{"id":"https://openalex.org/W4391468034","doi":"https://doi.org/10.1109/jiot.2024.3361533","title":"A Graph-Embedded Subdomain Adaptation Approach for Remaining Useful Life Prediction of Industrial IoT Systems","display_name":"A Graph-Embedded Subdomain Adaptation Approach for Remaining Useful Life Prediction of Industrial IoT Systems","publication_year":2024,"publication_date":"2024-02-02","ids":{"openalex":"https://openalex.org/W4391468034","doi":"https://doi.org/10.1109/jiot.2024.3361533"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3361533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3361533","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Journal","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/A5051097660","display_name":"Jichao Zhuang","orcid":"https://orcid.org/0000-0002-6681-9145"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jichao Zhuang","raw_affiliation_strings":["School of Mechanical Engineering, Southeast University, Nanjing, China","School of Mechanical Engineering, Southeast University, Nanjing, PR China"],"raw_orcid":"https://orcid.org/0000-0002-6681-9145","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, Nanjing, PR China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086177747","display_name":"Yuejian Chen","orcid":"https://orcid.org/0000-0002-5011-5370"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuejian Chen","raw_affiliation_strings":["Institute of Rail Transit, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5011-5370","affiliations":[{"raw_affiliation_string":"Institute of Rail Transit, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045686678","display_name":"Xiaoli Zhao","orcid":"https://orcid.org/0000-0002-9803-4158"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoli Zhao","raw_affiliation_strings":["School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-9803-4158","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029522441","display_name":"Minping Jia","orcid":"https://orcid.org/0000-0001-9010-2307"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minping Jia","raw_affiliation_strings":["School of Mechanical Engineering, Southeast University, Nanjing, China","School of Mechanical Engineering, Southeast University, Nanjing, PR China"],"raw_orcid":"https://orcid.org/0000-0001-9010-2307","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, Nanjing, PR China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079329106","display_name":"Ke Feng","orcid":"https://orcid.org/0000-0003-2338-5161"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Feng","raw_affiliation_strings":["School of Mechanical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-2338-5161","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.2089,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.96794616,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"11","issue":"13","first_page":"22903","last_page":"22914"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9244999885559082,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9244999885559082,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/prognostics","display_name":"Prognostics","score":0.9147585034370422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7536743879318237},{"id":"https://openalex.org/keywords/manifold-alignment","display_name":"Manifold alignment","score":0.6288780570030212},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.599953293800354},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.531349241733551},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.5198398232460022},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4611525535583496},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45334362983703613},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4487610161304474},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42554041743278503},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.415115088224411},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.400826096534729},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.3345777988433838},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3125128149986267},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.15536367893218994},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09695595502853394}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.9147585034370422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7536743879318237},{"id":"https://openalex.org/C153120616","wikidata":"https://www.wikidata.org/wiki/Q17068315","display_name":"Manifold alignment","level":4,"score":0.6288780570030212},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.599953293800354},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.531349241733551},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.5198398232460022},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4611525535583496},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45334362983703613},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4487610161304474},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42554041743278503},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.415115088224411},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.400826096534729},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.3345777988433838},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3125128149986267},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.15536367893218994},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09695595502853394},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3361533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3361533","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production"}],"awards":[{"id":"https://openalex.org/G5706006330","display_name":null,"funder_award_id":"52205062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6920906837","display_name":null,"funder_award_id":"52075095","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8194700181","display_name":null,"funder_award_id":"BK20220950","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1872896676","https://openalex.org/W2891171053","https://openalex.org/W2964063558","https://openalex.org/W2972641997","https://openalex.org/W2975761873","https://openalex.org/W2990705538","https://openalex.org/W2991521245","https://openalex.org/W2999342951","https://openalex.org/W3021632667","https://openalex.org/W3037995823","https://openalex.org/W3094539536","https://openalex.org/W3094558639","https://openalex.org/W3130586315","https://openalex.org/W3160064936","https://openalex.org/W3160845249","https://openalex.org/W3173071471","https://openalex.org/W3187042253","https://openalex.org/W3187798812","https://openalex.org/W3198038800","https://openalex.org/W3214512384","https://openalex.org/W3216537044","https://openalex.org/W4200114993","https://openalex.org/W4205237702","https://openalex.org/W4205483147","https://openalex.org/W4206495689","https://openalex.org/W4213075002","https://openalex.org/W4220680417","https://openalex.org/W4226069359","https://openalex.org/W4250657332","https://openalex.org/W4280565055","https://openalex.org/W4285297899","https://openalex.org/W4292321560","https://openalex.org/W4297063766","https://openalex.org/W4323914173","https://openalex.org/W4385814100","https://openalex.org/W4388281938","https://openalex.org/W4389331923","https://openalex.org/W4390422226"],"related_works":["https://openalex.org/W2387045723","https://openalex.org/W117517268","https://openalex.org/W2397338926","https://openalex.org/W2085003924","https://openalex.org/W2573981081","https://openalex.org/W2384392227","https://openalex.org/W2380477800","https://openalex.org/W1976359930","https://openalex.org/W2888431323","https://openalex.org/W2142781195"],"abstract_inverted_index":{"The":[0],"Industrial":[1],"Internet":[2],"of":[3,12,20,30,117,144],"Things":[4],"(IIoT)":[5],"greatly":[6],"facilitates":[7],"prognostics":[8,171],"and":[9,110,150,174],"health":[10],"management":[11],"complex":[13],"industrial":[14,31,35],"systems,":[15],"wherein":[16],"the":[17,24,45,66,77,91,121,151],"vast":[18],"amount":[19],"real-time":[21],"data":[22,37],"from":[23],"IIoT":[25],"improves":[26],"intelligent":[27],"predictive":[28],"maintenance":[29],"systems.":[32],"When":[33],"processing":[34],"IoT":[36],"across":[38,48,172],"devices,":[39],"traditional":[40],"subdomain":[41,103],"adaptation-based":[42],"methods":[43,60],"ignore":[44],"local":[46,111],"similarities":[47],"domains.":[49],"Also,":[50],"if":[51],"fault":[52],"classes":[53],"are":[54,124],"used":[55],"to":[56,89],"define":[57],"subdomains,":[58],"these":[59],"may":[61],"not":[62],"be":[63],"applicable":[64],"when":[65],"target":[67],"domain":[68],"is":[69,87,105,139,148],"unlabeled":[70],"or":[71],"has":[72],"limited":[73],"labels.":[74],"To":[75,126],"address":[76],"above":[78],"challenges,":[79],"a":[80,101,128,134],"Graph-embedded":[81],"Subdomain":[82],"Adaptation":[83],"Network":[84],"(GSAN)-based":[85],"approach":[86],"proposed":[88],"predict":[90],"remaining":[92],"useful":[93],"life":[94],"under":[95],"different":[96],"machines":[97],"in":[98],"IIoT.":[99],"Specifically,":[100],"manifold":[102,108,112,118],"representation":[104],"established":[106],"by":[107],"learning":[109],"discrepancies":[113],"between":[114],"each":[115,132],"pair":[116],"subdomains":[119],"with":[120],"highest":[122],"similarity":[123],"minimized.":[125],"maintain":[127],"divisible":[129],"margin":[130],"for":[131,167],"manifold,":[133],"self-supervised":[135],"intra-manifold":[136],"regularization":[137],"module":[138],"developed.":[140],"An":[141],"extensive":[142],"evaluation":[143],"six":[145],"transfer":[146],"scenarios":[147],"performed,":[149],"experimental":[152],"results":[153],"show":[154],"that":[155],"GSAN":[156],"can":[157,163],"achieve":[158],"more":[159],"significant":[160],"outcomes.":[161],"This":[162],"provide":[164],"some":[165],"guidance":[166],"future":[168],"work":[169],"on":[170],"devices":[173],"subdomains.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
