{"id":"https://openalex.org/W4400583487","doi":"https://doi.org/10.1080/17477778.2024.2376711","title":"Live fitting of process data within digital twins of manufacturing to use simulation and optimisation","display_name":"Live fitting of process data within digital twins of manufacturing to use simulation and optimisation","publication_year":2024,"publication_date":"2024-07-12","ids":{"openalex":"https://openalex.org/W4400583487","doi":"https://doi.org/10.1080/17477778.2024.2376711"},"language":"en","primary_location":{"id":"doi:10.1080/17477778.2024.2376711","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1080/17477778.2024.2376711","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17477778.2024.2376711?needAccess=true","source":{"id":"https://openalex.org/S207180383","display_name":"Journal of Simulation","issn_l":"1747-7778","issn":["1747-7778","1747-7786","1774-7786"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Simulation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/17477778.2024.2376711?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026985844","display_name":"Christin Schumacher","orcid":"https://orcid.org/0000-0002-9847-0443"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christin Schumacher","raw_affiliation_strings":["Institute of Transport Logistics, TU Dortmund University, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9847-0443","affiliations":[{"raw_affiliation_string":"Institute of Transport Logistics, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104424092","display_name":"Jonas Stilling","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas Stilling","raw_affiliation_strings":["Department of Industrial Manufacturing, Fraunhofer Institute for Software and Systems Engineering ISST, Dortmund, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Manufacturing, Fraunhofer Institute for Software and Systems Engineering ISST, Dortmund, Germany","institution_ids":["https://openalex.org/I4210163630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059648687","display_name":"Jan Kriege","orcid":null},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Kriege","raw_affiliation_strings":["Chair of Modeling & Simulation, TU Dortmund University, Dortmund, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Modeling & Simulation, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022119933","display_name":"Peter Buchholz","orcid":"https://orcid.org/0000-0002-9966-7686"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Buchholz","raw_affiliation_strings":["Chair of Modeling & Simulation, TU Dortmund University, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9966-7686","affiliations":[{"raw_affiliation_string":"Chair of Modeling & Simulation, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026985844"],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":null,"apc_paid":null,"fwci":0.906,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76976799,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"18","issue":"5","first_page":"813","last_page":"834"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/computer-science","display_name":"Computer science","score":0.77763831615448},{"id":"https://openalex.org/keywords/scrap","display_name":"Scrap","score":0.612941324710846},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5594496726989746},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.529051661491394},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5272269248962402},{"id":"https://openalex.org/keywords/goodness-of-fit","display_name":"Goodness of fit","score":0.5068448185920715},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4856644868850708},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4780326783657074},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.357799768447876},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.356765478849411},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19045579433441162},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1646612286567688}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.77763831615448},{"id":"https://openalex.org/C192097918","wikidata":"https://www.wikidata.org/wiki/Q917714","display_name":"Scrap","level":2,"score":0.612941324710846},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5594496726989746},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.529051661491394},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5272269248962402},{"id":"https://openalex.org/C132480984","wikidata":"https://www.wikidata.org/wiki/Q2034239","display_name":"Goodness of fit","level":2,"score":0.5068448185920715},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4856644868850708},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4780326783657074},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.357799768447876},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.356765478849411},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19045579433441162},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1646612286567688},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/17477778.2024.2376711","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1080/17477778.2024.2376711","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17477778.2024.2376711?needAccess=true","source":{"id":"https://openalex.org/S207180383","display_name":"Journal of Simulation","issn_l":"1747-7778","issn":["1747-7778","1747-7786","1774-7786"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Simulation","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tjsmxx:v:18:y:2024:i:5:p:813-834","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/17477778.2024.2376711","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:null:publica/475547","is_oa":true,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/475547","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1080/17477778.2024.2376711","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1080/17477778.2024.2376711","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17477778.2024.2376711?needAccess=true","source":{"id":"https://openalex.org/S207180383","display_name":"Journal of Simulation","issn_l":"1747-7778","issn":["1747-7778","1747-7786","1774-7786"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Simulation","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400583487.pdf"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W112859996","https://openalex.org/W205821247","https://openalex.org/W1537114823","https://openalex.org/W1614971102","https://openalex.org/W1686266550","https://openalex.org/W1955318000","https://openalex.org/W1980715994","https://openalex.org/W1982366717","https://openalex.org/W1988634397","https://openalex.org/W1991194394","https://openalex.org/W1996527419","https://openalex.org/W2022369810","https://openalex.org/W2037353050","https://openalex.org/W2046689939","https://openalex.org/W2048430744","https://openalex.org/W2049633694","https://openalex.org/W2058744048","https://openalex.org/W2062506051","https://openalex.org/W2074380750","https://openalex.org/W2074871661","https://openalex.org/W2091937574","https://openalex.org/W2101234009","https://openalex.org/W2112062955","https://openalex.org/W2113223906","https://openalex.org/W2122646361","https://openalex.org/W2138913627","https://openalex.org/W2150967358","https://openalex.org/W2156391157","https://openalex.org/W2158197021","https://openalex.org/W2242464395","https://openalex.org/W2401327907","https://openalex.org/W2462800345","https://openalex.org/W2505553280","https://openalex.org/W2515822248","https://openalex.org/W2557449628","https://openalex.org/W2564704787","https://openalex.org/W2766106045","https://openalex.org/W2783436543","https://openalex.org/W2807934311","https://openalex.org/W2898687723","https://openalex.org/W2901278912","https://openalex.org/W2952558372","https://openalex.org/W2969340722","https://openalex.org/W3003257820","https://openalex.org/W3011228406","https://openalex.org/W3023010161","https://openalex.org/W3096830763","https://openalex.org/W3139733814","https://openalex.org/W3213608537","https://openalex.org/W4205580334","https://openalex.org/W4210258062","https://openalex.org/W4210492122","https://openalex.org/W4230825784","https://openalex.org/W4233697616","https://openalex.org/W4235098195","https://openalex.org/W4245744969","https://openalex.org/W4246618919","https://openalex.org/W4254902089","https://openalex.org/W4255730472","https://openalex.org/W4294495783","https://openalex.org/W4377104366","https://openalex.org/W4379164615","https://openalex.org/W6676932973","https://openalex.org/W7033787814"],"related_works":["https://openalex.org/W2520165268","https://openalex.org/W2370781105","https://openalex.org/W2162526451","https://openalex.org/W2512008118","https://openalex.org/W3022945664","https://openalex.org/W4386435900","https://openalex.org/W2357572353","https://openalex.org/W4240135517","https://openalex.org/W2377250750","https://openalex.org/W57577281"],"abstract_inverted_index":{"In":[0],"production":[1,5,73,135],"scenarios,":[2],"uncertainty":[3],"in":[4,53,94,123],"times,":[6],"and":[7,32,42,62,84,99,104,109,144],"scrap":[8,43],"rates":[9],"is":[10,112,126],"common.":[11],"Uncertainty":[12],"can":[13],"be":[14],"described":[15],"by":[16],"stochastic":[17],"models":[18,29,111],"that":[19,130],"need":[20],"continuous":[21],"updates":[22],"due":[23],"to":[24,49,68,75,85,92,114],"changing":[25],"conditions.":[26],"This":[27],"paper":[28,125],"probability":[30,100],"distributions":[31,83],"estimates":[33],"their":[34],"parameters":[35],"from":[36,70,141],"real-world":[37],"data":[38,55,69,140],"on":[39,138],"processing":[40],"times":[41],"rates.":[44],"It":[45],"uses":[46],"live":[47,63],"fitting":[48,61,64],"identify":[50],"timely":[51],"changes":[52,93],"the":[54,77,87,90,95,120,142],"sets,":[56],"comparing":[57],"different":[58,82],"distributions.":[59],"The":[60,117],"approaches":[65],"are":[66,102],"applied":[67],"a":[71,105],"real":[72],"system":[74,143],"compare":[76],"goodness":[78],"of":[79,89,119],"fit":[80],"for":[81,134],"demonstrate":[86],"reliability":[88],"reaction":[91],"input":[96],"data.":[97],"Data":[98],"estimations":[101],"categorised,":[103],"concept":[106],"combining":[107],"simulation":[108],"optimisation":[110],"developed":[113],"optimise":[115],"scheduling.":[116],"vision":[118],"research":[121],"presented":[122],"this":[124],"an":[127],"online":[128],"approach":[129],"determines":[131],"quasi-optimal":[132],"schedules":[133],"systems":[136],"based":[137],"current":[139],"its":[145],"environment.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}