{"id":"https://openalex.org/W7169726702","doi":"https://doi.org/10.20965/jaciii.2026.p1004","title":"Fault Detection and Diagnosis Based on Sparse Autoencoder for Tunnel Drilling Rig in Underground Coal Mine","display_name":"Fault Detection and Diagnosis Based on Sparse Autoencoder for Tunnel Drilling Rig in Underground Coal Mine","publication_year":2026,"publication_date":"2026-07-19","ids":{"openalex":"https://openalex.org/W7169726702","doi":"https://doi.org/10.20965/jaciii.2026.p1004"},"language":"en","primary_location":{"id":"doi:10.20965/jaciii.2026.p1004","is_oa":true,"landing_page_url":"https://doi.org/10.20965/jaciii.2026.p1004","pdf_url":null,"source":{"id":"https://openalex.org/S4511983","display_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","issn_l":"1343-0130","issn":["1343-0130","1883-8014"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4324309662","host_organization_name":"Fuji Technology Press Ltd.","host_organization_lineage":["https://openalex.org/P4324309662"],"host_organization_lineage_names":["Fuji Technology Press Ltd."],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.20965/jaciii.2026.p1004","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100775392","display_name":"Haitao Song","orcid":"https://orcid.org/0000-0002-0947-6529"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210141776","display_name":"China XD Group (China)","ror":"https://ror.org/04ceqst84","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210141776"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haitao Song","raw_affiliation_strings":["CCTEG Xi\u2019an Research Institute (Group) Co., Ltd., No.82 Jinye 1st Road, Gaoxin District, Xi\u2019an, Shaanxi 710077, China","School of Artificial Intelligence and Automation, China University of Geosciences, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CCTEG Xi\u2019an Research Institute (Group) Co., Ltd., No.82 Jinye 1st Road, Gaoxin District, Xi\u2019an, Shaanxi 710077, China","institution_ids":["https://openalex.org/I4210141776"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, China University of Geosciences, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141147728","display_name":"Shatie Zuo","orcid":null},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shatie Zuo","raw_affiliation_strings":["School of Future Technology, China University of Geosciences, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Future Technology, China University of Geosciences, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136694811","display_name":"Aoxue Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aoxue Yang","raw_affiliation_strings":["Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","School of Artificial Intelligence and Automation, China University of Geosciences, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","institution_ids":[]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, China University of Geosciences, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031736437","display_name":"Yafeng Yao","orcid":"https://orcid.org/0000-0001-6431-4699"},"institutions":[{"id":"https://openalex.org/I4210141776","display_name":"China XD Group (China)","ror":"https://ror.org/04ceqst84","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210141776"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yafeng Yao","raw_affiliation_strings":["CCTEG Xi\u2019an Research Institute (Group) Co., Ltd., No.82 Jinye 1st Road, Gaoxin District, Xi\u2019an, Shaanxi 710077, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CCTEG Xi\u2019an Research Institute (Group) Co., Ltd., No.82 Jinye 1st Road, Gaoxin District, Xi\u2019an, Shaanxi 710077, China","institution_ids":["https://openalex.org/I4210141776"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042853971","display_name":"Xuzhi Lai","orcid":"https://orcid.org/0000-0002-5672-6762"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuzhi Lai","raw_affiliation_strings":["Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","School of Artificial Intelligence and Automation, China University of Geosciences, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","institution_ids":[]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, China University of Geosciences, No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85868415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"4","first_page":"1004","last_page":"1014"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":0.31700000166893005,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.31700000166893005,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.12020000070333481,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10892","display_name":"Drilling and Well Engineering","score":0.10599999874830246,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/coal-mining","display_name":"Coal mining","score":0.7878000140190125},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.7641000151634216},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6000999808311462},{"id":"https://openalex.org/keywords/drilling","display_name":"Drilling","score":0.5764999985694885},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5047000050544739},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4458000063896179},{"id":"https://openalex.org/keywords/underground-mining","display_name":"Underground mining (soft rock)","score":0.3977000117301941}],"concepts":[{"id":"https://openalex.org/C108615695","wikidata":"https://www.wikidata.org/wiki/Q12880211","display_name":"Coal mining","level":3,"score":0.7878000140190125},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7641000151634216},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6068000197410583},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6000999808311462},{"id":"https://openalex.org/C25197100","wikidata":"https://www.wikidata.org/wiki/Q890886","display_name":"Drilling","level":2,"score":0.5764999985694885},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5047000050544739},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4458000063896179},{"id":"https://openalex.org/C16674752","wikidata":"https://www.wikidata.org/wiki/Q1370637","display_name":"Mining engineering","level":1,"score":0.4406999945640564},{"id":"https://openalex.org/C2780486870","wikidata":"https://www.wikidata.org/wiki/Q105965361","display_name":"Underground mining (soft rock)","level":4,"score":0.3977000117301941},{"id":"https://openalex.org/C518851703","wikidata":"https://www.wikidata.org/wiki/Q24489","display_name":"Coal","level":2,"score":0.3763999938964844},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3716000020503998},{"id":"https://openalex.org/C186096623","wikidata":"https://www.wikidata.org/wiki/Q5610964","display_name":"Ground pressure","level":2,"score":0.357699990272522},{"id":"https://openalex.org/C2780054715","wikidata":"https://www.wikidata.org/wiki/Q12688575","display_name":"Drilling rig","level":3,"score":0.3312000036239624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3147999942302704},{"id":"https://openalex.org/C28860762","wikidata":"https://www.wikidata.org/wiki/Q7246974","display_name":"Problems in coal mining","level":4,"score":0.3127000033855438},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2741999924182892},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.258899986743927}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.20965/jaciii.2026.p1004","is_oa":true,"landing_page_url":"https://doi.org/10.20965/jaciii.2026.p1004","pdf_url":null,"source":{"id":"https://openalex.org/S4511983","display_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","issn_l":"1343-0130","issn":["1343-0130","1883-8014"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4324309662","host_organization_name":"Fuji Technology Press Ltd.","host_organization_lineage":["https://openalex.org/P4324309662"],"host_organization_lineage_names":["Fuji Technology Press Ltd."],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.20965/jaciii.2026.p1004","is_oa":true,"landing_page_url":"https://doi.org/10.20965/jaciii.2026.p1004","pdf_url":null,"source":{"id":"https://openalex.org/S4511983","display_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","issn_l":"1343-0130","issn":["1343-0130","1883-8014"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4324309662","host_organization_name":"Fuji Technology Press Ltd.","host_organization_lineage":["https://openalex.org/P4324309662"],"host_organization_lineage_names":["Fuji Technology Press Ltd."],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Advanced Computational Intelligence and Intelligent Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G26576258","display_name":null,"funder_award_id":"B17040","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G2995414418","display_name":null,"funder_award_id":"2022YFB4703600","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G932566008","display_name":null,"funder_award_id":"62503441","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/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null},{"id":"https://openalex.org/F4320328899","display_name":"China University of Geosciences","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2324044936","https://openalex.org/W2404692435","https://openalex.org/W2740570963","https://openalex.org/W2973514646","https://openalex.org/W2998506103","https://openalex.org/W3112055870","https://openalex.org/W3122347867","https://openalex.org/W3131903265","https://openalex.org/W3134162419","https://openalex.org/W3164825936","https://openalex.org/W3167312240","https://openalex.org/W3184578020","https://openalex.org/W4320478463","https://openalex.org/W4365816807","https://openalex.org/W4387129316","https://openalex.org/W4389264931","https://openalex.org/W4391378450","https://openalex.org/W4393139844","https://openalex.org/W4394834655","https://openalex.org/W4399433489","https://openalex.org/W4400394714","https://openalex.org/W4401361393","https://openalex.org/W4402834330"],"related_works":[],"abstract_inverted_index":{"Tunnel":[0],"drilling":[1,120,147],"rig":[2,121],"is":[3,122],"the":[4,119,125,134,152,155,158],"key":[5],"equipment":[6],"used":[7],"for":[8,17],"exploration":[9],"in":[10,20,46,55],"underground":[11],"coal":[12],"mine.":[13],"Because":[14],"it":[15,69],"operates":[16],"long":[18],"periods":[19],"environments":[21],"characterized":[22],"by":[23,132],"high":[24],"humidity,":[25],"intense":[26],"vibration,":[27],"pressure":[28],"fluctuations,":[29],"and":[30,52,75,80,106,151],"unstable":[31],"geological":[32],"formations,":[33],"various":[34],"faults":[35,42],"tend":[36],"to":[37,71],"appear":[38],"frequently.":[39],"If":[40],"these":[41,86],"are":[43,109,129,149],"not":[44],"identified":[45],"time,":[47],"they":[48],"may":[49],"gradually":[50],"worsen":[51],"ultimately":[53],"result":[54],"severe":[56],"accidents.":[57],"Traditional":[58],"fault":[59,92],"detection":[60,93],"methods":[61],"mainly":[62],"rely":[63],"on":[64,96,145],"manual":[65],"inspection,":[66],"which":[67],"makes":[68],"difficult":[70],"obtain":[72],"reliable":[73],"information":[74],"respond":[76],"effectively":[77],"under":[78],"complex":[79],"changing":[81],"working":[82],"conditions.":[83],"To":[84],"overcome":[85],"shortcomings,":[87],"this":[88],"study":[89],"proposes":[90],"a":[91,97,114,139],"approach":[94],"based":[95,144],"sparse":[98,126],"autoencoder.":[99,127],"The":[100],"raw":[101],"signals,":[102],"including":[103],"pressure,":[104],"speed,":[105],"feed":[107],"rate,":[108],"first":[110],"preprocessed.":[111],"After":[112],"that,":[113],"normal":[115],"operating":[116],"model":[117],"of":[118,157],"learned":[123],"through":[124],"Faults":[128],"then":[130],"detected":[131],"comparing":[133],"real-time":[135],"reconstruction":[136],"errors":[137],"with":[138],"preset":[140],"threshold.":[141],"Finally,":[142],"experiments":[143],"actual":[146],"data":[148],"performed,":[150],"results":[153],"demonstrate":[154],"effectiveness":[156],"proposed":[159],"method.":[160]},"counts_by_year":[],"updated_date":"2026-07-20T05:57:42.737021","created_date":"2026-07-20T00:00:00"}
