{"id":"https://openalex.org/W4407638275","doi":"https://doi.org/10.1109/jiot.2025.3542404","title":"Robust Fault Diagnosis of Drilling Machinery Under Complex Working Conditions Based on Carbon-Intelligent Industrial Internet of Things","display_name":"Robust Fault Diagnosis of Drilling Machinery Under Complex Working Conditions Based on Carbon-Intelligent Industrial Internet of Things","publication_year":2025,"publication_date":"2025-02-17","ids":{"openalex":"https://openalex.org/W4407638275","doi":"https://doi.org/10.1109/jiot.2025.3542404"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3542404","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3542404","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":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Robust_Fault_Diagnosis_of_Drilling_Machinery_Under_Complex_Working_Conditions_Based_on_Carbon_Intelligent_Industrial_Internet_of_Things/32553903","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116295651","display_name":"Kai Fang","orcid":null},"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":"Kai Fang","raw_affiliation_strings":["College of Energy and Power Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0002-2104-5972","affiliations":[{"raw_affiliation_string":"College of Energy and Power Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062615193","display_name":"Lianghuai Tong","orcid":"https://orcid.org/0009-0008-8436-0471"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lianghuai Tong","raw_affiliation_strings":["Quzhou Academy of Metrology and Quality Inspection, Quzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quzhou Academy of Metrology and Quality Inspection, Quzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103435820","display_name":"Xiaojie Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaojie Xu","raw_affiliation_strings":["Quzhou Academy of Metrology and Quality Inspection, Quzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quzhou Academy of Metrology and Quality Inspection, Quzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000947296","display_name":"Jijing Cai","orcid":"https://orcid.org/0009-0009-9965-8454"},"institutions":[{"id":"https://openalex.org/I1284762954","display_name":"Zhejiang A & F University","ror":"https://ror.org/02vj4rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I1284762954"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jijing Cai","raw_affiliation_strings":["College of Mathematics and Computer Science, Zhejiang A&F University, Hangzhou, China","College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0009-9965-8454","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A&F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]},{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065360024","display_name":"Xueyuan Peng","orcid":"https://orcid.org/0000-0003-2003-1245"},"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":"Xueyuan Peng","raw_affiliation_strings":["College of Energy and Power Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-2003-1245","affiliations":[{"raw_affiliation_string":"College of Energy and Power Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026101339","display_name":"Marwan Omar","orcid":"https://orcid.org/0000-0002-3392-0052"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marwan Omar","raw_affiliation_strings":["Illinois Institute of Technology, Chicago, IL, USA","Information Technology and Management, Illinois Institute of Technology, USA"],"raw_orcid":"https://orcid.org/0000-0002-3392-0052","affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"Information Technology and Management, Illinois Institute of Technology, USA","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088617561","display_name":"Ali Kashif Bashir","orcid":"https://orcid.org/0000-0003-2601-9327"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ali Kashif Bashir","raw_affiliation_strings":["Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, U.K","Department of Computing and Mathematics, Manchester Metropolitan University, UK"],"raw_orcid":"https://orcid.org/0000-0003-2601-9327","affiliations":[{"raw_affiliation_string":"Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, U.K","institution_ids":["https://openalex.org/I11983389"]},{"raw_affiliation_string":"Department of Computing and Mathematics, Manchester Metropolitan University, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391896","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-1717-5785"},"institutions":[{"id":"https://openalex.org/I4388482657","display_name":"Shenzhen MSU-BIT University","ror":"https://ror.org/02q963474","country_code":null,"type":"education","lineage":["https://openalex.org/I4388482657"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Guangdong-Hong Kong-Macao Joint Laboratory for Emotion Intelligence and Pervasive Computing, Artificial Intelligence Research Institute, Shenzhen MSU-BIT University, Shenzhen, China","Artificial Intelligence Research Institute, Guangdong-Hong Kong-Macao Joint Laboratory for Emotion Intelligence and Pervasive Computing, Shenzhen MSU-BIT University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-1717-5785","affiliations":[{"raw_affiliation_string":"Guangdong-Hong Kong-Macao Joint Laboratory for Emotion Intelligence and Pervasive Computing, Artificial Intelligence Research Institute, Shenzhen MSU-BIT University, Shenzhen, China","institution_ids":["https://openalex.org/I4388482657"]},{"raw_affiliation_string":"Artificial Intelligence Research Institute, Guangdong-Hong Kong-Macao Joint Laboratory for Emotion Intelligence and Pervasive Computing, Shenzhen MSU-BIT University, Shenzhen, China","institution_ids":["https://openalex.org/I4388482657"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.0525,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.94886981,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"12","issue":"17","first_page":"34663","last_page":"34678"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.7735000252723694,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10892","display_name":"Drilling and Well Engineering","score":0.7735000252723694,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.7414000034332275,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/internet-of-things","display_name":"Internet of Things","score":0.716347873210907},{"id":"https://openalex.org/keywords/industrial-internet","display_name":"Industrial Internet","score":0.695975661277771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6809418201446533},{"id":"https://openalex.org/keywords/drilling","display_name":"Drilling","score":0.590701699256897},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.49009689688682556},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4633425176143646},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3162781000137329},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2137303650379181},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1434515118598938},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.10921597480773926},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09423744678497314}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.716347873210907},{"id":"https://openalex.org/C202839342","wikidata":"https://www.wikidata.org/wiki/Q60740481","display_name":"Industrial Internet","level":3,"score":0.695975661277771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6809418201446533},{"id":"https://openalex.org/C25197100","wikidata":"https://www.wikidata.org/wiki/Q890886","display_name":"Drilling","level":2,"score":0.590701699256897},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.49009689688682556},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4633425176143646},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3162781000137329},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2137303650379181},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1434515118598938},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.10921597480773926},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09423744678497314},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/jiot.2025.3542404","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3542404","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"},{"id":"pmh:oai:e-space.mmu.ac.uk:638636","is_oa":false,"landing_page_url":"https://orcid.org/0009-0002-2104-5972","pdf_url":null,"source":{"id":"https://openalex.org/S4306401617","display_name":"e-space (Manchester Metropolitan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11983389","host_organization_name":"Manchester Metropolitan University","host_organization_lineage":["https://openalex.org/I11983389"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:figshare.com:article/32553903","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Robust_Fault_Diagnosis_of_Drilling_Machinery_Under_Complex_Working_Conditions_Based_on_Carbon_Intelligent_Industrial_Internet_of_Things/32553903","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/32553903","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Robust_Fault_Diagnosis_of_Drilling_Machinery_Under_Complex_Working_Conditions_Based_on_Carbon_Intelligent_Industrial_Internet_of_Things/32553903","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G6161602508","display_name":null,"funder_award_id":"62403433","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W3105413961","https://openalex.org/W3164643337","https://openalex.org/W3169802551","https://openalex.org/W3177200177","https://openalex.org/W3193930321","https://openalex.org/W3213828748","https://openalex.org/W3214646469","https://openalex.org/W4206586402","https://openalex.org/W4225949809","https://openalex.org/W4283819695","https://openalex.org/W4292290851","https://openalex.org/W4307715638","https://openalex.org/W4312399383","https://openalex.org/W4313306374","https://openalex.org/W4313594912","https://openalex.org/W4315866203","https://openalex.org/W4319236804","https://openalex.org/W4319992826","https://openalex.org/W4321488355","https://openalex.org/W4323653529","https://openalex.org/W4361292570","https://openalex.org/W4365128558","https://openalex.org/W4376481080","https://openalex.org/W4378194932","https://openalex.org/W4381548641","https://openalex.org/W4382045866","https://openalex.org/W4382940577","https://openalex.org/W4385237229","https://openalex.org/W4385306819","https://openalex.org/W4385813399","https://openalex.org/W4386254442","https://openalex.org/W4386398055","https://openalex.org/W4387092343","https://openalex.org/W4388102747","https://openalex.org/W4388557811","https://openalex.org/W4388562581","https://openalex.org/W4388776331","https://openalex.org/W4390708023","https://openalex.org/W4393139844","https://openalex.org/W4400235880","https://openalex.org/W4400409699","https://openalex.org/W6867176674"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W3212933010","https://openalex.org/W4390610562","https://openalex.org/W4400212587"],"abstract_inverted_index":{"As":[0],"sustainable":[1],"development":[2],"gains":[3],"attention,":[4],"integrating":[5],"carbon-intelligent":[6],"computing":[7],"into":[8,138],"fault":[9,53,92,119,136,145,192,233],"diagnosis":[10,120,193,234],"systems":[11],"has":[12],"emerged":[13],"as":[14,58],"a":[15,116],"critical":[16],"strategy":[17],"to":[18,37,174,242],"reduce":[19],"energy":[20,45],"consumption":[21],"and":[22,31,50,61,90,108,112,187,218,227,238],"carbon":[23],"footprints.":[24],"This":[25],"approach":[26],"uses":[27],"artificial":[28],"intelligence":[29],"(AI)":[30],"the":[32,104,142,162,179,201,229],"Internet":[33],"of":[34,69,144,161,200],"Things":[35],"(IoT)":[36],"optimize":[38],"task":[39],"scheduling,":[40],"aligning":[41],"it":[42],"with":[43,103],"low-carbon":[44],"sources":[46],"based":[47],"on":[48,211,215],"time":[49],"location.":[51],"In":[52,222],"diagnosis,":[54],"energy-intensive":[55],"tasks,":[56],"such":[57],"data":[59],"processing":[60],"model":[62,121,204,219,231],"inference,":[63],"can":[64],"be":[65],"scheduled":[66],"during":[67],"periods":[68],"abundant":[70],"renewable":[71],"energy,":[72],"thereby":[73],"minimizing":[74],"emissions.":[75],"However,":[76],"drilling":[77,123],"machines":[78],"operate":[79],"under":[80,194],"complex":[81,195],"conditions":[82],"that":[83],"generate":[84],"nonstationary":[85],"noise,":[86],"which":[87,134,184],"distorts":[88],"signals":[89],"complicates":[91],"diagnosis.":[93],"Therefore,":[94],"this":[95],"article":[96],"combines":[97,185],"bidirectional":[98],"long":[99],"short-term":[100],"memory":[101],"(BiLSTM)":[102],"Kolmogorov-Arnold":[105],"network":[106],"(KAN)":[107],"integrates":[109],"Wavelet":[110,128],"Transform":[111,129],"Convolutional":[113,149],"Autoencoder,":[114],"proposing":[115],"highly":[117,190],"robust":[118,191],"for":[122],"machines,":[124],"named":[125],"WCBK.":[126],"The":[127,148,198],"converts":[130],"pressure":[131],"time-series":[132],"data,":[133],"contains":[135],"information,":[137],"time-frequency":[139,169],"images,":[140],"facilitating":[141],"detection":[143],"frequency":[146],"components.":[147],"Autoencoder":[150],"preserves":[151],"essential":[152],"features":[153,167],"while":[154],"removing":[155],"noise":[156],"by":[157,236],"learning":[158,182],"low-dimensional":[159],"representations":[160],"signal,":[163],"effectively":[164],"capturing":[165],"local":[166,172],"in":[168],"images":[170],"through":[171,207],"connections":[173],"enhance":[175],"denoising":[176],"performance.":[177],"Finally,":[178],"composite":[180],"deep":[181],"network,":[183],"BiLSTM":[186],"KAN,":[188],"achieves":[189],"working":[196],"conditions.":[197],"effectiveness":[199],"proposed":[202],"WCBK":[203,230],"was":[205],"validated":[206],"ablation":[208],"experiments,":[209],"experiments":[210,214,223],"different":[212,216,225],"individuals,":[213],"parts,":[217,228],"adaptability":[220],"evaluations.":[221],"involving":[224],"individuals":[226],"improved":[232],"accuracy":[235],"10.9%":[237],"8.8%,":[239],"respectively,":[240],"compared":[241],"existing":[243],"models.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}