{"id":"https://openalex.org/W7225335397","doi":"https://doi.org/10.3390/a19110968","title":"Integrated Production and Maintenance Scheduling for Energy-Efficient Distributed Flexible Job Shops with Machine Degradation and Limited Maintenance Resources","display_name":"Integrated Production and Maintenance Scheduling for Energy-Efficient Distributed Flexible Job Shops with Machine Degradation and Limited Maintenance Resources","publication_year":2026,"publication_date":"2026-11-05","ids":{"openalex":"https://openalex.org/W7225335397","doi":"https://doi.org/10.3390/a19110968"},"language":"en","primary_location":{"id":"doi:10.3390/a19110968","doi":"https://doi.org/10.3390/a19110968","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a19110968","pdf_url":null,"source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"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":"Algorithms","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/a19110968","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134724689","display_name":"Li Liu","orcid":"https://orcid.org/0009-0001-4671-5277","observed_orcids":["https://orcid.org/0009-0001-4671-5277"]},"institutions":[{"id":"https://openalex.org/I4210115515","display_name":"Nanyang Institute of Technology","ror":"https://ror.org/0203c2755","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115515"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Li Liu","raw_affiliation_strings":["School of Digital Media and Art Design, Nanyang Institute of Technology, Nanyang 473000, China"],"raw_orcid":"https://orcid.org/0009-0001-4671-5277","affiliations":[{"raw_affiliation_string":"School of Digital Media and Art Design, Nanyang Institute of Technology, Nanyang 473000, China","institution_ids":["https://openalex.org/I4210115515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036148256","display_name":"Kaifeng Geng","orcid":"https://orcid.org/0000-0001-5524-4713","observed_orcids":["https://orcid.org/0000-0001-5524-4713"]},"institutions":[{"id":"https://openalex.org/I4210115515","display_name":"Nanyang Institute of Technology","ror":"https://ror.org/0203c2755","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210115515"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaifeng Geng","raw_affiliation_strings":["Nanyang Engineering Technology Research Center for Educational Informatization, Information Construction and Management Center, Nanyang Institute of Technology, Nanyang 473000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Engineering Technology Research Center for Educational Informatization, Information Construction and Management Center, Nanyang Institute of Technology, Nanyang 473000, China","institution_ids":["https://openalex.org/I4210115515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5141052899","display_name":"Liang Shuangjun","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I196355604","display_name":"National Research Tomsk State University","ror":"https://ror.org/02he2nc27","country_code":"RU","type":"education","lineage":["https://openalex.org/I196355604"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Shuangjun Liang","raw_affiliation_strings":["Institute of Applied Mathematics and Computer Science, Tomsk State University, Tomsk 634050, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Applied Mathematics and Computer Science, Tomsk State University, Tomsk 634050, Russia","institution_ids":["https://openalex.org/I196355604"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5134724689"],"corresponding_institution_ids":["https://openalex.org/I4210115515"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1930},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1930},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"11","first_page":"968","last_page":"968"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","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/T10551","display_name":"Scheduling and Optimization Algorithms","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/T10780","display_name":"Reliability and Maintenance Optimization","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.0,"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/distributed-flexible-job-shop-scheduling","display_name":"distributed flexible job shop scheduling","score":0.8539999723434448},{"id":"https://openalex.org/keywords/energy-efficient-scheduling","display_name":"energy-efficient scheduling","score":0.7039999961853027},{"id":"https://openalex.org/keywords/machine-degradation","display_name":"machine degradation","score":0.8500000238418579},{"id":"https://openalex.org/keywords/imperfect-preventive-maintenance","display_name":"imperfect preventive maintenance","score":0.8809999823570251},{"id":"https://openalex.org/keywords/maintenance-resource-allocation","display_name":"maintenance resource allocation","score":0.8709999918937683},{"id":"https://openalex.org/keywords/bi-objective-optimization","display_name":"bi-objective optimization","score":0.796999990940094},{"id":"https://openalex.org/keywords/makespan-minimization","display_name":"makespan minimization","score":0.9399999976158142},{"id":"https://openalex.org/keywords/energy-optimization","display_name":"energy optimization","score":0.843999981880188},{"id":"https://openalex.org/keywords/operation-sequencing","display_name":"operation sequencing","score":0.6970000267028809}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7560999989509583},{"id":"https://openalex.org/C24090081","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Preventive maintenance","level":2,"score":0.6807000041007996},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6309999823570251},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6033999919891357},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.44369998574256897},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.4171999990940094},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4147000014781952},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4117000102996826},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.4000999927520752},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.3790000081062317},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.3653999865055084},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3650999963283539},{"id":"https://openalex.org/C2776671899","wikidata":"https://www.wikidata.org/wiki/Q7098945","display_name":"Optimal maintenance","level":2,"score":0.3617999851703644},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.3499000072479248},{"id":"https://openalex.org/C2778814095","wikidata":"https://www.wikidata.org/wiki/Q6736790","display_name":"Maintenance actions","level":2,"score":0.34929999709129333},{"id":"https://openalex.org/C2777243215","wikidata":"https://www.wikidata.org/wiki/Q1493226","display_name":"Job shop","level":5,"score":0.34049999713897705},{"id":"https://openalex.org/C3019252630","wikidata":"https://www.wikidata.org/wiki/Q6549547","display_name":"Limited resources","level":2,"score":0.336899995803833},{"id":"https://openalex.org/C23725684","wikidata":"https://www.wikidata.org/wiki/Q616377","display_name":"Maintenance engineering","level":2,"score":0.3343999981880188},{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.3314000070095062},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3257000148296356},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C2777480716","wikidata":"https://www.wikidata.org/wiki/Q23582796","display_name":"Resource consumption","level":2,"score":0.3050000071525574},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2948000133037567},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.27320000529289246},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.26269999146461487},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2619999945163727},{"id":"https://openalex.org/C179707776","wikidata":"https://www.wikidata.org/wiki/Q662895","display_name":"Burn-in","level":2,"score":0.25839999318122864}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/a19110968","doi":"https://doi.org/10.3390/a19110968","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a19110968","pdf_url":null,"source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"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":"Algorithms","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/a19110968","doi":"https://doi.org/10.3390/a19110968","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a19110968","pdf_url":null,"source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"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":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W159012016","https://openalex.org/W867003385","https://openalex.org/W2043992751","https://openalex.org/W2046437335","https://openalex.org/W2055025427","https://openalex.org/W2064661781","https://openalex.org/W2104274529","https://openalex.org/W2106334424","https://openalex.org/W2126105956","https://openalex.org/W2170186790","https://openalex.org/W2608191974","https://openalex.org/W2951202193","https://openalex.org/W3012839816","https://openalex.org/W3199153462","https://openalex.org/W3205671243","https://openalex.org/W4214818039","https://openalex.org/W4281253915","https://openalex.org/W4308434065","https://openalex.org/W4366830122","https://openalex.org/W4379805283","https://openalex.org/W4387736683","https://openalex.org/W4388713823","https://openalex.org/W4399769610","https://openalex.org/W4406096718","https://openalex.org/W4406240395","https://openalex.org/W4408979261","https://openalex.org/W4410883852","https://openalex.org/W4411011585","https://openalex.org/W4414322010","https://openalex.org/W4415045433","https://openalex.org/W4416732819","https://openalex.org/W4416980635","https://openalex.org/W7128915338","https://openalex.org/W7138297377","https://openalex.org/W7139113187","https://openalex.org/W7140329151"],"related_works":["https://openalex.org/W7202248083","https://openalex.org/W2147728576","https://openalex.org/W3092789657","https://openalex.org/W7165664435","https://openalex.org/W4292408683","https://openalex.org/W7143817886","https://openalex.org/W7140329151","https://openalex.org/W3016421604","https://openalex.org/W2059218646","https://openalex.org/W7048632782"],"abstract_inverted_index":{"In":[0],"distributed":[1],"flexible":[2],"job":[3],"shops,":[4],"preventive":[5,47],"maintenance":[6,17,50,63,78,88,130,135],"is":[7,66],"required":[8],"to":[9,28,81],"manage":[10],"machine":[11,41,82],"degradation,":[12],"but":[13,141],"competition":[14],"for":[15],"limited":[16],"resources":[18,64],"can":[19],"delay":[20],"production.":[21],"This":[22],"study":[23],"develops":[24],"a":[25,57,74],"bi-objective":[26],"model":[27],"minimize":[29],"makespan":[30],"and":[31,42,49,84,109,138],"total":[32,146],"energy":[33,147],"consumption":[34],"by":[35],"integrating":[36],"factory":[37],"assignment,":[38],"operation":[39],"sequencing,":[40],"processing":[43],"speed":[44],"selection,":[45],"imperfect":[46],"maintenance,":[48],"resource":[51,89,131],"allocation.":[52],"To":[53],"solve":[54],"this":[55,118],"problem,":[56],"multi-objective":[58],"memetic":[59],"algorithm":[60,69],"with":[61,73,114],"constrained":[62],"(MRC-MOMA)":[65],"proposed.":[67],"The":[68],"combines":[70],"four-layer":[71],"encoding":[72],"decoder":[75],"that":[76,94],"generates":[77],"requests":[79],"according":[80],"degradation":[83],"schedules":[85],"them":[86],"under":[87],"constraints.":[90],"Computational":[91],"experiments":[92],"show":[93],"MRC-MOMA":[95],"achieves":[96],"better":[97],"overall":[98],"performance":[99],"than":[100],"the":[101,121,126],"comparison":[102],"algorithms":[103],"in":[104],"terms":[105],"of":[106],"hypervolume":[107],"(HV)":[108],"inverted":[110],"generational":[111],"distance":[112],"(IGD),":[113],"sensitivity":[115],"analysis":[116],"supporting":[117],"advantage":[119],"within":[120],"tested":[122],"parameter":[123],"ranges.":[124],"For":[125],"representative":[127],"instances,":[128],"increasing":[129],"capacity":[132],"substantially":[133],"reduces":[134],"waiting":[136],"time":[137],"shortens":[139],"makespan,":[140],"does":[142],"not":[143],"necessarily":[144],"reduce":[145],"consumption.":[148]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-11-06T00:00:00"}
