{"id":"https://openalex.org/W4206325887","doi":"https://doi.org/10.1080/00207543.2021.2022802","title":"Graph-based operational robustness analysis of industrial Internet of things platform for manufacturing service collaboration","display_name":"Graph-based operational robustness analysis of industrial Internet of things platform for manufacturing service collaboration","publication_year":2022,"publication_date":"2022-01-16","ids":{"openalex":"https://openalex.org/W4206325887","doi":"https://doi.org/10.1080/00207543.2021.2022802"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2021.2022802","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2021.2022802","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5060790908","display_name":"Ying Cheng","orcid":"https://orcid.org/0000-0002-9103-6126"},"institutions":[{"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":["School of Automation Science and Electrical Engineering, Beihang University","School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024242084","display_name":"Yanshan Gao","orcid":"https://orcid.org/0000-0002-4496-2207"},"institutions":[{"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":"Yanshan Gao","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University","School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100435995","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0002-7014-2149"},"institutions":[{"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":true,"raw_author_name":"Lei Wang","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University","School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072705483","display_name":"Fei Tao","orcid":null},"institutions":[{"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":"Fei Tao","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University","School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100682407","display_name":"Qing\u2010Guo Wang","orcid":"https://orcid.org/0000-0002-3672-3716"},"institutions":[{"id":"https://openalex.org/I12615008","display_name":"Beijing Normal-Hong Kong Baptist University","ror":"https://ror.org/04snvc712","country_code":"CN","type":"education","lineage":["https://openalex.org/I12615008"]},{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]},{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Qing-Guo Wang","raw_affiliation_strings":["Institute of Artificial Intelligence and Future Networks, Beijing Normal University-Hong Kong Baptist University United International College","Institute of Artificial Intelligence and Future Networks, Beijing Normal University-Hong Kong Baptist University United International College, Zhuhai, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Future Networks, Beijing Normal University-Hong Kong Baptist University United International College","institution_ids":["https://openalex.org/I12615008","https://openalex.org/I141568987"]},{"raw_affiliation_string":"Institute of Artificial Intelligence and Future Networks, Beijing Normal University-Hong Kong Baptist University United International College, Zhuhai, People's Republic of China","institution_ids":["https://openalex.org/I12615008","https://openalex.org/I25254941","https://openalex.org/I141568987"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100435995"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":2.8474,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.90862606,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"61","issue":"13","first_page":"4237","last_page":"4264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9837999939918518,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9837999939918518,"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/T11729","display_name":"Product Development and Customization","score":0.9527000188827515,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12594","display_name":"Collaboration in agile enterprises","score":0.9453999996185303,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7211093902587891},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.6575798392295837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5774199366569519},{"id":"https://openalex.org/keywords/upgrade","display_name":"Upgrade","score":0.5462399125099182},{"id":"https://openalex.org/keywords/industrial-internet","display_name":"Industrial Internet","score":0.516562819480896},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42446792125701904},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4062982499599457},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3685060143470764},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.35564571619033813},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2903117835521698},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.2635543942451477},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.13322579860687256}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7211093902587891},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.6575798392295837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5774199366569519},{"id":"https://openalex.org/C2780615140","wikidata":"https://www.wikidata.org/wiki/Q920419","display_name":"Upgrade","level":2,"score":0.5462399125099182},{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.516562819480896},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42446792125701904},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4062982499599457},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3685060143470764},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.35564571619033813},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2903117835521698},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.2635543942451477},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.13322579860687256},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2021.2022802","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2021.2022802","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:61:y:2023:i:13:p:4237-4264","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2021.2022802","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G2672934265","display_name":null,"funder_award_id":"YWF-21-BJ-J-1182","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G286075599","display_name":null,"funder_award_id":"JQ19011","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G6350436472","display_name":null,"funder_award_id":"61873017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7682940378","display_name":null,"funder_award_id":"52175448","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/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1661863441","https://openalex.org/W1988395163","https://openalex.org/W2015545173","https://openalex.org/W2054075381","https://openalex.org/W2064468049","https://openalex.org/W2100297710","https://openalex.org/W2129934604","https://openalex.org/W2142718686","https://openalex.org/W2225036452","https://openalex.org/W2298645392","https://openalex.org/W2510694169","https://openalex.org/W2522417576","https://openalex.org/W2528059250","https://openalex.org/W2605181596","https://openalex.org/W2739720881","https://openalex.org/W2746696930","https://openalex.org/W2764211060","https://openalex.org/W2767999683","https://openalex.org/W2788276261","https://openalex.org/W2789766078","https://openalex.org/W2792065824","https://openalex.org/W2793868694","https://openalex.org/W2803393240","https://openalex.org/W2804882489","https://openalex.org/W2809831125","https://openalex.org/W2811266402","https://openalex.org/W2875625889","https://openalex.org/W2910258701","https://openalex.org/W2910866110","https://openalex.org/W2912957265","https://openalex.org/W2918616975","https://openalex.org/W2921700788","https://openalex.org/W2923885512","https://openalex.org/W2951809056","https://openalex.org/W2953574276","https://openalex.org/W2954284817","https://openalex.org/W2963015168","https://openalex.org/W2964399674","https://openalex.org/W2979417040","https://openalex.org/W2981164342","https://openalex.org/W2989542485","https://openalex.org/W2990303645","https://openalex.org/W3000238994","https://openalex.org/W3015565794","https://openalex.org/W3019831213","https://openalex.org/W3033275545","https://openalex.org/W3033968609","https://openalex.org/W3035413297","https://openalex.org/W3036768869","https://openalex.org/W3041382148","https://openalex.org/W3092028662","https://openalex.org/W3099514251","https://openalex.org/W3103413756","https://openalex.org/W3105807279","https://openalex.org/W3107568701","https://openalex.org/W3128871504","https://openalex.org/W3137579799","https://openalex.org/W3143799685","https://openalex.org/W3155207121","https://openalex.org/W3158732255","https://openalex.org/W3159931889"],"related_works":["https://openalex.org/W2368672678","https://openalex.org/W2965111880","https://openalex.org/W2370626080","https://openalex.org/W2368576029","https://openalex.org/W2377210208","https://openalex.org/W116478885","https://openalex.org/W2391279445","https://openalex.org/W2390420166","https://openalex.org/W2968294638","https://openalex.org/W2742476824"],"abstract_inverted_index":{"As":[0],"industrial":[1],"Internet":[2],"of":[3,21,46,57,70,103,116,161,182,187],"things":[4],"(IIoT)":[5],"for":[6,31,61,92,120,129],"Manufacturing":[7],"Service":[8],"Collaboration":[9],"(MSC)":[10],"is":[11,33,122,131,167],"becoming":[12],"the":[13,18,25,37,44,54,58,64,71,98,117,158,171,185,188],"current":[14],"trend":[15],"to":[16,35,96,144,169],"accelerate":[17],"upgrade":[19],"iteration":[20],"manufacturing":[22,75,93,153,181],"capability,":[23],"developing":[24],"robust":[26,195],"IIoT":[27,59,72,118,125],"platform":[28,60,73,81,90,119,126],"operation":[29,65,91,127],"mechanism":[30],"MSC":[32,104,121,130,146,172,196],"crucial":[34],"promote":[36],"continuous":[38],"and":[39,48,68,100,107],"stable":[40],"service":[41],"collaboration":[42,76],"in":[43,79],"presence":[45],"supply":[47,106],"demand":[49,108],"uncertainties.":[50],"This":[51],"paper":[52],"studies":[53,193],"operational":[55,112,162],"robustness":[56,113,163],"MSC.":[62],"Firstly,":[63],"performances,":[66],"requirements,":[67],"challenges":[69],"towards":[74],"are":[77,164,198],"analysed":[78],"classified":[80],"practices,":[82],"which":[83,142,166],"can":[84],"provide":[85],"a":[86,110],"comprehensive":[87],"cognition":[88],"about":[89,179,194],"collaboration.":[94],"Then,":[95],"evaluate":[97],"tolerance":[99],"persistence":[101],"capabilities":[102],"under":[105,149,174],"uncertainties,":[109],"graph-based":[111],"analysis":[114],"method":[115],"proposed.":[123],"The":[124],"network":[128,156],"modelled":[132],"as":[133],"an":[134],"interdependent":[135],"network-of-network":[136],"structure":[137],"based":[138],"on":[139],"graph":[140],"theory,":[141],"helps":[143],"characterise":[145],"performance":[147],"properties":[148,154],"complexities.":[150],"By":[151],"combining":[152],"with":[155],"statistics,":[157],"evaluation":[159],"metrics":[160],"established,":[165],"done":[168],"quantise":[170],"effectiveness":[173],"uncertainty":[175],"effects.":[176],"A":[177],"case":[178],"customised":[180],"automobiles":[183],"illustrates":[184],"application":[186],"proposed":[189],"methods.":[190],"Finally,":[191],"future":[192],"regulation":[197],"discussed.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}