{"id":"https://openalex.org/W4408908457","doi":"https://doi.org/10.1016/j.ifacol.2025.03.025","title":"Towards Automated Model Order Reduction and Feedback Control for Nonlinear Finite Element Models","display_name":"Towards Automated Model Order Reduction and Feedback Control for Nonlinear Finite Element Models","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408908457","doi":"https://doi.org/10.1016/j.ifacol.2025.03.025"},"language":"en","primary_location":{"id":"doi:10.1016/j.ifacol.2025.03.025","doi":"https://doi.org/10.1016/j.ifacol.2025.03.025","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ifacol.2025.03.025","pdf_url":null,"source":{"id":"https://openalex.org/S2898405271","display_name":"IFAC-PapersOnLine","issn_l":"2405-8963","issn":["2405-8963","2405-8971"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"IFAC-PapersOnLine","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.ifacol.2025.03.025","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053953147","display_name":"Arwed Sch\u00fctz","orcid":"https://orcid.org/0000-0003-3285-7386","observed_orcids":["https://orcid.org/0000-0003-3285-7386"]},"institutions":[{"id":"https://openalex.org/I10889393","display_name":"Jade University of Applied Sciences","ror":"https://ror.org/02vvvm705","country_code":"DE","type":"education","lineage":["https://openalex.org/I10889393"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Arwed Sch\u00fctz","raw_affiliation_strings":["Jade University of Applied Sciences, 26389 Wilhelmshaven, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jade University of Applied Sciences, 26389 Wilhelmshaven, Germany","institution_ids":["https://openalex.org/I10889393"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063129701","display_name":"Michael Olbrich","orcid":"https://orcid.org/0000-0003-2869-8327","observed_orcids":["https://orcid.org/0000-0003-2869-8327"]},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michael Olbrich","raw_affiliation_strings":["Faculty of Applied Computer Science, University of Augsburg, 86159 Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Computer Science, University of Augsburg, 86159 Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116824577","display_name":"Aliakbar Taghdiri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I10889393","display_name":"Jade University of Applied Sciences","ror":"https://ror.org/02vvvm705","country_code":"DE","type":"education","lineage":["https://openalex.org/I10889393"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Aliakbar Taghdiri","raw_affiliation_strings":["Jade University of Applied Sciences, 26389 Wilhelmshaven, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jade University of Applied Sciences, 26389 Wilhelmshaven, Germany","institution_ids":["https://openalex.org/I10889393"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071277894","display_name":"Christoph Ament","orcid":"https://orcid.org/0000-0002-6396-4355","observed_orcids":["https://orcid.org/0000-0002-6396-4355"]},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Ament","raw_affiliation_strings":["Faculty of Applied Computer Science, University of Augsburg, 86159 Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Computer Science, University of Augsburg, 86159 Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040987011","display_name":"Tamara Bechtold","orcid":"https://orcid.org/0000-0003-1993-4893","observed_orcids":["https://orcid.org/0000-0003-1993-4893"]},"institutions":[{"id":"https://openalex.org/I10889393","display_name":"Jade University of Applied Sciences","ror":"https://ror.org/02vvvm705","country_code":"DE","type":"education","lineage":["https://openalex.org/I10889393"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tamara Bechtold","raw_affiliation_strings":["Jade University of Applied Sciences, 26389 Wilhelmshaven, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jade University of Applied Sciences, 26389 Wilhelmshaven, Germany","institution_ids":["https://openalex.org/I10889393"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040987011","https://openalex.org/A5053953147","https://openalex.org/A5063129701","https://openalex.org/A5116824577"],"corresponding_institution_ids":["https://openalex.org/I10889393","https://openalex.org/I179225836"],"apc_list":{"value":0,"currency":"USD","value_usd":0},"apc_paid":null,"fwci":0.4431,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57740389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"59","issue":"1","first_page":"139","last_page":"144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11081","display_name":"Advanced Control Systems Design","score":0.00019999999494757503,"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/T11236","display_name":"Control Systems and Identification","score":9.999999747378752e-05,"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-reduction","display_name":"model reduction","score":0.9810000061988831},{"id":"https://openalex.org/keywords/nonlinear-finite-element-model","display_name":"nonlinear finite element model","score":0.8669999837875366},{"id":"https://openalex.org/keywords/proper-orthogonal-decomposition","display_name":"proper orthogonal decomposition","score":0.8560000061988831},{"id":"https://openalex.org/keywords/gain-scheduling","display_name":"gain scheduling","score":0.7129999995231628},{"id":"https://openalex.org/keywords/feedback-control","display_name":"feedback control","score":0.8960000276565552},{"id":"https://openalex.org/keywords/surrogate-modeling","display_name":"surrogate models","score":0.8830000162124634}],"concepts":[{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.7636371850967407},{"id":"https://openalex.org/C2779277453","wikidata":"https://www.wikidata.org/wiki/Q12202921","display_name":"Model order reduction","level":3,"score":0.6674555540084839},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.6668471097946167},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6400411128997803},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5205262899398804},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4811371862888336},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4547646641731262},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.44612306356430054},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3511860966682434},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29785534739494324},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23712986707687378},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17792826890945435},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.15532469749450684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1466071903705597},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14550018310546875},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08824136853218079},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07652759552001953},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ifacol.2025.03.025","doi":"https://doi.org/10.1016/j.ifacol.2025.03.025","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ifacol.2025.03.025","pdf_url":null,"source":{"id":"https://openalex.org/S2898405271","display_name":"IFAC-PapersOnLine","issn_l":"2405-8963","issn":["2405-8963","2405-8971"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"IFAC-PapersOnLine","raw_type":"journal-article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:121045","doi":null,"is_oa":true,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/121045","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/121045/121045.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.ifacol.2025.03.025","doi":"https://doi.org/10.1016/j.ifacol.2025.03.025","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ifacol.2025.03.025","pdf_url":null,"source":{"id":"https://openalex.org/S2898405271","display_name":"IFAC-PapersOnLine","issn_l":"2405-8963","issn":["2405-8963","2405-8971"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"IFAC-PapersOnLine","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G6450865427","display_name":"ADOPT  Adaptive THz Optik","funder_award_id":"424616052","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321421","display_name":"Albert-Ludwigs-Universit\u00e4t Freiburg","ror":"https://ror.org/0245cg223"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1544956813","https://openalex.org/W1551480811","https://openalex.org/W1570007728","https://openalex.org/W2027300760","https://openalex.org/W2049753327","https://openalex.org/W2090292347","https://openalex.org/W2214234938","https://openalex.org/W4380369662"],"related_works":["https://openalex.org/W2118904547","https://openalex.org/W2110312969","https://openalex.org/W2015479478","https://openalex.org/W2182451763","https://openalex.org/W3127703504","https://openalex.org/W1991018216","https://openalex.org/W1964286429","https://openalex.org/W2800915648","https://openalex.org/W2156456902","https://openalex.org/W2613743288"],"abstract_inverted_index":{"Spanning":[0],"applications":[1,32],"from":[2],"microsystems":[3],"to":[4,39,46,61,80,148],"passenger":[5],"jets,":[6],"finite":[7],"element":[8],"(FE)":[9],"models":[10,27,48,54,67,84,91],"play":[11],"a":[12,19,78,96,99,150,159],"crucial":[13],"role":[14],"in":[15,36],"the":[16,62,93,122],"design":[17],"of":[18,22,95,114],"wide":[20],"range":[21],"technical":[23],"products.":[24],"However,":[25],"such":[26],"are":[28,119],"not":[29],"suited":[30],"for":[31,88,158],"at":[33,92],"system-level":[34],"or":[35,71],"control":[37],"due":[38],"their":[40],"large":[41],"scale.":[42],"While":[43],"several":[44],"schemes":[45],"obtain":[47],"and":[49,85],"controllers":[50,87],"based":[51],"on":[52,137],"FE":[53,63,90,132],"exist,":[55],"they":[56],"either":[57],"require":[58,72],"high-level":[59],"access":[60],"software,":[64],"create":[65],"black-box":[66],"without":[68],"physical":[69],"interpretation,":[70],"specialist":[73],"knowledge.":[74],"This":[75],"paper":[76],"outlines":[77],"workflow":[79,155],"generate":[81],"highly":[82],"efficient":[83],"appropriate":[86],"nonlinear":[89],"push":[94],"button.":[97],"In":[98],"first":[100],"step,":[101],"model":[102,113],"order":[103],"reduction":[104],"via":[105,121],"proper":[106],"orthogonal":[107],"decomposition":[108],"creates":[109],"an":[110],"accurate":[111],"surrogate":[112],"drastically":[115],"smaller":[116],"dimension.":[117],"Nonlinearities":[118],"handled":[120],"trajectory":[123],"piecewise":[124],"linear":[125],"approximation":[126],"(TPWL),":[127],"maximizing":[128],"compatibility":[129],"with":[130],"commercial":[131],"software":[133],"by":[134,140],"exclusively":[135],"relying":[136],"data":[138],"produced":[139],"regular":[141],"solutions.":[142],"Complementing":[143],"TPWL,":[144],"gain-scheduling":[145],"is":[146,156],"deployed":[147],"establish":[149],"precise":[151],"controller.":[152],"The":[153],"proposed":[154],"demonstrated":[157],"tunable":[160],"prism,":[161],"showcasing":[162],"its":[163],"efficacy.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-22T07:34:49.880490","created_date":"2025-10-10T00:00:00"}
