],"efficiency":[72],"decrease,":[73],"methods":[74],"able":[75,109],"quantity":[77],"aging":[78],"individual":[81],"components":[83,125],"during":[84],"operation":[85],"very":[87],"limited.":[88],"This":[89],"work":[90],"proposes":[91],"method":[93],"based":[94],"on":[95],"extended":[97,139],"Kalman":[98,140],"filter":[99,107,141],"estimation":[101,144],"non-measurable":[103],"effects.":[105],"separate":[111],"effect":[113],"proton":[116],"exchange":[117],"membrane":[118,128],"allocating":[122],"it":[123],"electrode":[129],"assembly,":[130],"namely":[131],"anode":[134],"membrane.":[137],"gives":[142],"catalyst":[148],"membrane,":[150],"using":[151],"input":[152],"(current)":[153],"output":[155],"(voltage)":[156],"data":[157],"alone.":[158]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
