{"id":"https://openalex.org/W2941765731","doi":"https://doi.org/10.1080/00207543.2019.1607978","title":"Knowledge-driven digital twin manufacturing cell towards intelligent manufacturing","display_name":"Knowledge-driven digital twin manufacturing cell towards intelligent manufacturing","publication_year":2019,"publication_date":"2019-04-25","ids":{"openalex":"https://openalex.org/W2941765731","doi":"https://doi.org/10.1080/00207543.2019.1607978","mag":"2941765731"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2019.1607978","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2019.1607978","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024783234","display_name":"Guanghui Zhou","orcid":"https://orcid.org/0000-0002-4913-6967"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guanghui Zhou","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, People\u2019s Republic of China","State Key Laboratory for Manufacturing Systems Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, People\u2019s Republic of China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, People's Republic of China","State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, People\u2019s Republic of China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, People\u2019s Republic of China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, People's Republic of China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an, People's Republic of China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739850","display_name":"Chao Zhang","orcid":"https://orcid.org/0000-0001-8260-1210"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, People\u2019s Republic of China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, People\u2019s Republic of China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, People's Republic of China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100715587","display_name":"Zhi Li","orcid":"https://orcid.org/0000-0002-6722-1639"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Li","raw_affiliation_strings":["School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, People\u2019s Republic of China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an 710049, People\u2019s Republic of China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, People's Republic of China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028745512","display_name":"Kai Ding","orcid":"https://orcid.org/0000-0002-8121-0258"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kai Ding","raw_affiliation_strings":["Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-8121-0258","affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100434689","display_name":"Chuang Wang","orcid":"https://orcid.org/0000-0002-3081-9776"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuang Wang","raw_affiliation_strings":["Institute of Internet of Things and IT-based Industrialization, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, People\u2019s Republic of China","Institute of Internet of Things and IT-based Industrialization, Xi'an University of Posts and Telecommunications, Xi'an, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Internet of Things and IT-based Industrialization, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"Institute of Internet of Things and IT-based Industrialization, Xi'an University of Posts and Telecommunications, Xi'an, People's Republic of China","institution_ids":["https://openalex.org/I4210136859"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024783234"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":29.2513,"has_fulltext":false,"cited_by_count":407,"citation_normalized_percentile":{"value":0.99691278,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"58","issue":"4","first_page":"1034","last_page":"1051"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9908000230789185,"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/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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-integrated-manufacturing","display_name":"Computer-integrated manufacturing","score":0.5416004061698914},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.5130475759506226},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5092817544937134},{"id":"https://openalex.org/keywords/process-development-execution-system","display_name":"Process development execution system","score":0.4898318946361542},{"id":"https://openalex.org/keywords/digital-manufacturing","display_name":"Digital manufacturing","score":0.4762580394744873},{"id":"https://openalex.org/keywords/manufacturing-execution-system","display_name":"Manufacturing execution system","score":0.4498533010482788},{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"Intelligent decision support system","score":0.43543797731399536},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43264126777648926},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.43257245421409607},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4317128658294678},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4227631688117981},{"id":"https://openalex.org/keywords/intelligent-agent","display_name":"Intelligent agent","score":0.4162524342536926},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3760118782520294},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2945442199707031},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.19766771793365479},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.09998556971549988},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09833288192749023}],"concepts":[{"id":"https://openalex.org/C53688548","wikidata":"https://www.wikidata.org/wiki/Q1122190","display_name":"Computer-integrated manufacturing","level":2,"score":0.5416004061698914},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.5130475759506226},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5092817544937134},{"id":"https://openalex.org/C201547687","wikidata":"https://www.wikidata.org/wiki/Q7247240","display_name":"Process development execution system","level":3,"score":0.4898318946361542},{"id":"https://openalex.org/C2780841897","wikidata":"https://www.wikidata.org/wiki/Q25349015","display_name":"Digital manufacturing","level":2,"score":0.4762580394744873},{"id":"https://openalex.org/C7923174","wikidata":"https://www.wikidata.org/wiki/Q1404943","display_name":"Manufacturing execution system","level":3,"score":0.4498533010482788},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.43543797731399536},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43264126777648926},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.43257245421409607},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4317128658294678},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4227631688117981},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.4162524342536926},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3760118782520294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2945442199707031},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.19766771793365479},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09998556971549988},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09833288192749023},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2019.1607978","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2019.1607978","pdf_url":null,"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:4:p:1034-1051","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2019.1607978","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G1105144131","display_name":null,"funder_award_id":"51705030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2077106318","display_name":null,"funder_award_id":"xzy022019066","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2008701986","https://openalex.org/W2046074714","https://openalex.org/W2057242481","https://openalex.org/W2073228532","https://openalex.org/W2087555027","https://openalex.org/W2194775991","https://openalex.org/W2461387091","https://openalex.org/W2518003110","https://openalex.org/W2565535100","https://openalex.org/W2580361550","https://openalex.org/W2597150627","https://openalex.org/W2605428484","https://openalex.org/W2688991736","https://openalex.org/W2730139424","https://openalex.org/W2730961798","https://openalex.org/W2735255127","https://openalex.org/W2757110387","https://openalex.org/W2759111342","https://openalex.org/W2767130421","https://openalex.org/W2767346351","https://openalex.org/W2767665720","https://openalex.org/W2769607176","https://openalex.org/W2782842230","https://openalex.org/W2783918566","https://openalex.org/W2785435155","https://openalex.org/W2788276261","https://openalex.org/W2789766078","https://openalex.org/W2790750381","https://openalex.org/W2791398783","https://openalex.org/W2794202219","https://openalex.org/W2799347500","https://openalex.org/W2801845297","https://openalex.org/W2804780212","https://openalex.org/W2806878106","https://openalex.org/W2808680543","https://openalex.org/W2889923782","https://openalex.org/W2892987124","https://openalex.org/W2898298773","https://openalex.org/W2898871729","https://openalex.org/W2901404405","https://openalex.org/W2901425086","https://openalex.org/W2910258701","https://openalex.org/W2964121744","https://openalex.org/W4242735564","https://openalex.org/W4247245376","https://openalex.org/W4254260317","https://openalex.org/W4256613398","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W2154320603","https://openalex.org/W2152072926","https://openalex.org/W1977090892","https://openalex.org/W2751191522","https://openalex.org/W2909740893","https://openalex.org/W2087337724","https://openalex.org/W2058171005","https://openalex.org/W4382361090","https://openalex.org/W3193327800","https://openalex.org/W1496120956"],"abstract_inverted_index":{"Rapid":[0],"advances":[1],"in":[2],"new":[3,42],"generation":[4],"information":[5],"technologies,":[6],"such":[7,44],"as":[8,45,54],"big":[9],"data":[10],"analytics,":[11],"internet":[12],"of":[13,123,132,163],"things":[14],"(IoT),":[15],"edge":[16],"computing":[17],"and":[18,38,47,92,106,127,153,157],"artificial":[19],"intelligence,":[20],"have":[21],"nowadays":[22],"driven":[23],"traditional":[24],"manufacturing":[25,33,51,73,83,173],"all":[26],"the":[27,55,112,121,161,171],"way":[28],"to":[29],"intelligent":[30,60,77,86,108,147,150,172],"manufacturing.":[31,61],"Intelligent":[32],"is":[34],"characterised":[35],"by":[36,84,137],"autonomy":[37],"self-optimisation,":[39],"which":[40,79,117,165],"proposes":[41,65],"demands":[43],"learning":[46],"cognitive":[48],"capacities":[49,122],"for":[50,59,69,110],"cell,":[52],"known":[53],"minimum":[56],"implementation":[57],"unit":[58],"Consequently,":[62],"this":[63],"paper":[64],"a":[66,138,167],"general":[67],"framework":[68],"knowledge-driven":[70],"digital":[71,100],"twin":[72,101],"cell":[74],"(KDTMC)":[75],"towards":[76],"manufacturing,":[78],"could":[80],"support":[81],"autonomous":[82],"an":[85],"perceiving,":[87],"simulating,":[88],"understanding,":[89],"predicting,":[90],"optimising":[91],"controlling":[93],"strategy.":[94],"Three":[95,143],"key":[96],"enabling":[97],"technologies":[98],"including":[99],"model,":[102],"dynamic":[103,158],"knowledge":[104],"bases":[105],"knowledge-based":[107],"skills":[109],"supporting":[111],"above":[113],"strategy":[114],"are":[115,134],"analysed,":[116],"equip":[118],"KDTMC":[119,133],"with":[120],"self-thinking,":[124],"self-decision-making,":[125],"self-execution":[126],"self-improving.":[128],"The":[129],"implementing":[130],"methods":[131],"also":[135],"introduced":[136],"thus":[139],"constructed":[140],"test":[141],"bed.":[142],"application":[144],"examples":[145],"about":[146],"process":[148,155],"planning,":[149],"production":[151,154],"scheduling":[152],"analysis":[156],"regulation":[159],"demonstrate":[160],"feasibility":[162],"KDTMC,":[164],"provides":[166],"practical":[168],"insight":[169],"into":[170],"paradigm.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":24},{"year":2025,"cited_by_count":73},{"year":2024,"cited_by_count":76},{"year":2023,"cited_by_count":77},{"year":2022,"cited_by_count":74},{"year":2021,"cited_by_count":49},{"year":2020,"cited_by_count":27},{"year":2019,"cited_by_count":7}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
