{"id":"https://openalex.org/W4408249077","doi":"https://doi.org/10.1016/j.engappai.2026.115275","title":"A Deep Learning Method for Drilling Condition Identification Based on Data Oversampling and Automated Feature Extraction","display_name":"A Deep Learning Method for Drilling Condition Identification Based on Data Oversampling and Automated Feature Extraction","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408249077","doi":"https://doi.org/10.1016/j.engappai.2026.115275"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2026.115275","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115275","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.5171032","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100442258","display_name":"Xi Wang","orcid":"https://orcid.org/0000-0002-5066-0088"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xi Wang","raw_affiliation_strings":["Hubei Key Laboratory of Oil and Gas Drilling and Production Engineering (Yangtze University), Hubei Province, Wuhan, 430100, China","School of Petroleum Engineering, Yangtze University: National Engineering Research Center for Oil & Gas Drilling and Completion Technology., Wuhan, 430100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Oil and Gas Drilling and Production Engineering (Yangtze University), Hubei Province, Wuhan, 430100, China","institution_ids":[]},{"raw_affiliation_string":"School of Petroleum Engineering, Yangtze University: National Engineering Research Center for Oil & Gas Drilling and Completion Technology., Wuhan, 430100, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fengjia Peng","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fengjia Peng","raw_affiliation_strings":["Hubei Key Laboratory of Oil and Gas Drilling and Production Engineering (Yangtze University), Hubei Province, Wuhan, 430100, China","School of Petroleum Engineering, Yangtze University: National Engineering Research Center for Oil & Gas Drilling and Completion Technology., Wuhan, 430100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Oil and Gas Drilling and Production Engineering (Yangtze University), Hubei Province, Wuhan, 430100, China","institution_ids":[]},{"raw_affiliation_string":"School of Petroleum Engineering, Yangtze University: National Engineering Research Center for Oil & Gas Drilling and Completion Technology., Wuhan, 430100, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100615750","display_name":"Siyang Li","orcid":"https://orcid.org/0000-0001-5479-3999"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siyang Li","raw_affiliation_strings":["Changqing Drilling Corporation, CNPC Chuanqing Drilling Engineering Co. Ltd., Xi'an, Shaanxi, 710018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changqing Drilling Corporation, CNPC Chuanqing Drilling Engineering Co. Ltd., Xi'an, Shaanxi, 710018, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438050","display_name":"Zhiqiang Li","orcid":"https://orcid.org/0000-0002-0259-8910"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhiqiang Li","raw_affiliation_strings":["Changqing Drilling Corporation, CNPC Chuanqing Drilling Engineering Co. Ltd., Xi'an, Shaanxi, 710018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changqing Drilling Corporation, CNPC Chuanqing Drilling Engineering Co. Ltd., Xi'an, Shaanxi, 710018, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100406150","display_name":"Feifei Zhang","orcid":"https://orcid.org/0000-0002-8153-9977"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feifei Zhang","raw_affiliation_strings":["Hubei Key Laboratory of Oil and Gas Drilling and Production Engineering (Yangtze University), Hubei Province, Wuhan, 430100, China","School of Petroleum Engineering, Yangtze University: National Engineering Research Center for Oil & Gas Drilling and Completion Technology., Wuhan, 430100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Oil and Gas Drilling and Production Engineering (Yangtze University), Hubei Province, Wuhan, 430100, China","institution_ids":[]},{"raw_affiliation_string":"School of Petroleum Engineering, Yangtze University: National Engineering Research Center for Oil & Gas Drilling and Completion Technology., Wuhan, 430100, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0449172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"179","issue":null,"first_page":"115275","last_page":"115275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.9819999933242798,"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":0.9819999933242798,"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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9480999708175659,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.940500020980835,"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/oversampling","display_name":"Oversampling","score":0.8859167098999023},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6804980039596558},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6714388132095337},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6596582531929016},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6244018077850342},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.575833797454834},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5165402293205261},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5009233951568604},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46793457865715027},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3732658922672272},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32195156812667847},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.12008798122406006},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.0744788646697998}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.8859167098999023},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6804980039596558},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6714388132095337},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6596582531929016},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6244018077850342},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.575833797454834},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5165402293205261},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5009233951568604},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46793457865715027},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3732658922672272},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32195156812667847},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.12008798122406006},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0744788646697998},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.engappai.2026.115275","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115275","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.5171032","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5171032","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.5171032","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5171032","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"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":"posted-content"},"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313620","display_name":"Hubei Provincial Department of Education","ror":"https://ror.org/05yaa9j15"},{"id":"https://openalex.org/F4320330031","display_name":"Science and Technology Department of Hubei Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1596515083","https://openalex.org/W2110065044","https://openalex.org/W2761075141","https://openalex.org/W2802314367","https://openalex.org/W2971396385","https://openalex.org/W3034650994","https://openalex.org/W3044282919","https://openalex.org/W3120093105","https://openalex.org/W3140569390","https://openalex.org/W3179864625","https://openalex.org/W4223960733","https://openalex.org/W4280583662","https://openalex.org/W4281400983","https://openalex.org/W4313421210","https://openalex.org/W4315474417","https://openalex.org/W4320005633","https://openalex.org/W4320035033","https://openalex.org/W4362605699","https://openalex.org/W4362716292","https://openalex.org/W4379054004","https://openalex.org/W4385454814","https://openalex.org/W4386200050","https://openalex.org/W4386883181","https://openalex.org/W4387230549","https://openalex.org/W4389640754","https://openalex.org/W4389882189","https://openalex.org/W4391745898","https://openalex.org/W4392128049","https://openalex.org/W4392356648","https://openalex.org/W4392946498","https://openalex.org/W4396544811","https://openalex.org/W4400388429","https://openalex.org/W4400829948","https://openalex.org/W4401830583","https://openalex.org/W4403845092"],"related_works":["https://openalex.org/W2766503024","https://openalex.org/W2781247653","https://openalex.org/W4206637278","https://openalex.org/W4386005305","https://openalex.org/W4386214543","https://openalex.org/W3082051559","https://openalex.org/W1969988626","https://openalex.org/W1682621979","https://openalex.org/W2141301039","https://openalex.org/W3173198409"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-28T08:01:55.173337","created_date":"2025-10-10T00:00:00"}