{"id":"https://openalex.org/W3158834244","doi":"https://doi.org/10.7148/2021-0010","title":"Designing And Optimizing Production In A High Variety / Low Volume Environment Through Data-Driven Simulation","display_name":"Designing And Optimizing Production In A High Variety / Low Volume Environment Through Data-Driven Simulation","publication_year":2021,"publication_date":"2021-04-29","ids":{"openalex":"https://openalex.org/W3158834244","doi":"https://doi.org/10.7148/2021-0010","mag":"3158834244"},"language":"en","primary_location":{"id":"doi:10.7148/2021-0010","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2021-0010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2021 Proceedings edited by Khalid Al-Begain, Mauro Iacono, Lelio Campanile, Andrzej Bargiela","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2158/1244414","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084924575","display_name":"Virginia Fani","orcid":"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":true,"raw_author_name":"Virginia Fani","raw_affiliation_strings":["Department of Industrial Engineering University of Florence Florence, Viale Morgagni 40/44, 50134, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering University of Florence Florence, Viale Morgagni 40/44, 50134, ITALY","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014546337","display_name":"Bianca Bindi","orcid":"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 Florence, Viale Morgagni 40/44, 50134, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering University of Florence Florence, Viale Morgagni 40/44, 50134, ITALY","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047834203","display_name":"Romeo Bandinelli","orcid":"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":false,"raw_author_name":"Romeo Bandinelli","raw_affiliation_strings":["Department of Industrial Engineering University of Florence Florence, Viale Morgagni 40/44, 50134, ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering University of Florence Florence, Viale Morgagni 40/44, 50134, ITALY","institution_ids":["https://openalex.org/I45084792"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084924575"],"corresponding_institution_ids":["https://openalex.org/I45084792"],"apc_list":null,"apc_paid":null,"fwci":0.6044,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73163898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9966999888420105,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9966999888420105,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9957000017166138,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9873999953269958,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7367980480194092},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.7260310053825378},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7130762338638306},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.6808873414993286},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.5846996307373047},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.5445691347122192},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5101287961006165},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4998795986175537},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4740956723690033},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4351264238357544},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.4281140863895416},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4198583960533142},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4134376049041748},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.41118013858795166},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.2279750108718872},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.166429340839386},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.1607091724872589},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16022059321403503},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11316543817520142}],"concepts":[{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7367980480194092},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.7260310053825378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7130762338638306},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.6808873414993286},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.5846996307373047},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.5445691347122192},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5101287961006165},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4998795986175537},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4740956723690033},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4351264238357544},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.4281140863895416},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4198583960533142},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4134376049041748},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.41118013858795166},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2279750108718872},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.166429340839386},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.1607091724872589},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16022059321403503},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11316543817520142},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.7148/2021-0010","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2021-0010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2021 Proceedings edited by Khalid Al-Begain, Mauro Iacono, Lelio Campanile, Andrzej Bargiela","raw_type":"proceedings-article"},{"id":"pmh:oai:flore.unifi.it:2158/1244414","is_oa":true,"landing_page_url":"http://hdl.handle.net/2158/1244414","pdf_url":null,"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,"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:2158/1244414","is_oa":true,"landing_page_url":"http://hdl.handle.net/2158/1244414","pdf_url":null,"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,"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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1544785930","https://openalex.org/W1576653509","https://openalex.org/W2037353050","https://openalex.org/W2053192454","https://openalex.org/W2075651089","https://openalex.org/W2086798227","https://openalex.org/W2100585123","https://openalex.org/W2162758325","https://openalex.org/W2164633167","https://openalex.org/W2435787340","https://openalex.org/W2612446955","https://openalex.org/W2783159904","https://openalex.org/W2786993163","https://openalex.org/W2901278912","https://openalex.org/W2951966259","https://openalex.org/W2971659974","https://openalex.org/W3083599123","https://openalex.org/W4234954669","https://openalex.org/W4236159397"],"related_works":["https://openalex.org/W2298051107","https://openalex.org/W1878444009","https://openalex.org/W1989055648","https://openalex.org/W2351951995","https://openalex.org/W2372740275","https://openalex.org/W2371501489","https://openalex.org/W3196850433","https://openalex.org/W2571957983","https://openalex.org/W2084050055","https://openalex.org/W1589153503"],"abstract_inverted_index":{"HVLV":[0],"environments":[1],"are":[2],"characterized":[3],"by":[4,181],"high":[5],"product":[6],"variety":[7],"and":[8,17,56,112,194],"small":[9],"lot":[10],"production,":[11],"pushing":[12],"companies":[13,35,141,182],"to":[14,27,37,50,73,82,89,94,97,108,139,149,183],"recursively":[15],"design":[16],"optimize":[18],"their":[19,33,60,185],"production":[20,61,158],"systems":[21],"in":[22,53,70,85,121,142,170,192],"a":[23,54,135,167,189],"very":[24],"short":[25],"time":[26],"reach":[28],"high-level":[29],"performance.":[30],"To":[31],"increase":[32,184],"competitiveness,":[34],"belonging":[36],"these":[38,103],"industries,":[39],"often":[40],"SMEs":[41],"working":[42],"as":[43],"third":[44],"parties,":[45],"ask":[46],"for":[47,155],"decision-making":[48],"tools":[49],"support":[51,81,140],"them":[52],"quick":[55],"reactive":[57],"reconfiguration":[58],"of":[59,146],"lines.":[62],"Traditional":[63],"discrete":[64],"event":[65],"simulation":[66,128,161,196],"models,":[67],"widely":[68],"studied":[69],"the":[71,90,106,115,122,143,151,156,171],"literature":[72],"solve":[74],"production-related":[75],"issues,":[76],"do":[77],"not":[78],"allow":[79],"real-time":[80],"business":[83],"decisions":[84],"dynamic":[86],"contexts,":[87],"due":[88],"time-consuming":[91],"activities":[92],"needed":[93],"re-align":[95],"parameters":[96],"changing":[98],"environments.":[99],"Data-driven":[100],"approach":[101,177],"overcomes":[102],"limitations,":[104],"giving":[105],"possibility":[107],"easily":[109],"update":[110],"input":[111],"quickly":[113],"rebuild":[114],"model":[116,129,162],"itself":[117],"without":[118,188],"any":[119],"changes":[120],"modeling":[123],"code.":[124],"The":[125,160],"proposed":[126],"data-driven":[127],"has":[130,163],"also":[131],"been":[132,164],"interfaced":[133],"with":[134],"commonly-used":[136],"BI":[137],"tool":[138],"iterative":[144],"comparison":[145],"different":[147],"scenarios":[148],"define":[150],"optimal":[152],"resource":[153],"allocation":[154],"requested":[157],"plan.":[159],"implemented":[165],"into":[166],"SME":[168],"operating":[169],"footwear":[172],"industry,":[173],"showing":[174],"how":[175],"this":[176],"can":[178],"be":[179],"used":[180],"performance":[186],"even":[187],"specific":[190],"knowledge":[191],"building":[193],"validating":[195],"models.":[197]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}