{"id":"https://openalex.org/W7133127296","doi":"https://doi.org/10.3390/systems14030258","title":"Research on Flexible Job Shop Scheduling with Work-Piece Handling and Machine Prevetive Maintenance","display_name":"Research on Flexible Job Shop Scheduling with Work-Piece Handling and Machine Prevetive Maintenance","publication_year":2026,"publication_date":"2026-02-28","ids":{"openalex":"https://openalex.org/W7133127296","doi":"https://doi.org/10.3390/systems14030258"},"language":"en","primary_location":{"id":"doi:10.3390/systems14030258","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems14030258","pdf_url":"https://www.mdpi.com/2079-8954/14/3/258/pdf?version=1772440560","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/14/3/258/pdf?version=1772440560","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5127775034","display_name":"Shimin Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113795","display_name":"Hubei University of Arts and Science","ror":"https://ror.org/0212jcf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210113795"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shimin Xu","raw_affiliation_strings":["Hubei Longzhong Laboratory, Hubei University of Arts and Science, Xiangyang 441000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Longzhong Laboratory, Hubei University of Arts and Science, Xiangyang 441000, China","institution_ids":["https://openalex.org/I4210113795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087314998","display_name":"Wenxiang Xu","orcid":"https://orcid.org/0000-0001-6476-4710"},"institutions":[{"id":"https://openalex.org/I4210113795","display_name":"Hubei University of Arts and Science","ror":"https://ror.org/0212jcf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210113795"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenxiang Xu","raw_affiliation_strings":["Hubei Longzhong Laboratory, Hubei University of Arts and Science, Xiangyang 441000, China"],"raw_orcid":"https://orcid.org/0000-0001-6476-4710","affiliations":[{"raw_affiliation_string":"Hubei Longzhong Laboratory, Hubei University of Arts and Science, Xiangyang 441000, China","institution_ids":["https://openalex.org/I4210113795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127737013","display_name":"Dezheng Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113795","display_name":"Hubei University of Arts and Science","ror":"https://ror.org/0212jcf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210113795"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dezheng Liu","raw_affiliation_strings":["Hubei Longzhong Laboratory, Hubei University of Arts and Science, Xiangyang 441000, China"],"raw_orcid":"https://orcid.org/0000-0003-4145-6058","affiliations":[{"raw_affiliation_string":"Hubei Longzhong Laboratory, Hubei University of Arts and Science, Xiangyang 441000, China","institution_ids":["https://openalex.org/I4210113795"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tao Qin","orcid":"https://orcid.org/0000-0002-2363-3623"},"institutions":[{"id":"https://openalex.org/I4210113795","display_name":"Hubei University of Arts and Science","ror":"https://ror.org/0212jcf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210113795"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Qin","raw_affiliation_strings":["Hubei Longzhong Laboratory, Hubei University of Arts and Science, Xiangyang 441000, China"],"raw_orcid":"https://orcid.org/0000-0002-2363-3623","affiliations":[{"raw_affiliation_string":"Hubei Longzhong Laboratory, Hubei University of Arts and Science, Xiangyang 441000, China","institution_ids":["https://openalex.org/I4210113795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5127753094","display_name":"Lei Wang (6656)","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["School of Mechanical and Electronic Engineering, Wuhan University of Technology, Wuhan 430070, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electronic Engineering, Wuhan University of Technology, Wuhan 430070, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087314998"],"corresponding_institution_ids":["https://openalex.org/I4210113795"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29975942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"3","first_page":"258","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9150999784469604,"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":0.9150999784469604,"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":0.03280000016093254,"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/T12176","display_name":"Optimization and Packing Problems","score":0.007899999618530273,"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-scheduling","display_name":"Job shop scheduling","score":0.6650000214576721},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6100999712944031},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5674999952316284},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.4814000129699707},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.47940000891685486},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.4675999879837036},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.45669999718666077},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.42160001397132874}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6650000214576721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6111000180244446},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6100999712944031},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5674999952316284},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.4814000129699707},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.47940000891685486},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.4675999879837036},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.45669999718666077},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.42160001397132874},{"id":"https://openalex.org/C119948110","wikidata":"https://www.wikidata.org/wiki/Q7858726","display_name":"Two-level scheduling","level":4,"score":0.413100004196167},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4101000130176544},{"id":"https://openalex.org/C127456818","wikidata":"https://www.wikidata.org/wiki/Q238879","display_name":"Rate-monotonic scheduling","level":4,"score":0.3968999981880188},{"id":"https://openalex.org/C24090081","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Preventive maintenance","level":2,"score":0.39329999685287476},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3691999912261963},{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.366100013256073},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.3310999870300293},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.32089999318122864},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.3181000053882599},{"id":"https://openalex.org/C2776435737","wikidata":"https://www.wikidata.org/wiki/Q7915703","display_name":"Variable neighborhood search","level":3,"score":0.3167000114917755},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3165000081062317},{"id":"https://openalex.org/C2780271269","wikidata":"https://www.wikidata.org/wiki/Q19295956","display_name":"Single-machine scheduling","level":4,"score":0.2766999900341034},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27219998836517334},{"id":"https://openalex.org/C5941749","wikidata":"https://www.wikidata.org/wiki/Q19768","display_name":"Machine tool","level":2,"score":0.26759999990463257}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems14030258","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems14030258","pdf_url":"https://www.mdpi.com/2079-8954/14/3/258/pdf?version=1772440560","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a6e50b84476048d9b60a58d3df651ecf","is_oa":true,"landing_page_url":"https://doaj.org/article/a6e50b84476048d9b60a58d3df651ecf","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":"Systems, Vol 14, Iss 3, p 258 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems14030258","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems14030258","pdf_url":"https://www.mdpi.com/2079-8954/14/3/258/pdf?version=1772440560","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8770551681518555,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1396916489","display_name":null,"funder_award_id":"52105513","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4285834964","display_name":null,"funder_award_id":"2023AFB593","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G5116141964","display_name":null,"funder_award_id":"2023AFD053","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G6047449503","display_name":null,"funder_award_id":"2023AFD033","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G7363917326","display_name":null,"funder_award_id":"2023AFB1045","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7133127296.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Conventional":[0],"research":[1],"on":[2],"flexible":[3,196],"job":[4],"shop":[5],"scheduling":[6,25,193],"(FJSP)":[7],"often":[8],"overlooks":[9],"critical":[10],"factors":[11],"such":[12],"as":[13],"workpiece":[14],"handling,":[15],"machine":[16,92],"preventive":[17],"maintenance,":[18,202],"and":[19,30,49,60,96,134,139,174,188,201,206],"variable":[20],"machining":[21,97],"speeds,":[22],"resulting":[23],"in":[24,162,181,195],"schemes":[26],"with":[27,46,112,198],"limited":[28,128],"practicality":[29],"suboptimal":[31],"performance.":[32],"To":[33,130],"tackle":[34],"these":[35],"issues,":[36],"this":[37,77],"study":[38],"establishes":[39],"a":[40],"Flexible":[41],"Job":[42],"Shop":[43],"Scheduling":[44],"Problem":[45],"Workpiece":[47],"Handling":[48],"Machine":[50],"Preventive":[51],"Maintenance":[52],"(WHMPM-FJSP)":[53],"model,":[54],"aiming":[55],"to":[56,75,101,123,164],"minimize":[57],"both":[58],"makespan":[59],"total":[61],"energy":[62],"consumption.":[63],"An":[64],"Improved":[65],"Multi-Objective":[66],"Discrete":[67],"Grey":[68],"Wolf":[69],"Optimization":[70],"(IMOD-GWO)":[71],"algorithm":[72,80,189],"is":[73],"proposed":[74,186],"solve":[76,191],"model.":[78],"The":[79,157,185],"incorporates":[81],"three":[82],"key":[83],"innovations:":[84],"(1)":[85],"A":[86],"tri-level":[87],"encoding":[88],"structure":[89],"that":[90,161],"integrates":[91],"assignments,":[93],"operation":[94],"sequences,":[95],"speed":[98],"selection,":[99],"tailored":[100],"the":[102,132,137,140,192],"problem\u2019s":[103],"characteristics.":[104],"(2)":[105],"Multiple":[106],"effective":[107],"population":[108],"initialization":[109],"strategies":[110],"combined":[111],"novel":[113],"individual":[114],"update":[115],"mechanisms.":[116],"(3)":[117],"Implementation":[118],"of":[119,136,149],"distributed":[120],"computing":[121],"methods":[122],"enhance":[124],"search":[125,179],"efficiency":[126],"within":[127],"timeframes.":[129],"verify":[131],"rationality":[133],"efficacy":[135],"model":[138,187],"algorithm,":[141],"comparative":[142],"experiments":[143],"were":[144],"conducted":[145],"using":[146],"benchmark":[147],"instances":[148],"varying":[150],"scales":[151],"against":[152],"existing":[153],"multi-objective":[154],"optimization":[155],"algorithms.":[156],"experimental":[158],"results":[159],"show":[160],"medium-":[163],"large-scale":[165],"cases,":[166],"IMOD-GWO":[167],"outperforms":[168],"other":[169],"methods,":[170],"demonstrating":[171,203],"significant":[172],"advantages":[173],"highlighting":[175],"its":[176],"enhanced":[177],"global":[178],"capability":[180],"solving":[182],"WHMPM-FJSP":[183],"problems.":[184],"effectively":[190],"problem":[194],"workshops":[197],"integrated":[199],"processing":[200],"strong":[204],"performance":[205],"practicality.":[207]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-03-02T00:00:00"}
