{"id":"https://openalex.org/W3007795728","doi":"https://doi.org/10.1109/wsc40007.2019.9004702","title":"Automated Model Development and Parametrization of Material Flow Simulations","display_name":"Automated Model Development and Parametrization of Material Flow Simulations","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3007795728","doi":"https://doi.org/10.1109/wsc40007.2019.9004702","mag":"3007795728"},"language":"en","primary_location":{"id":"doi:10.1109/wsc40007.2019.9004702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc40007.2019.9004702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Winter Simulation Conference (WSC)","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/A5022670181","display_name":"Michael Milde","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michael Milde","raw_affiliation_strings":["Institute for Machine Tools and Industrial Management, Technical University of Munich, M\u00fcnchen, GERMANY"],"affiliations":[{"raw_affiliation_string":"Institute for Machine Tools and Industrial Management, Technical University of Munich, M\u00fcnchen, GERMANY","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101004238","display_name":"Gunther Reinhart","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gunther Reinhart","raw_affiliation_strings":["Institute for Machine Tools and Industrial Management, Technical University of Munich, M\u00fcnchen, GERMANY"],"affiliations":[{"raw_affiliation_string":"Institute for Machine Tools and Industrial Management, Technical University of Munich, M\u00fcnchen, GERMANY","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022670181"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":2.0619,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.88086885,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"2019","issue":null,"first_page":"2166","last_page":"2177"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9889000058174133,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9783999919891357,"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":0.7473005652427673},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.7121695876121521},{"id":"https://openalex.org/keywords/parametrization","display_name":"Parametrization (atmospheric modeling)","score":0.650571346282959},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.616657018661499},{"id":"https://openalex.org/keywords/development","display_name":"Development (topology)","score":0.6064049005508423},{"id":"https://openalex.org/keywords/material-flow","display_name":"Material flow","score":0.43726491928100586},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.43350833654403687},{"id":"https://openalex.org/keywords/model-based-design","display_name":"Model-based design","score":0.41849613189697266},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3678533434867859},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.36735451221466064},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3466259837150574},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.32620352506637573},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.17885765433311462},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1350204050540924}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7473005652427673},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.7121695876121521},{"id":"https://openalex.org/C202887219","wikidata":"https://www.wikidata.org/wiki/Q3895221","display_name":"Parametrization (atmospheric modeling)","level":3,"score":0.650571346282959},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.616657018661499},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.6064049005508423},{"id":"https://openalex.org/C183906286","wikidata":"https://www.wikidata.org/wiki/Q4284762","display_name":"Material flow","level":2,"score":0.43726491928100586},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.43350833654403687},{"id":"https://openalex.org/C195672273","wikidata":"https://www.wikidata.org/wiki/Q6888132","display_name":"Model-based design","level":2,"score":0.41849613189697266},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3678533434867859},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.36735451221466064},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3466259837150574},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32620352506637573},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17885765433311462},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1350204050540924},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc40007.2019.9004702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc40007.2019.9004702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"mag:3092098110","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002244943871481","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W136005176","https://openalex.org/W207182081","https://openalex.org/W599776289","https://openalex.org/W1579568887","https://openalex.org/W1916768614","https://openalex.org/W2004355741","https://openalex.org/W2010750675","https://openalex.org/W2033595965","https://openalex.org/W2055995350","https://openalex.org/W2108072252","https://openalex.org/W2174390273","https://openalex.org/W2524305637","https://openalex.org/W2560321311","https://openalex.org/W2895120409","https://openalex.org/W4206728418","https://openalex.org/W4232116214","https://openalex.org/W4242253777","https://openalex.org/W6640038244","https://openalex.org/W6727888963","https://openalex.org/W7028085294"],"related_works":["https://openalex.org/W2153421756","https://openalex.org/W4239315977","https://openalex.org/W2077818434","https://openalex.org/W2054489697","https://openalex.org/W2361081803","https://openalex.org/W2614210101","https://openalex.org/W2036241269","https://openalex.org/W2544628193","https://openalex.org/W2810874049","https://openalex.org/W2146439886"],"abstract_inverted_index":{"Material":[0],"flow":[1,88,96],"simulations":[2,20],"are":[3],"a":[4,31,42,86],"powerful":[5],"tool":[6],"for":[7],"planning":[8],"and":[9,27,56,70,79,91,98],"improving":[10],"complex":[11],"production":[12],"systems.":[13],"In":[14,37],"practice,":[15],"however,":[16],"the":[17,62,65,72,93,108,111,117],"potential":[18],"of":[19,34,67,74,110],"cannot":[21],"be":[22,121],"exploited.":[23],"Long":[24],"development":[25],"times":[26],"high":[28],"efforts":[29,63],"complicate":[30],"successful":[32],"realization":[33],"simulation":[35,50,118],"projects.":[36,51],"this":[38],"paper":[39],"we":[40],"present":[41],"new":[43],"approach":[44,60,83],"to":[45],"automate":[46],"time-consuming":[47],"steps":[48,73],"in":[49,64],"Based":[52],"on":[53],"general":[54],"tracking":[55],"tracing":[57],"data,":[58],"our":[59],"reduces":[61],"area":[66],"data":[68],"acquisition":[69],"automates":[71],"model":[75,77,80],"development,":[76],"parameterization":[78],"implementation.":[81],"The":[82,113],"automatically":[84,124],"identifies":[85],"material":[87,95],"model,":[89],"classifies":[90],"parametrizes":[92],"identified":[94],"elements":[97],"extracts":[99],"basic":[100],"control":[101],"policies.":[102],"A":[103],"first":[104],"prototypical":[105],"implementation":[106],"confirms":[107],"validity":[109],"approach.":[112],"results":[114],"show":[115],"that":[116],"models":[119],"can":[120],"successfully":[122],"created":[123],"with":[125],"low":[126],"manual":[127],"effort.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}