{"id":"https://openalex.org/W4403863510","doi":"https://doi.org/10.1109/access.2024.3487832","title":"Architecture Design and Application of IIoT Platform in Automobile Manufacturing Based on Microservices and Deep Learning Techniques","display_name":"Architecture Design and Application of IIoT Platform in Automobile Manufacturing Based on Microservices and Deep Learning Techniques","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403863510","doi":"https://doi.org/10.1109/access.2024.3487832"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3487832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3487832","pdf_url":null,"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://doi.org/10.1109/access.2024.3487832","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120746622","display_name":"Yi He","orcid":"https://orcid.org/0009-0005-3061-4294"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi He","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002821280","display_name":"Yanzhong Zhang","orcid":"https://orcid.org/0000-0002-2663-1279"},"institutions":[{"id":"https://openalex.org/I4210100872","display_name":"Guangzhou Academy of Special Equipment Inspection and Testing","ror":"https://ror.org/012pz7r49","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210100872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanzhong Zhang","raw_affiliation_strings":["Guangzhou MINO Equipment Company Ltd., Guangzhou, China","Guangzhou MINO Equipment Co., Ltd, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou MINO Equipment Company Ltd., Guangzhou, China","institution_ids":["https://openalex.org/I4210100872"]},{"raw_affiliation_string":"Guangzhou MINO Equipment Co., Ltd, Guangzhou, China","institution_ids":["https://openalex.org/I4210100872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113598078","display_name":"Wu Che","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100872","display_name":"Guangzhou Academy of Special Equipment Inspection and Testing","ror":"https://ror.org/012pz7r49","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210100872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Che Wu","raw_affiliation_strings":["Guangzhou MINO Equipment Company Ltd., Guangzhou, China","Guangzhou MINO Equipment Co., Ltd, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou MINO Equipment Company Ltd., Guangzhou, China","institution_ids":["https://openalex.org/I4210100872"]},{"raw_affiliation_string":"Guangzhou MINO Equipment Co., Ltd, Guangzhou, China","institution_ids":["https://openalex.org/I4210100872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100770785","display_name":"Meng Yang","orcid":"https://orcid.org/0000-0003-0366-9474"},"institutions":[{"id":"https://openalex.org/I4210100872","display_name":"Guangzhou Academy of Special Equipment Inspection and Testing","ror":"https://ror.org/012pz7r49","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210100872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Yang","raw_affiliation_strings":["Guangzhou MINO Equipment Company Ltd., Guangzhou, China","Guangzhou MINO Equipment Co., Ltd, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou MINO Equipment Company Ltd., Guangzhou, China","institution_ids":["https://openalex.org/I4210100872"]},{"raw_affiliation_string":"Guangzhou MINO Equipment Co., Ltd, Guangzhou, China","institution_ids":["https://openalex.org/I4210100872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110135939","display_name":"Wilsun Xu","orcid":"https://orcid.org/0009-0004-7865-5856"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Xu","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0004-7865-5856","affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019948763","display_name":"Haiyang Wan","orcid":"https://orcid.org/0000-0002-8614-3429"},"institutions":[{"id":"https://openalex.org/I4210100872","display_name":"Guangzhou Academy of Special Equipment Inspection and Testing","ror":"https://ror.org/012pz7r49","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210100872"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyang Wan","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","Guangzhou MINO Equipment Co., Ltd, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"Guangzhou MINO Equipment Co., Ltd, Guangzhou, China","institution_ids":["https://openalex.org/I4210100872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102729596","display_name":"Zhuyun Chen","orcid":"https://orcid.org/0000-0002-6100-7332"},"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":"Zhuyun Chen","raw_affiliation_strings":["State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6100-7332","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5120746622"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.331,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61769996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"166834","last_page":"166842"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.708299994468689,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.708299994468689,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.9346582293510437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6391931772232056},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5740846395492554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4139404892921448},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.36212947964668274},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3317672610282898},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28294554352760315},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.08007532358169556},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07750657200813293}],"concepts":[{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.9346582293510437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6391931772232056},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5740846395492554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4139404892921448},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.36212947964668274},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3317672610282898},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28294554352760315},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.08007532358169556},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07750657200813293},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3487832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3487832","pdf_url":null,"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:78addddd76c443c6b365408b4a1fb4e2","is_oa":true,"landing_page_url":"https://doaj.org/article/78addddd76c443c6b365408b4a1fb4e2","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 12, Pp 166834-166842 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3487832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3487832","pdf_url":null,"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/9","score":0.5699999928474426,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1416275298","display_name":null,"funder_award_id":"2023A1515240021","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G5927682106","display_name":null,"funder_award_id":"52205101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6034319081","display_name":null,"funder_award_id":"QT-2024-28","funder_id":"https://openalex.org/F4320323087","funder_display_name":"Mitutoyo Association for Science and Technology"},{"id":"https://openalex.org/G6480169789","display_name":null,"funder_award_id":"2021A1515110708","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323087","display_name":"Mitutoyo Association for Science and Technology","ror":"https://ror.org/04srze519"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1991234757","https://openalex.org/W2098053810","https://openalex.org/W2493466415","https://openalex.org/W2548686608","https://openalex.org/W2555470345","https://openalex.org/W2811266402","https://openalex.org/W2899856175","https://openalex.org/W2910637464","https://openalex.org/W2914507739","https://openalex.org/W2967510429","https://openalex.org/W3004297702","https://openalex.org/W3006666257","https://openalex.org/W3011265235","https://openalex.org/W3033783962","https://openalex.org/W3217548823","https://openalex.org/W4206913967","https://openalex.org/W4310264092","https://openalex.org/W4315606142","https://openalex.org/W4318478060","https://openalex.org/W4318828313","https://openalex.org/W4362455658","https://openalex.org/W4362470992","https://openalex.org/W4362588371","https://openalex.org/W4379467190","https://openalex.org/W4380451824","https://openalex.org/W4380885304","https://openalex.org/W4381509766","https://openalex.org/W4381803634","https://openalex.org/W4385062369","https://openalex.org/W4385769606","https://openalex.org/W4387619006","https://openalex.org/W4391552038","https://openalex.org/W4392429805","https://openalex.org/W4392429826","https://openalex.org/W4393131663","https://openalex.org/W4400042994","https://openalex.org/W4404238616"],"related_works":["https://openalex.org/W4210334847","https://openalex.org/W3181741639","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W4225586032","https://openalex.org/W3003367851","https://openalex.org/W1492892507","https://openalex.org/W3119944216","https://openalex.org/W2994988622","https://openalex.org/W2038503502"],"abstract_inverted_index":{"An":[0],"Internet":[1,58],"of":[2,17,46,59,157,172],"Things":[3,60],"(IoT)":[4,61],"platform":[5,90,115,178],"is":[6,151],"a":[7,25,84,139],"software":[8],"architecture":[9],"that":[10],"enables":[11,116],"the":[12,38,41,53,114,154,158,163,170,173,197],"connection,":[13],"management,":[14,126],"and":[15,21,36,44,75,104,134,184,191],"analysis":[16,45],"IoT":[18,29,89,175,194],"devices,":[19],"sensors,":[20],"data.":[22],"It":[23],"provides":[24,185],"centralized":[26],"system":[27,76],"for":[28,87,153,187],"devices":[30],"to":[31,71],"interact":[32],"with":[33,37],"each":[34],"other":[35],"cloud,":[39],"facilitating":[40],"collection,":[42],"processing,":[43],"data":[47,165],"from":[48],"these":[49,80],"devices.":[50],"However,":[51],"in":[52,181,196],"automotive":[54],"manufacturing":[55,199],"industry,":[56],"traditional":[57],"platforms":[62,195],"are":[63,97],"facing":[64],"challenges":[65],"such":[66],"as":[67],"bottleneck":[68],"issues":[69],"due":[70],"business":[72],"volume":[73],"growth":[74],"challenges.":[77],"To":[78],"address":[79],"challenges,":[81],"we":[82],"propose":[83],"design":[85],"methodology":[86],"an":[88],"based":[91,161],"on":[92,162],"microservices.":[93],"The":[94],"platform\u2019s":[95],"modules":[96],"divided":[98],"into":[99],"front":[100],"end,":[101],"database,":[102],"security,":[103],"operation":[105],"maintenance":[106],"architecture,":[107],"all":[108],"effectively":[109],"designed.":[110],"Through":[111],"practical":[112],"applications,":[113],"interconnections":[117],"between":[118],"different":[119],"information":[120],"systems,":[121],"production":[122],"status":[123],"monitoring,":[124],"efficiency":[125],"performance":[127],"evaluation,":[128],"energy":[129],"consumption":[130],"analysis,":[131],"quality":[132],"detection,":[133],"equipment":[135],"asset":[136],"evaluation.":[137],"Finally,":[138],"data-driven":[140],"deep":[141],"learning":[142],"algorithm,":[143],"named":[144],"Long":[145],"Short-Term":[146],"Memory":[147],"Neural":[148],"Network":[149],"(LSTM)":[150],"developed":[152],"state":[155],"recognition":[156],"industrial":[159,193],"robot":[160],"Intelligent":[164],"services":[166],"platform,":[167],"which":[168],"validate":[169],"effectiveness":[171],"constructed":[174],"platforms.":[176],"This":[177],"offers":[179],"advantages":[180],"extendibility,":[182],"reusability,":[183],"methods":[186],"upgrading,":[188],"expanding":[189],"functions,":[190],"maintaining":[192],"discrete":[198],"industry.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
