{"id":"https://openalex.org/W4383376238","doi":"https://doi.org/10.1080/0951192x.2023.2228270","title":"Review of simulation software for cyber-physical production systems with intelligent distributed production control","display_name":"Review of simulation software for cyber-physical production systems with intelligent distributed production control","publication_year":2023,"publication_date":"2023-07-05","ids":{"openalex":"https://openalex.org/W4383376238","doi":"https://doi.org/10.1080/0951192x.2023.2228270"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2023.2228270","is_oa":true,"landing_page_url":"https://doi.org/10.1080/0951192x.2023.2228270","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/0951192X.2023.2228270?needAccess=true&role=button","source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","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/10.1080/0951192X.2023.2228270?needAccess=true&role=button","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089829140","display_name":"N. Paape","orcid":"https://orcid.org/0000-0001-8835-525X"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"N. Paape","raw_affiliation_strings":["Department of Mechanical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012335873","display_name":"J.A.W.M. van Eekelen","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"J.A.W.M. Van Eekelen","raw_affiliation_strings":["Department of Mechanical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040487816","display_name":"Michel Reniers","orcid":"https://orcid.org/0000-0002-9283-4074"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M.A. Reniers","raw_affiliation_strings":["Department of Mechanical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089829140"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":1.6109,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.85387942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"37","issue":"5","first_page":"589","last_page":"611"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.996399998664856,"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/T10763","display_name":"Digital Transformation in Industry","score":0.996399998664856,"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":0.9959999918937683,"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":0.9923999905586243,"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/discrete-event-simulation","display_name":"Discrete event simulation","score":0.7041463851928711},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.6082487106323242},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5904176235198975},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5513472557067871},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5367101430892944},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5327627062797546},{"id":"https://openalex.org/keywords/simulation-software","display_name":"Simulation software","score":0.5093920826911926},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4797893166542053},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4525458514690399},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.4473591446876526},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.42558473348617554},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3318067789077759},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25924116373062134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1396554410457611}],"concepts":[{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.7041463851928711},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.6082487106323242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5904176235198975},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5513472557067871},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5367101430892944},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5327627062797546},{"id":"https://openalex.org/C91757755","wikidata":"https://www.wikidata.org/wiki/Q11121294","display_name":"Simulation software","level":3,"score":0.5093920826911926},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4797893166542053},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4525458514690399},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4473591446876526},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.42558473348617554},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3318067789077759},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25924116373062134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1396554410457611},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/0951192x.2023.2228270","is_oa":true,"landing_page_url":"https://doi.org/10.1080/0951192x.2023.2228270","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/0951192X.2023.2228270?needAccess=true&role=button","source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:publications/541d536f-e9ac-498c-8d7d-c6e560b615f7","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/541d536f-e9ac-498c-8d7d-c6e560b615f7","pdf_url":"https://pure.tue.nl/ws/files/326510726/Review_of_simulation_software_for_cyber-physical_production_systems_with_intelligent_distributed_production_control.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Paape, N, van Eekelen, J A W M & Reniers, M A 2024, 'Review of simulation software for cyber-physical production systems with intelligent distributed production control', International Journal of Computer Integrated Manufacturing, vol. 37, no. 5, pp. 589-611. https://doi.org/10.1080/0951192X.2023.2228270","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.tue.nl:datasets/4c4677e7-d7d0-45a7-8ca4-e8ed44a5d77e","is_oa":true,"landing_page_url":"https://tandf.figshare.com/articles/dataset/Review_of_simulation_software_for_cyber-physical_production_systems_with_intelligent_distributed_production_control/23633687","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Dataset"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_products/4c4677e7-d7d0-45a7-8ca4-e8ed44a5d77e","is_oa":true,"landing_page_url":"https://research.tue.nl/en/datasets/4c4677e7-d7d0-45a7-8ca4-e8ed44a5d77e","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"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":"Dataset"}],"best_oa_location":{"id":"doi:10.1080/0951192x.2023.2228270","is_oa":true,"landing_page_url":"https://doi.org/10.1080/0951192x.2023.2228270","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/0951192X.2023.2228270?needAccess=true&role=button","source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4383376238.pdf","grobid_xml":"https://content.openalex.org/works/W4383376238.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1522396063","https://openalex.org/W1550311368","https://openalex.org/W2013150564","https://openalex.org/W2047017291","https://openalex.org/W2051448938","https://openalex.org/W2065412905","https://openalex.org/W2068645132","https://openalex.org/W2089864615","https://openalex.org/W2139589146","https://openalex.org/W2145828369","https://openalex.org/W2152915143","https://openalex.org/W2169618379","https://openalex.org/W2214862624","https://openalex.org/W2287823847","https://openalex.org/W2396662468","https://openalex.org/W2503313501","https://openalex.org/W2510767233","https://openalex.org/W2516337994","https://openalex.org/W2602799623","https://openalex.org/W2754261997","https://openalex.org/W2771001709","https://openalex.org/W2778443741","https://openalex.org/W2792083814","https://openalex.org/W2811430753","https://openalex.org/W2887229171","https://openalex.org/W2896339617","https://openalex.org/W2897040440","https://openalex.org/W2909909007","https://openalex.org/W2937817701","https://openalex.org/W2963243831","https://openalex.org/W2965387678","https://openalex.org/W3028799312","https://openalex.org/W3042627930","https://openalex.org/W3045104332","https://openalex.org/W3089161682","https://openalex.org/W3126582233","https://openalex.org/W3129999610","https://openalex.org/W3135288042","https://openalex.org/W3214368670","https://openalex.org/W3214567333","https://openalex.org/W4214710754","https://openalex.org/W4226071186","https://openalex.org/W4237690416","https://openalex.org/W4253439178"],"related_works":["https://openalex.org/W3214930246","https://openalex.org/W3129999610","https://openalex.org/W4320737835","https://openalex.org/W3133881118","https://openalex.org/W2129803428","https://openalex.org/W4229634845","https://openalex.org/W3204456567","https://openalex.org/W4252365482","https://openalex.org/W2081452224","https://openalex.org/W1531500458"],"abstract_inverted_index":{"Many":[0],"intelligent":[1,53],"distributed":[2,54,68],"production":[3,11,55],"control":[4,31,56],"architectures":[5],"have":[6],"been":[7],"developed":[8],"for":[9,27,48,66,86,120],"cyber-physical":[10],"systems":[12,28],"(CPPSs),":[13],"but":[14],"the":[15,50,78,88,124,137,142,166,194],"difficulty":[16],"in":[17,123],"predicting":[18],"performance":[19,121,195],"has":[20],"hindered":[21],"acceptance":[22],"by":[23,35],"industry.":[24],"Performance":[25],"predictions":[26,122],"with":[29],"conventional":[30],"can":[32,189],"be":[33,190],"made":[34],"simulating":[36],"product":[37],"flow":[38],"using":[39,114,136],"discrete-event":[40,72,116],"simulation":[41,60,75,109,119,153,169,188],"(DES)":[42],"software.":[43],"However,":[44],"DES":[45],"is":[46,63,102,133,155,178],"inadequate":[47],"capturing":[49,67,87],"intricacies":[51],"of":[52,80,94,113,128,152,196],"architectures.":[57],"Alternatively,":[58],"agent-based":[59,74,118],"(ABS)":[61],"software":[62],"more":[64],"effective":[65,85],"intelligence.":[69],"A":[70],"hybrid":[71,115,187],"and":[73,91,117,144,163],"tool":[76,170],"combines":[77],"strengths":[79],"both":[81],"approaches,":[82],"making":[83],"it":[84],"intertwined":[89],"physical":[90],"cyber":[92],"layers":[93],"a":[95,100,129,150,181,197],"CPPS.":[96,130,198],"In":[97],"this":[98,173],"paper,":[99],"review":[101,132],"carried":[103,134],"out":[104,135],"to":[105,172,180,184,192],"determine":[106],"which":[107],"off-the-shelf":[108],"tools":[110,154,159],"are":[111,147,160],"capable":[112],"conceptual":[125],"design":[126],"phase":[127],"This":[131],"following":[138],"structured":[139],"steps.":[140],"First,":[141],"scope":[143],"evaluation":[145,174],"criteria":[146],"identified.":[148],"Next,":[149],"selection":[151],"collected.":[156],"The":[157],"selected":[158],"then":[161],"evaluated":[162],"classified.":[164],"Finally,":[165],"most":[167],"promising":[168],"according":[171],"\u2013":[175,177],"Anylogic":[176],"subjected":[179],"case":[182],"study":[183],"assess":[185],"if":[186],"used":[191],"predict":[193]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
