{"id":"https://openalex.org/W3111223042","doi":"https://doi.org/10.1109/access.2020.3043880","title":"Performance Assessment of Dynamic Flexible Assembly Job Shop Control Methods","display_name":"Performance Assessment of Dynamic Flexible Assembly Job Shop Control Methods","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3111223042","doi":"https://doi.org/10.1109/access.2020.3043880","mag":"3111223042"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3043880","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3043880","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09290137.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09290137.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029921165","display_name":"Hongyang Zhong","orcid":"https://orcid.org/0000-0002-5601-2591"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyang Zhong","raw_affiliation_strings":["Key Laboratory of Computer Integrated Manufacturing System, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5601-2591","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Integrated Manufacturing System, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062489990","display_name":"Jianjun Liu","orcid":"https://orcid.org/0000-0003-4935-219X"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Liu","raw_affiliation_strings":["Key Laboratory of Computer Integrated Manufacturing System, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Integrated Manufacturing System, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080589076","display_name":"Qingxin Chen","orcid":"https://orcid.org/0000-0002-1903-1507"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingxin Chen","raw_affiliation_strings":["Key Laboratory of Computer Integrated Manufacturing System, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Integrated Manufacturing System, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101805644","display_name":"Ning Mao","orcid":"https://orcid.org/0000-0003-1878-7828"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Mao","raw_affiliation_strings":["Key Laboratory of Computer Integrated Manufacturing System, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Integrated Manufacturing System, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022490618","display_name":"Xiaojia Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojia Yang","raw_affiliation_strings":["Jieyang Polytechnic, Jieyang, China","Key Laboratory of Computer Integrated Manufacturing System, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jieyang Polytechnic, Jieyang, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Computer Integrated Manufacturing System, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.904,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80675671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"226042","last_page":"226058"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9983999729156494,"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":0.9983999729156494,"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/job-shop","display_name":"Job shop","score":0.8368463516235352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.650180995464325},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.6459713578224182},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5802716612815857},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5183502435684204},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5102620124816895},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.48099789023399353},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4624723494052887},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.46074405312538147},{"id":"https://openalex.org/keywords/production-control","display_name":"Production control","score":0.41782650351524353},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3797462582588196},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3659752309322357},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.2652430236339569},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.24863731861114502},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18638888001441956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14218711853027344},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11082291603088379}],"concepts":[{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.8368463516235352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.650180995464325},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.6459713578224182},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5802716612815857},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5183502435684204},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5102620124816895},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.48099789023399353},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4624723494052887},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.46074405312538147},{"id":"https://openalex.org/C2780682718","wikidata":"https://www.wikidata.org/wiki/Q16321575","display_name":"Production control","level":3,"score":0.41782650351524353},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3797462582588196},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3659752309322357},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.2652430236339569},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.24863731861114502},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18638888001441956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14218711853027344},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11082291603088379},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3043880","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3043880","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09290137.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:87a8ae7f4dab49069e90199d6433180a","is_oa":true,"landing_page_url":"https://doaj.org/article/87a8ae7f4dab49069e90199d6433180a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 226042-226058 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3043880","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3043880","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09290137.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5199999809265137,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G1319095337","display_name":null,"funder_award_id":"2019A1515012158","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G2889680469","display_name":null,"funder_award_id":"71572049","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3957308405","display_name":null,"funder_award_id":"61973089","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6753603821","display_name":null,"funder_award_id":"51975129","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/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3111223042.pdf","grobid_xml":"https://content.openalex.org/works/W3111223042.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W223898424","https://openalex.org/W641032154","https://openalex.org/W649147750","https://openalex.org/W1653874868","https://openalex.org/W1972328517","https://openalex.org/W1975910448","https://openalex.org/W1979011355","https://openalex.org/W1979173287","https://openalex.org/W1984440225","https://openalex.org/W1991044249","https://openalex.org/W2003746847","https://openalex.org/W2004047385","https://openalex.org/W2022001033","https://openalex.org/W2022091295","https://openalex.org/W2024890643","https://openalex.org/W2031415783","https://openalex.org/W2040789431","https://openalex.org/W2044560388","https://openalex.org/W2048475229","https://openalex.org/W2067939528","https://openalex.org/W2071301299","https://openalex.org/W2073870328","https://openalex.org/W2074650926","https://openalex.org/W2082483298","https://openalex.org/W2089692242","https://openalex.org/W2090403973","https://openalex.org/W2095173020","https://openalex.org/W2095330852","https://openalex.org/W2104908584","https://openalex.org/W2106301487","https://openalex.org/W2110621029","https://openalex.org/W2148665567","https://openalex.org/W2153112288","https://openalex.org/W2157057746","https://openalex.org/W2159569323","https://openalex.org/W2165423769","https://openalex.org/W2247616994","https://openalex.org/W2260286117","https://openalex.org/W2275596639","https://openalex.org/W2550758296","https://openalex.org/W2590959390","https://openalex.org/W2791416164","https://openalex.org/W2802562461","https://openalex.org/W2808956852","https://openalex.org/W2903011525","https://openalex.org/W2946858898","https://openalex.org/W2951966259","https://openalex.org/W2960126727","https://openalex.org/W2967606169","https://openalex.org/W2968953735","https://openalex.org/W2989902167","https://openalex.org/W2996941601","https://openalex.org/W3006392846","https://openalex.org/W3013580935","https://openalex.org/W3015526005","https://openalex.org/W3043659966","https://openalex.org/W3046491496","https://openalex.org/W3133629416","https://openalex.org/W6608893713","https://openalex.org/W6791645023"],"related_works":["https://openalex.org/W1977318399","https://openalex.org/W2024061261","https://openalex.org/W1988868713","https://openalex.org/W2134329449","https://openalex.org/W2039633620","https://openalex.org/W1926053288","https://openalex.org/W98745739","https://openalex.org/W4282571542","https://openalex.org/W2021768401","https://openalex.org/W3143401747"],"abstract_inverted_index":{"Developments":[0],"of":[1,33,49,119,124,139,156],"information":[2],"technology":[3],"provide":[4],"a":[5,26,34],"foundation":[6],"for":[7,94,186],"implementing":[8],"shop":[9,22,44],"floor":[10],"control":[11,37,45,145],"in":[12,82,136,153],"high":[13],"variety":[14],"production":[15,36],"environments.":[16],"A":[17],"dynamic":[18,40],"flexible":[19,41,83,95],"assembly":[20,42,84,96],"job":[21,43,85,97],"is":[23,109,163,184],"abstracted":[24],"from":[25],"mold":[27],"industry,":[28],"we":[29,87,102],"suggest":[30],"the":[31,117],"use":[32],"hierarchical":[35],"framework":[38],"-":[39],"(DFAJSC).":[46],"DFAJSC":[47,120],"consists":[48],"three":[50],"sub-decisions,":[51],"which":[52],"are":[53,63,113,134,149],"release":[54,81,92,128,147,176,180],"decision,":[55,60],"routing":[56,107,131],"decision":[57,108,132,162,172],"and":[58,105,130],"sequencing":[59],"these":[61],"decisions":[62],"made":[64],"dynamically":[65],"to":[66,68,115],"react":[67],"disturbances":[69],"(e.g.":[70],"machine":[71],"breakdown,":[72],"rush":[73],"order).":[74],"As":[75],"no":[76],"study":[77],"has":[78],"applied":[79],"controlled":[80,91,127],"shop,":[86],"would":[88],"improve":[89],"state-of-the-art":[90],"methods":[93,129,148],"shop.":[98],"Building":[99],"on":[100],"this,":[101],"explore":[103],"when":[104],"how":[106],"incorporated.":[110],"Simulation":[111],"experiments":[112],"designed":[114],"examine":[116],"performances":[118],"methods,":[121],"coupling":[122],"effects":[123],"our":[125],"improved":[126],"rules":[133],"evaluated":[135],"different":[137],"levels":[138,155],"disturbances.":[140],"Results":[141],"reveal":[142],"that":[143],"input/output":[144],"(IOC)":[146],"overall":[150],"best":[151],"performed":[152],"all":[154],"disturbances,":[157],"Dynamic":[158],"Process":[159,169],"Planning":[160,170],"(DPP)":[161],"not":[164],"significantly":[165],"advantageous":[166],"over":[167],"Non-Linear":[168],"(NLPP)":[171],"combined":[173],"with":[174,182],"IOC":[175,179],"methods.":[177],"Thereof,":[178],"integrated":[181],"NLPP":[183],"suggested":[185],"practical":[187],"applicability.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
