{"id":"https://openalex.org/W3010371268","doi":"https://doi.org/10.1080/00207543.2020.1735660","title":"Towards data-driven approaches in manufacturing: an architecture to collect sequences of operations","display_name":"Towards data-driven approaches in manufacturing: an architecture to collect sequences of operations","publication_year":2020,"publication_date":"2020-03-09","ids":{"openalex":"https://openalex.org/W3010371268","doi":"https://doi.org/10.1080/00207543.2020.1735660","mag":"3010371268"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2020.1735660","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1735660","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2020.1735660?needAccess=true","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2020.1735660?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039756083","display_name":"Ashfaq Farooqui","orcid":"https://orcid.org/0000-0002-1559-7896"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Ashfaq Farooqui","raw_affiliation_strings":["Department of Electrical Engineering, Chalmers University of Technology, G\u00f6teborg, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-1559-7896","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Chalmers University of Technology, G\u00f6teborg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047696349","display_name":"Kristofer Bengtsson","orcid":"https://orcid.org/0000-0002-5290-682X"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Kristofer Bengtsson","raw_affiliation_strings":["Department of Electrical Engineering, Chalmers University of Technology, G\u00f6teborg, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-5290-682X","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Chalmers University of Technology, G\u00f6teborg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043635678","display_name":"Petter Falkman","orcid":null},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Petter Falkman","raw_affiliation_strings":["Department of Electrical Engineering, Chalmers University of Technology, G\u00f6teborg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Chalmers University of Technology, G\u00f6teborg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017972835","display_name":"Martin Fabian","orcid":"https://orcid.org/0000-0003-1287-9748"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Martin Fabian","raw_affiliation_strings":["Department of Electrical Engineering, Chalmers University of Technology, G\u00f6teborg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Chalmers University of Technology, G\u00f6teborg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039756083"],"corresponding_institution_ids":["https://openalex.org/I66862912"],"apc_list":null,"apc_paid":null,"fwci":3.9762,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.93974684,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"58","issue":"16","first_page":"4947","last_page":"4963"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9991999864578247,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9991999864578247,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9970999956130981,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.996999979019165,"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/factory","display_name":"Factory (object-oriented programming)","score":0.6221609711647034},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5845866203308105},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5826550126075745},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5707449316978455},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.5431363582611084},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5069680213928223},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4888295531272888},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4809798002243042},{"id":"https://openalex.org/keywords/computer-integrated-manufacturing","display_name":"Computer-integrated manufacturing","score":0.4581244885921478},{"id":"https://openalex.org/keywords/systems-architecture","display_name":"Systems architecture","score":0.45386433601379395},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.444701611995697},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.4223827123641968},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.4198988080024719},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.4189492464065552},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.38893917202949524},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3800489008426666},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12144848704338074}],"concepts":[{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.6221609711647034},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5845866203308105},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5826550126075745},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5707449316978455},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.5431363582611084},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5069680213928223},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4888295531272888},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4809798002243042},{"id":"https://openalex.org/C53688548","wikidata":"https://www.wikidata.org/wiki/Q1122190","display_name":"Computer-integrated manufacturing","level":2,"score":0.4581244885921478},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.45386433601379395},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.444701611995697},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4223827123641968},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.4198988080024719},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4189492464065552},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38893917202949524},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3800489008426666},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12144848704338074},{"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/00207543.2020.1735660","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1735660","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2020.1735660?needAccess=true","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:58:y:2020:i:16:p:4947-4963","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2020.1735660","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:research.chalmers.se:516003","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/516003","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.1080/00207543.2020.1735660","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1735660","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2020.1735660?needAccess=true","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G7995089464","display_name":null,"funder_award_id":"2016-02716","funder_id":"https://openalex.org/F4320321030","funder_display_name":"VINNOVA"}],"funders":[{"id":"https://openalex.org/F4320321030","display_name":"VINNOVA","ror":"https://ror.org/01kd5m353"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3010371268.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W186035943","https://openalex.org/W1490658580","https://openalex.org/W1539570097","https://openalex.org/W1739517139","https://openalex.org/W1974891604","https://openalex.org/W1987213730","https://openalex.org/W1990484865","https://openalex.org/W2032614950","https://openalex.org/W2052379479","https://openalex.org/W2099753123","https://openalex.org/W2127513832","https://openalex.org/W2151164148","https://openalex.org/W2152089137","https://openalex.org/W2167985173","https://openalex.org/W2187877333","https://openalex.org/W2261525379","https://openalex.org/W2264855399","https://openalex.org/W2296086774","https://openalex.org/W2336445786","https://openalex.org/W2343161864","https://openalex.org/W2465639267","https://openalex.org/W2534961985","https://openalex.org/W2597150627","https://openalex.org/W2603008685","https://openalex.org/W2768739795","https://openalex.org/W2769593477","https://openalex.org/W2794230447","https://openalex.org/W2844568069","https://openalex.org/W2890033210","https://openalex.org/W2891887177","https://openalex.org/W2906281935","https://openalex.org/W2940336491","https://openalex.org/W2950775047","https://openalex.org/W2973628046","https://openalex.org/W2974184423","https://openalex.org/W3017312168","https://openalex.org/W3103490967","https://openalex.org/W4230145224","https://openalex.org/W4247245376","https://openalex.org/W4256613398"],"related_works":["https://openalex.org/W2429057255","https://openalex.org/W2187546663","https://openalex.org/W148745890","https://openalex.org/W4389670110","https://openalex.org/W2611942503","https://openalex.org/W2091377775","https://openalex.org/W2335379338","https://openalex.org/W2131346409","https://openalex.org/W4236803427","https://openalex.org/W4365794947"],"abstract_inverted_index":{"Published":[0],"by":[1,97,134,145],"Informa":[2],"UK":[3],"Limited,":[4],"trading":[5],"as":[6,78,80,183],"Taylor":[7],"&":[8],"Francis":[9],"Group.":[10],"The":[11,161],"technological":[12],"advancements":[13],"of":[14,21,127,141],"recent":[15],"years":[16],"have":[17],"increased":[18],"the":[19,25,34,46,52,88,92,98,118,122,131,135,139,142,152],"complexity":[20],"manufacturing":[22,123,153],"systems,":[23,59,83],"and":[24,57,172],"ongoing":[26],"transformation":[27],"to":[28,39,75,84,102,117,149],"Industry":[29],"4.0":[30],"will":[31],"further":[32],"aggravate":[33],"situation.":[35],"This":[36,63],"is":[37,164,176],"leading":[38],"a":[40,184],"point":[41],"where":[42],"existing":[43,55],"systems":[44,77],"on":[45],"factory":[47,89],"floor":[48],"get":[49],"outdated,":[50],"increasing":[51],"gap":[53],"between":[54],"technologies":[56],"state-of-the-art":[58,82],"making":[60],"them":[61],"incompatible.":[62],"paper":[64],"presents":[65],"an":[66,110,180],"event-based":[67],"data":[68,86,144],"pipeline":[69],"architecture,":[70,94],"that":[71],"can":[72],"be":[73],"applied":[74],"legacy":[76],"well":[79],"new":[81],"collect":[85],"from":[87,157],"floor.":[90],"In":[91],"presented":[93],"actions":[95],"executed":[96],"resources":[99],"are":[100,106],"converted":[101],"event":[103],"streams,":[104],"which":[105],"then":[107],"transformed":[108],"into":[109],"abstraction":[111],"called":[112],"operations.":[113],"These":[114],"operations":[115,129],"correspond":[116],"tasks":[119],"performed":[120,133],"in":[121,166],"station.":[124,136],"A":[125],"sequence":[126],"these":[128],"recount":[130],"task":[132],"We":[137],"demonstrate":[138],"usability":[140],"collected":[143],"using":[146],"conformance":[147],"analysis":[148],"detect":[150],"when":[151],"system":[154],"has":[155],"deviated":[156],"its":[158],"defined":[159],"model.":[160],"described":[162],"architecture":[163],"developed":[165],"Sequence":[167],"Planner\u2013a":[168],"tool":[169],"for":[170],"modelling":[171],"analysing":[173],"production":[174],"systems\u2013and":[175],"currently":[177],"implemented":[178],"at":[179],"automotive":[181],"company":[182],"pilot":[185],"project.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-01T08:46:32.239190","created_date":"2025-10-10T00:00:00"}