{"id":"https://openalex.org/W4300909587","doi":"https://doi.org/10.7148/2022-0036","title":"A Data-Driven approach for process Simulation Optimization: a case study","display_name":"A Data-Driven approach for process Simulation Optimization: a case study","publication_year":2022,"publication_date":"2022-06-03","ids":{"openalex":"https://openalex.org/W4300909587","doi":"https://doi.org/10.7148/2022-0036"},"language":"en","primary_location":{"id":"doi:10.7148/2022-0036","doi":"https://doi.org/10.7148/2022-0036","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2022-0036","pdf_url":null,"source":{"id":"https://openalex.org/S7407096537","display_name":"European Conference on Modelling and Simulation (ECMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2022 Proceedings edited by Ibrahim A. Hameed, Agus Hasan, Saleh Abdel-Afou Alaliyat","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://flore.unifi.it/bitstream/2158/1271706/1/3.0036_bpmi_ecms2022_0063.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047834203","display_name":"Romeo Bandinelli","orcid":"https://orcid.org/0000-0002-5547-4225","observed_orcids":["https://orcid.org/0000-0002-5547-4225"]},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Romeo Bandinelli","raw_affiliation_strings":["Department of Industrial Engineering University of Florence 50134, Florence, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering University of Florence 50134, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082217334","display_name":"Andrea Nunziatini","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Nunziatini","raw_affiliation_strings":["Department of Industrial Engineering University of Florence 50134, Florence, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering University of Florence 50134, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084924575","display_name":"Virginia Fani","orcid":"https://orcid.org/0000-0003-3668-7011","observed_orcids":["https://orcid.org/0000-0003-3668-7011"]},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Virginia Fani","raw_affiliation_strings":["Department of Industrial Engineering University of Florence 50134, Florence, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering University of Florence 50134, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014546337","display_name":"Bianca Bindi","orcid":"https://orcid.org/0000-0003-0242-3763","observed_orcids":["https://orcid.org/0000-0003-0242-3763"]},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Bianca Bindi","raw_affiliation_strings":["Department of Industrial Engineering University of Florence 50134, Florence, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering University of Florence 50134, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5047834203"],"corresponding_institution_ids":["https://openalex.org/I45084792"],"apc_list":null,"apc_paid":null,"fwci":0.6128,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56415849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"36","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.8393999934196472,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.8393999934196472,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.12710000574588776,"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/T14270","display_name":"Simulation and Modeling Applications","score":0.02370000071823597,"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/data-driven-simulation","display_name":"data-driven simulation","score":0.7620000243186951},{"id":"https://openalex.org/keywords/fashion-industry","display_name":"fashion industry","score":0.8510000109672546},{"id":"https://openalex.org/keywords/production-process-mapping","display_name":"production process mapping","score":0.6970000267028809},{"id":"https://openalex.org/keywords/business-process-model-and-notation","display_name":"BPMN","score":0.9399999976158142},{"id":"https://openalex.org/keywords/object-oriented-simulation-model","display_name":"object-oriented simulation model","score":0.9750000238418579},{"id":"https://openalex.org/keywords/anylogic","display_name":"AnyLogic","score":0.972000002861023},{"id":"https://openalex.org/keywords/simulation-validation","display_name":"simulation validation","score":0.6169999837875366}],"concepts":[{"id":"https://openalex.org/C179299601","wikidata":"https://www.wikidata.org/wiki/Q1017605","display_name":"Business Process Model and Notation","level":5,"score":0.8369643688201904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7326396107673645},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6471725702285767},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.5399702787399292},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.5367361903190613},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.5056142807006836},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.4928727149963379},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4489160180091858},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4388730227947235},{"id":"https://openalex.org/C145644426","wikidata":"https://www.wikidata.org/wiki/Q169411","display_name":"Unified Modeling Language","level":3,"score":0.41688498854637146},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4145016372203827},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.39878273010253906},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.37389546632766724},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.30373039841651917},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18999657034873962},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17993012070655823},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"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:10.7148/2022-0036","doi":"https://doi.org/10.7148/2022-0036","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2022-0036","pdf_url":null,"source":{"id":"https://openalex.org/S7407096537","display_name":"European Conference on Modelling and Simulation (ECMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2022 Proceedings edited by Ibrahim A. Hameed, Agus Hasan, Saleh Abdel-Afou Alaliyat","raw_type":"proceedings-article"},{"id":"pmh:oai:flore.unifi.it:2158/1271706","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2158/1271706","pdf_url":"https://flore.unifi.it/bitstream/2158/1271706/1/3.0036_bpmi_ecms2022_0063.pdf","source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:flore.unifi.it:2158/1271706","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2158/1271706","pdf_url":"https://flore.unifi.it/bitstream/2158/1271706/1/3.0036_bpmi_ecms2022_0063.pdf","source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4300909587.pdf","grobid_xml":"https://content.openalex.org/works/W4300909587.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1977186681","https://openalex.org/W1998248698","https://openalex.org/W2007682139","https://openalex.org/W2018155611","https://openalex.org/W2024983677","https://openalex.org/W2086416480","https://openalex.org/W2090291005","https://openalex.org/W2743678158","https://openalex.org/W2745680543","https://openalex.org/W3154335535"],"related_works":["https://openalex.org/W2902847483","https://openalex.org/W7017399669","https://openalex.org/W2366999136","https://openalex.org/W4385864624","https://openalex.org/W2528045302","https://openalex.org/W7095619834","https://openalex.org/W2023525168","https://openalex.org/W4385881806","https://openalex.org/W7020804408","https://openalex.org/W2965211514"],"abstract_inverted_index":{"The":[0],"paper":[1],"deals":[2],"with":[3],"the":[4,12,21,26,30,34,50,55,61],"development":[5],"of":[6,15,29],"a":[7],"data-driven":[8],"simulation":[9,44],"model":[10,45,56],"for":[11],"process":[13,27,32],"optimization":[14],"an":[16,42],"automatic":[17],"electroplating":[18],"plant":[19,62],"in":[20],"fashion":[22],"industry.":[23],"Starting":[24],"from":[25],"mapping":[28],"production":[31],"using":[33,49],"Business":[35],"Process":[36],"Modelling":[37],"and":[38,60],"Notation":[39],"(BPMN":[40],"standard),":[41],"object-oriented":[43],"has":[46,57,63],"been":[47,58,64],"defined":[48],"commercial":[51],"software":[52],"AnyLogic\u00ae.":[53],"Finally,":[54],"validated":[59],"optimized.":[65]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-10-04T00:00:00"}