{"id":"https://openalex.org/W4413825847","doi":"https://doi.org/10.1115/1.4069659","title":"Blockchain Performance Optimization in Manufacturing Service Collaboration With Improved Gray Wolf Optimizer","display_name":"Blockchain Performance Optimization in Manufacturing Service Collaboration With Improved Gray Wolf Optimizer","publication_year":2025,"publication_date":"2025-08-29","ids":{"openalex":"https://openalex.org/W4413825847","doi":"https://doi.org/10.1115/1.4069659"},"language":"en","primary_location":{"id":"doi:10.1115/1.4069659","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4069659","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","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/A5115591494","display_name":"Yifan Zhang","orcid":"https://orcid.org/0009-0001-0873-3853"},"institutions":[{"id":"https://openalex.org/I4210161752","display_name":"Beijing Haidian Hospital","ror":"https://ror.org/058x5eq06","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161752"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Zhang","raw_affiliation_strings":["Beihang University School of Automation Science and Electrical Engineering, , \u00a0 ,","Beihang University Sino-French Engineer School, , \u00a0 ,","Haidian district, Xueyuan Road 37 Beijing, Beijing 100191 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University School of Automation Science and Electrical Engineering, , \u00a0 ,","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beihang University Sino-French Engineer School, , \u00a0 ,","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Haidian district, Xueyuan Road 37 Beijing, Beijing 100191 China","institution_ids":["https://openalex.org/I4210161752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714501","display_name":"Yongping Zhang","orcid":"https://orcid.org/0000-0002-3458-2040"},"institutions":[{"id":"https://openalex.org/I4210161752","display_name":"Beijing Haidian Hospital","ror":"https://ror.org/058x5eq06","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161752"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongping Zhang","raw_affiliation_strings":["Beihang University School of Automation Science and Electrical Engineering, , \u00a0 ,","Beihang University Sino-French Engineer School, , \u00a0 ,","37 Xueyuanlu Haidianqu Beijing, Beijing 100083 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University School of Automation Science and Electrical Engineering, , \u00a0 ,","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Beihang University Sino-French Engineer School, , \u00a0 ,","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"37 Xueyuanlu Haidianqu Beijing, Beijing 100083 China","institution_ids":["https://openalex.org/I4210161752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060790908","display_name":"Ying Cheng","orcid":"https://orcid.org/0000-0002-9103-6126"},"institutions":[{"id":"https://openalex.org/I4210161752","display_name":"Beijing Haidian Hospital","ror":"https://ror.org/058x5eq06","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161752"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Cheng","raw_affiliation_strings":["Beihang University School of Automation Science and Electrical Engineering, , \u00a0 ,","No. 37 Xueyuan Rd, Haidian District Beijing, Beijing 100191 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University School of Automation Science and Electrical Engineering, , \u00a0 ,","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"No. 37 Xueyuan Rd, Haidian District Beijing, Beijing 100191 China","institution_ids":["https://openalex.org/I4210161752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112108897","display_name":"Ying Zuo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105760","display_name":"Frontier Science Foundation","ror":"https://ror.org/01e92na05","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I4210105760"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CH","CN"],"is_corresponding":false,"raw_author_name":"Ying Zuo","raw_affiliation_strings":["Beihang University School of Automation Science and Electrical Engineering, , \u00a0 ,","Research Institute for Frontier Science Beijing, 100191 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University School of Automation Science and Electrical Engineering, , \u00a0 ,","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Research Institute for Frontier Science Beijing, 100191 China","institution_ids":["https://openalex.org/I4210105760"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072705483","display_name":"Fei Tao","orcid":"https://orcid.org/0000-0002-9020-0633"},"institutions":[{"id":"https://openalex.org/I4210110242","display_name":"Digital Science (United States)","ror":"https://ror.org/020h4b682","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110242","https://openalex.org/I4210112888","https://openalex.org/I4210118830"]},{"id":"https://openalex.org/I4210161752","display_name":"Beijing Haidian Hospital","ror":"https://ror.org/058x5eq06","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161752"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Fei Tao","raw_affiliation_strings":["Beihang University School of Automation Science and Electrical Engineering; Digital Twin International Research Center, International Research Institute for Multidisciplinary Sciences, , \u00a0 ,","37 Xueyuan Rd, Haidian District Beijing, Beijing 100191 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University School of Automation Science and Electrical Engineering; Digital Twin International Research Center, International Research Institute for Multidisciplinary Sciences, , \u00a0 ,","institution_ids":["https://openalex.org/I4210110242"]},{"raw_affiliation_string":"37 Xueyuan Rd, Haidian District Beijing, Beijing 100191 China","institution_ids":["https://openalex.org/I4210161752"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.7179,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95267543,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"25","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9685999751091003,"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/blockchain","display_name":"Blockchain","score":0.8401131629943848},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5575670003890991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49446725845336914},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3973308205604553},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3847992718219757},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3745022416114807},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.35922956466674805},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13147491216659546},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07978051900863647}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.8401131629943848},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5575670003890991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49446725845336914},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3973308205604553},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3847992718219757},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3745022416114807},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.35922956466674805},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13147491216659546},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07978051900863647},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1115/1.4069659","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4069659","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7036728696","display_name":null,"funder_award_id":"52105500, 52275471","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1585610988","https://openalex.org/W2045422729","https://openalex.org/W2061438946","https://openalex.org/W2076253963","https://openalex.org/W2085495361","https://openalex.org/W2094012039","https://openalex.org/W2745627384","https://openalex.org/W2789477383","https://openalex.org/W2792065824","https://openalex.org/W2799347500","https://openalex.org/W2848791610","https://openalex.org/W2900804173","https://openalex.org/W2945969611","https://openalex.org/W2951464652","https://openalex.org/W2971282859","https://openalex.org/W2982634382","https://openalex.org/W2998553334","https://openalex.org/W3005171296","https://openalex.org/W3007040893","https://openalex.org/W3012467882","https://openalex.org/W3036726025","https://openalex.org/W3080890634","https://openalex.org/W3096027317","https://openalex.org/W3097496264","https://openalex.org/W3107568701","https://openalex.org/W3119105838","https://openalex.org/W3139484821","https://openalex.org/W3143818097","https://openalex.org/W3201908280","https://openalex.org/W4281251503","https://openalex.org/W4296425666","https://openalex.org/W4308548247","https://openalex.org/W4311541148","https://openalex.org/W4315881604","https://openalex.org/W4387812378","https://openalex.org/W4391431449","https://openalex.org/W4396829623","https://openalex.org/W4396908716","https://openalex.org/W4399447274","https://openalex.org/W4403357569","https://openalex.org/W4405600106"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3048554917","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W3126939372","https://openalex.org/W4386732777","https://openalex.org/W2337755673"],"abstract_inverted_index":{"Abstract":[0],"With":[1],"the":[2,15,79,92,105,123,138,152,157,172,176,178,195,198],"integration":[3],"of":[4,17,26,49,126,156,197],"information":[5],"technology":[6],"and":[7,24,43,98,130,141,168,201],"manufacturing":[8,10,34,65,99,127],"industries,":[9],"is":[11,96,119,148],"expected":[12],"to":[13,46,57,107,121,136,150],"enter":[14],"stage":[16],"service":[18,35,50,112,128],"collaboration":[19,36],"on":[20,67,78,91,104,134],"platforms.":[21,68],"The":[22,159],"immutability":[23],"decentralization":[25],"blockchain":[27,135],"can":[28],"provide":[29],"a":[30,73],"trustworthy":[31],"environment":[32],"for":[33],"(MSC).":[37],"Manufacturing":[38],"services":[39,100],"with":[40],"varying":[41],"processes":[42],"standards":[44],"lead":[45],"significant":[47,163],"quality":[48],"(QoS)":[51],"differences,":[52],"making":[53],"single-chain":[54],"networks":[55],"unable":[56],"meet":[58],"diverse":[59],"ledger":[60],"demands,":[61],"potentially":[62],"delaying":[63],"subsequent":[64],"procedures":[66],"Therefore,":[69],"this":[70],"article":[71],"proposes":[72],"blockchain-enabled":[74],"MSC":[75],"framework":[76],"based":[77,90,103],"Hyperledger":[80],"Fabric's":[81],"multichain":[82],"architecture.":[83],"A":[84],"platform":[85],"chain":[86],"Org":[87],"allocation":[88],"mechanism":[89,200],"enterprise":[93],"operation":[94],"data":[95],"designed,":[97],"are":[101],"grouped":[102],"QoS":[106],"ensure":[108],"consistency":[109],"in":[110,165,175],"each":[111],"chain.":[113],"Additionally,":[114],"generalized":[115],"stochastic":[116],"Petri":[117],"nets":[118],"employed":[120],"model":[122],"relevant":[124],"stages":[125],"execution":[129],"log":[131],"recording":[132],"process":[133],"analyze":[137],"system":[139],"performance,":[140],"an":[142],"improved":[143],"gray":[144],"wolf":[145],"optimizer":[146,161,179],"(GWO)":[147],"adopted":[149],"identify":[151],"most":[153],"suitable":[154],"parameters":[155],"blockchain.":[158],"proposed":[160,174,199],"achieves":[162],"enhancements":[164],"exploration":[166],"performance":[167],"stability.":[169],"In":[170],"addressing":[171],"problem":[173],"article,":[177],"obtains":[180],"comparable":[181],"solutions":[182],"while":[183],"reducing":[184],"iterations":[185],"by":[186],"approximately":[187],"9%,":[188],"significantly":[189],"lowering":[190],"simulation":[191],"costs.":[192],"Experiments":[193],"validate":[194],"effectiveness":[196],"algorithms.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-08-30T00:00:00"}
