{"id":"https://openalex.org/W4385834449","doi":"https://doi.org/10.1109/tsmc.2023.3298927","title":"Real-Time Data-Driven Out-of-Order Synchronization for Production and Intralogistics in Multiresource-Constrained Assembly Systems","display_name":"Real-Time Data-Driven Out-of-Order Synchronization for Production and Intralogistics in Multiresource-Constrained Assembly Systems","publication_year":2023,"publication_date":"2023-08-15","ids":{"openalex":"https://openalex.org/W4385834449","doi":"https://doi.org/10.1109/tsmc.2023.3298927"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2023.3298927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3298927","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","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/A5100732083","display_name":"Mingxing Li","orcid":"https://orcid.org/0000-0003-3202-0877"},"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"]},{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN","HK"],"is_corresponding":true,"raw_author_name":"Mingxing Li","raw_affiliation_strings":["Department of Industrial and Systems Engineering, Research Institute for Advanced Manufacturing, The Hong Kong Polytechnic University, Hong Kong, China","School of Intelligent Systems Science and Engineering, Institute of Physical Internet, and the Guangdong International Cooperation Base of Science and Technology for GBA Smart Logistics, Jinan University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0003-3202-0877","affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Research Institute for Advanced Manufacturing, The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"School of Intelligent Systems Science and Engineering, Institute of Physical Internet, and the Guangdong International Cooperation Base of Science and Technology for GBA Smart Logistics, Jinan University, Zhuhai, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068624653","display_name":"Ming Li","orcid":"https://orcid.org/0000-0003-4119-7340"},"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"]},{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Ming Li","raw_affiliation_strings":["Department of Industrial and Systems Engineering, Research Institute for Advanced Manufacturing, The Hong Kong Polytechnic University, Hong Kong, China","School of Intelligent Systems Science and Engineering, Institute of Physical Internet, and the Guangdong International Cooperation Base of Science and Technology for GBA Smart Logistics, Jinan University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0003-4119-7340","affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Research Institute for Advanced Manufacturing, The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"School of Intelligent Systems Science and Engineering, Institute of Physical Internet, and the Guangdong International Cooperation Base of Science and Technology for GBA Smart Logistics, Jinan University, Zhuhai, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112872865","display_name":"Daqiang Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daqiang Guo","raw_affiliation_strings":["Department of Engineering, Centre for International Manufacturing, Institute for Manufacturing, University of Cambridge, Cambridge, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Centre for International Manufacturing, Institute for Manufacturing, University of Cambridge, Cambridge, U.K","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021504878","display_name":"Ting Qu","orcid":"https://orcid.org/0000-0003-1012-2856"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Qu","raw_affiliation_strings":["School of Intelligent Systems Science and Engineering, Institute of Physical Internet, and the Guangdong International Cooperation Base of Science and Technology for GBA Smart Logistics, Jinan University, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0003-1012-2856","affiliations":[{"raw_affiliation_string":"School of Intelligent Systems Science and Engineering, Institute of Physical Internet, and the Guangdong International Cooperation Base of Science and Technology for GBA Smart Logistics, Jinan University, Zhuhai, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101758679","display_name":"George Q. Huang","orcid":"https://orcid.org/0000-0003-3592-7917"},"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":"George Q. Huang","raw_affiliation_strings":["Department of Industrial and Systems Engineering, Research Institute for Advanced Manufacturing, The Hong Kong Polytechnic University, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-3592-7917","affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Research Institute for Advanced Manufacturing, The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100732083"],"corresponding_institution_ids":["https://openalex.org/I14243506","https://openalex.org/I159948400"],"apc_list":null,"apc_paid":null,"fwci":4.1482,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.94052595,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"53","issue":"12","first_page":"7513","last_page":"7525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9987999796867371,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9987999796867371,"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":0.9986000061035156,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9979000091552734,"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/computer-science","display_name":"Computer science","score":0.7340307235717773},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.682858407497406},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6107888221740723},{"id":"https://openalex.org/keywords/workstation","display_name":"Workstation","score":0.542356550693512},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5061141848564148},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.49806880950927734},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.47320860624313354},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4724101424217224},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4639631509780884},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.45577454566955566},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42832493782043457},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3912428617477417},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12607106566429138},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11926627159118652}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7340307235717773},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.682858407497406},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6107888221740723},{"id":"https://openalex.org/C67953723","wikidata":"https://www.wikidata.org/wiki/Q192525","display_name":"Workstation","level":2,"score":0.542356550693512},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5061141848564148},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.49806880950927734},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.47320860624313354},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4724101424217224},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4639631509780884},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.45577454566955566},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42832493782043457},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3912428617477417},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12607106566429138},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11926627159118652},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2023.3298927","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3298927","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3528165041","display_name":null,"funder_award_id":"2021YFB3301701","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7758162276","display_name":null,"funder_award_id":"72231005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1555915743","https://openalex.org/W2007240797","https://openalex.org/W2019322563","https://openalex.org/W2065841986","https://openalex.org/W2081827952","https://openalex.org/W2132914434","https://openalex.org/W2272918802","https://openalex.org/W2526296936","https://openalex.org/W2618749399","https://openalex.org/W2685121201","https://openalex.org/W2736552576","https://openalex.org/W2747193539","https://openalex.org/W2767280824","https://openalex.org/W2768048291","https://openalex.org/W2788276261","https://openalex.org/W2806682373","https://openalex.org/W2810729466","https://openalex.org/W2905063596","https://openalex.org/W2917845375","https://openalex.org/W2981155939","https://openalex.org/W2991471391","https://openalex.org/W2995759464","https://openalex.org/W3017507032","https://openalex.org/W3025899234","https://openalex.org/W3092576499","https://openalex.org/W3093190782","https://openalex.org/W3093230793","https://openalex.org/W3105673631","https://openalex.org/W3111165342","https://openalex.org/W3119128294","https://openalex.org/W3165847268","https://openalex.org/W3195796736","https://openalex.org/W3199704874","https://openalex.org/W3209314316","https://openalex.org/W3210307618","https://openalex.org/W4200461109","https://openalex.org/W4205569242","https://openalex.org/W4240462889","https://openalex.org/W4281726290","https://openalex.org/W4285730715"],"related_works":["https://openalex.org/W2125564439","https://openalex.org/W2045348955","https://openalex.org/W2352028719","https://openalex.org/W2584886384","https://openalex.org/W1990245398","https://openalex.org/W2378667902","https://openalex.org/W2052769075","https://openalex.org/W2791088446","https://openalex.org/W4206808270","https://openalex.org/W2065786850"],"abstract_inverted_index":{"This":[0,180],"study":[1,185],"aims":[2],"to":[3,23,80,91,99,122,143,208],"address":[4],"a":[5,100,183,196],"novel":[6],"production":[7,103],"and":[8,31,33,40,55,68,104,108,126,147,157,205],"intralogistics":[9],"synchronization":[10,118,134,164],"(PiLSync)":[11],"problem":[12],"in":[13,130,177],"multiresource-constrained":[14,187],"assembly":[15],"systems":[16],"(MRCASs).":[17],"PiLSync":[18],"is":[19,89,120,136,175,182],"highly":[20],"complex":[21],"due":[22],"the":[24,34,38,70,209],"presence":[25],"of":[26,173,212],"multiple":[27],"resources":[28,39,156],"(operators,":[29],"workstations,":[30],"materials)":[32],"dynamic":[35,210],"interactions":[36,154,211],"between":[37,102,155],"decisions.":[41],"Moreover,":[42],"various":[43,112],"uncertainties,":[44],"such":[45],"as":[46,138],"new/urgent":[47],"job":[48],"arrivals,":[49],"uncertain":[50],"operating":[51],"times,":[52],"equipment":[53],"failures,":[54],"operator":[56],"absences,":[57],"further":[58],"complicate":[59],"this":[60,115,193],"problem.":[61],"Emerging":[62],"Industry":[63],"4.0":[64],"technologies":[65],"help":[66],"capture":[67],"monitor":[69],"real-time":[71,94,162,201],"PiL":[72,128,169,188],"workflow,":[73],"while":[74],"existing":[75],"methods":[76],"are":[77,166],"typically":[78],"formulated":[79],"handle":[81],"static":[82],"or":[83],"periodically":[84],"updated":[85],"inputs.":[86],"Thus,":[87],"it":[88],"difficult":[90],"explicitly":[92],"incorporate":[93],"data":[95,202],"into":[96],"models,":[97],"leading":[98],"gap":[101],"intralogistic":[105],"(PiL)":[106],"decisions":[107,204],"actual":[109],"executions":[110],"under":[111,159,190],"uncertainties.":[113],"In":[114],"article,":[116],"out-of-order":[117],"(OoOSync)":[119],"developed":[121,167],"facilitate":[123],"flexible,":[124],"resilient,":[125],"coordinated":[127],"operations":[129,189,206],"MRCASs.":[131],"A":[132],"sliding":[133],"window":[135],"proposed":[137],"an":[139],"effective":[140],"decomposition":[141],"tool":[142],"limit":[144],"system":[145],"complexity":[146],"localize":[148],"demand":[149],"uncertainty.":[150,160,191],"Ticket":[151],"validation":[152],"governs":[153],"constraints":[158],"Finally,":[161],"data-driven":[163],"mechanisms":[165],"for":[168,203],"decision/adjustment.":[170],"The":[171],"superiority":[172],"OoOSync":[174],"confirmed":[176],"computational":[178],"experiments.":[179],"article":[181,194],"pioneering":[184],"considering":[186],"Additionally,":[192],"offers":[195],"new":[197],"perspective":[198],"on":[199],"using":[200],"subject":[207],"resources.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}