{"id":"https://openalex.org/W1527904829","doi":"https://doi.org/10.23919/ecc.2013.6669295","title":"Performance improvement of an NMPC problem by search space reduction and experimental validation to a PEM fuel cell system","display_name":"Performance improvement of an NMPC problem by search space reduction and experimental validation to a PEM fuel cell system","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W1527904829","doi":"https://doi.org/10.23919/ecc.2013.6669295","mag":"1527904829"},"language":"en","primary_location":{"id":"doi:10.23919/ecc.2013.6669295","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2013.6669295","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 European Control Conference (ECC)","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/A5048060525","display_name":"Chrysovalantou Ziogou","orcid":"https://orcid.org/0000-0001-7609-5809"},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Chrysovalantou Ziogou","raw_affiliation_strings":["Department of Engineering Informatics, University of Western Macedonia, Kozani, Greece","Dept. of Eng. Inf., Univ. of Western Macedonia, Kozani, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Informatics, University of Western Macedonia, Kozani, Greece","institution_ids":["https://openalex.org/I89506807"]},{"raw_affiliation_string":"Dept. of Eng. Inf., Univ. of Western Macedonia, Kozani, Greece","institution_ids":["https://openalex.org/I89506807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062286648","display_name":"Michael C. Georgiadis","orcid":"https://orcid.org/0000-0002-2016-5131"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Michael C. Georgiadis","raw_affiliation_strings":["Department of Chemical Engineering, Aristotle University of Thessaloniki, Greece","Dept. of Chem. Eng., Aristotle Univ. of Thessaloniki, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Aristotle University of Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Dept. of Chem. Eng., Aristotle Univ. of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115598076","display_name":"Efstratios N. Pistikopoulos","orcid":"https://orcid.org/0000-0001-6581-509X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Efstratios N. Pistikopoulos","raw_affiliation_strings":["Department of Chemical Engineering, Imperial College London, UK","Dept. of Chem. Eng., Imperial Coll. London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Imperial College London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Dept. of Chem. Eng., Imperial Coll. London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081031783","display_name":"Spyros Voutetakis","orcid":"https://orcid.org/0000-0001-9212-1712"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Spyros Voutetakis","raw_affiliation_strings":["Chemical Process and Energy Resources Institute (CPERI), Centre for Research and Technology Hellas (CERTH), Thessaloniki, Greece","Chem. Process & Energy Resources Inst. (CPERI), Centre for Res. & Technol. Hellas (CERTH), Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Chemical Process and Energy Resources Institute (CPERI), Centre for Research and Technology Hellas (CERTH), Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]},{"raw_affiliation_string":"Chem. Process & Energy Resources Inst. (CPERI), Centre for Res. & Technol. Hellas (CERTH), Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063035435","display_name":"Simira Papadopoulou","orcid":"https://orcid.org/0000-0001-8725-1950"},"institutions":[{"id":"https://openalex.org/I77990126","display_name":"Alexander Technological Educational Institute of Thessaloniki","ror":"https://ror.org/04h36ea57","country_code":"GR","type":"education","lineage":["https://openalex.org/I77990126"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Simira Papadopoulou","raw_affiliation_strings":["Department of Automation, Technological Educational Institute of Thessaloniki, Greece","Dept. of Autom., Technol. Educ. Inst. of Thessaloniki, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Technological Educational Institute of Thessaloniki, Greece","institution_ids":["https://openalex.org/I77990126"]},{"raw_affiliation_string":"Dept. of Autom., Technol. Educ. Inst. of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I77990126"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048060525"],"corresponding_institution_ids":["https://openalex.org/I89506807"],"apc_list":null,"apc_paid":null,"fwci":0.4729,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66641332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2555","last_page":"2560"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10409","display_name":"Fuel Cells and Related Materials","score":0.9998999834060669,"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":0.9998999834060669,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9995999932289124,"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/T11053","display_name":"Process Optimization and Integration","score":0.9954000115394592,"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/model-predictive-control","display_name":"Model predictive control","score":0.8406792879104614},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6438708901405334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5889777541160583},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.5764292478561401},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5747064352035522},{"id":"https://openalex.org/keywords/quadratic-programming","display_name":"Quadratic programming","score":0.5495324730873108},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5275573134422302},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.49131694436073303},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.48510897159576416},{"id":"https://openalex.org/keywords/multivariable-calculus","display_name":"Multivariable calculus","score":0.42705973982810974},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.2527792453765869},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2146298587322235},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20154961943626404},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.1822267770767212}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.8406792879104614},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6438708901405334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5889777541160583},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.5764292478561401},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5747064352035522},{"id":"https://openalex.org/C81845259","wikidata":"https://www.wikidata.org/wiki/Q290117","display_name":"Quadratic programming","level":2,"score":0.5495324730873108},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5275573134422302},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.49131694436073303},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.48510897159576416},{"id":"https://openalex.org/C117312493","wikidata":"https://www.wikidata.org/wiki/Q2035437","display_name":"Multivariable calculus","level":2,"score":0.42705973982810974},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.2527792453765869},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2146298587322235},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20154961943626404},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.1822267770767212},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ecc.2013.6669295","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2013.6669295","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 European Control Conference (ECC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1979230903","https://openalex.org/W1983864916","https://openalex.org/W1993170675","https://openalex.org/W2026576878","https://openalex.org/W2042204689","https://openalex.org/W2049517194","https://openalex.org/W2068282990","https://openalex.org/W2082056119","https://openalex.org/W2082709304","https://openalex.org/W2102779861","https://openalex.org/W2139263821","https://openalex.org/W2156963939","https://openalex.org/W2169967276","https://openalex.org/W2217407546","https://openalex.org/W2316847319"],"related_works":["https://openalex.org/W1576377477","https://openalex.org/W2224575301","https://openalex.org/W2358882807","https://openalex.org/W2080896647","https://openalex.org/W2025587901","https://openalex.org/W2028217664","https://openalex.org/W2158000646","https://openalex.org/W2886734572","https://openalex.org/W1852236601","https://openalex.org/W3011628374"],"abstract_inverted_index":{"The":[0,33,66,100],"current":[1],"work":[2],"addresses":[3],"the":[4,10,52,69,88,103,121,125,142],"control":[5,54,143],"issues":[6],"that":[7,41,50],"arise":[8],"during":[9],"operation":[11],"of":[12,22,68,87,102,134],"a":[13,19,43,57,62,74,83,95,111],"fuel":[14,126],"cell":[15,127],"system":[16],"based":[17,81],"on":[18,37,82],"novel":[20],"combination":[21],"two":[23],"Model":[24],"Predictive":[25],"Control":[26],"strategies,":[27],"explicit":[28,104],"and":[29,114,137],"Nonlinear":[30],"MPC":[31],"(NMPC).":[32],"proposed":[34],"framework":[35,106],"relies":[36],"an":[38],"NMPC":[39,105],"formulation":[40],"uses":[42],"simultaneous":[44],"direct":[45],"transcription":[46],"dynamic":[47],"optimization":[48],"method":[49],"recasts":[51],"multivariable":[53],"problem":[55,60],"into":[56],"nonlinear":[58],"programming":[59],"using":[61],"warm-start":[63],"initialization":[64],"method.":[65,99],"performance":[67],"optimizer":[70],"is":[71,80,107,117],"improved":[72],"by":[73,94,110],"search":[75],"space":[76],"reduction":[77],"technique":[78],"which":[79],"piecewise":[84],"affine":[85],"approximation":[86],"variable's":[89],"feasible":[90],"space,":[91],"derived":[92],"offline":[93],"multi-parametric":[96],"Quadratic":[97],"Programming":[98],"behavior":[101],"initially":[108],"explored":[109],"simulation":[112],"study":[113],"subsequently":[115],"it":[116],"experimentally":[118],"verified":[119],"through":[120],"online":[122],"deployment":[123],"to":[124,141],"unit,":[128],"demonstrating":[129],"excellent":[130],"response":[131],"in":[132],"terms":[133],"computational":[135],"effort":[136],"accuracy":[138],"with":[139],"respect":[140],"objectives.":[144]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
