{"id":"https://openalex.org/W4408559966","doi":"https://doi.org/10.1016/j.trpro.2025.03.031","title":"Integrating big data and artificial intelligence in aircraft maintenance for enhanced efficiency and reliability","display_name":"Integrating big data and artificial intelligence in aircraft maintenance for enhanced efficiency and reliability","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408559966","doi":"https://doi.org/10.1016/j.trpro.2025.03.031"},"language":"en","primary_location":{"id":"doi:10.1016/j.trpro.2025.03.031","doi":"https://doi.org/10.1016/j.trpro.2025.03.031","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.trpro.2025.03.031","pdf_url":null,"source":{"id":"https://openalex.org/S2764743394","display_name":"Transportation research procedia","issn_l":"2352-1457","issn":["2352-1457","2352-1465"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","vabb-shw"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Procedia","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.trpro.2025.03.031","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081135964","display_name":"Igor Kabashkin","orcid":"https://orcid.org/0000-0003-4004-6620","observed_orcids":["https://orcid.org/0000-0003-4004-6620"]},"institutions":[{"id":"https://openalex.org/I24568809","display_name":"Transport and Telecommunication Institute","ror":"https://ror.org/01628w679","country_code":"LV","type":"education","lineage":["https://openalex.org/I24568809"]}],"countries":["LV"],"is_corresponding":true,"raw_author_name":"Igor Kabashkin","raw_affiliation_strings":["Transport and Telecommunication Institute, Lomonosov str. 1, Riga, Latvia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transport and Telecommunication Institute, Lomonosov str. 1, Riga, Latvia","institution_ids":["https://openalex.org/I24568809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093281586","display_name":"Vladimir Perekrestov","orcid":"https://orcid.org/0009-0001-1368-7708","observed_orcids":["https://orcid.org/0009-0001-1368-7708"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vladimir Perekrestov","raw_affiliation_strings":["Sky Net Technics FZ-LLC: RAKEZ Business Zone-FZ, Business Center 03, B04-223, Ras Al-Khaimah, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sky Net Technics FZ-LLC: RAKEZ Business Zone-FZ, Business Center 03, B04-223, Ras Al-Khaimah, United Arab Emirates","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081135964"],"corresponding_institution_ids":["https://openalex.org/I24568809"],"apc_list":null,"apc_paid":null,"fwci":2.1481,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.86329557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"83","issue":null,"first_page":"601","last_page":"608"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13293","display_name":"Engineering and Test Systems","score":0.836899995803833,"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"}},"topics":[{"id":"https://openalex.org/T13293","display_name":"Engineering and Test Systems","score":0.836899995803833,"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/T13954","display_name":"Aerospace Engineering and Applications","score":0.10949999839067459,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.023499999195337296,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/aircraft-maintenance","display_name":"aircraft maintenance","score":1.0},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.9570000171661377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9959999918937683},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"digital transformation","score":0.925000011920929},{"id":"https://openalex.org/keywords/aircraft-availability","display_name":"aircraft availability","score":0.9750000238418579},{"id":"https://openalex.org/keywords/maintenance-cost-reduction","display_name":"maintenance cost reduction","score":0.9160000085830688}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.750407338142395},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6176799535751343},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5786767601966858},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5620330572128296},{"id":"https://openalex.org/C107545201","wikidata":"https://www.wikidata.org/wiki/Q906438","display_name":"Aircraft maintenance","level":2,"score":0.4480776786804199},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3481104075908661},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.21791169047355652},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21172767877578735},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.trpro.2025.03.031","doi":"https://doi.org/10.1016/j.trpro.2025.03.031","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.trpro.2025.03.031","pdf_url":null,"source":{"id":"https://openalex.org/S2764743394","display_name":"Transportation research procedia","issn_l":"2352-1457","issn":["2352-1457","2352-1465"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","vabb-shw"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Procedia","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.trpro.2025.03.031","doi":"https://doi.org/10.1016/j.trpro.2025.03.031","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.trpro.2025.03.031","pdf_url":null,"source":{"id":"https://openalex.org/S2764743394","display_name":"Transportation research procedia","issn_l":"2352-1457","issn":["2352-1457","2352-1465"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","vabb-shw"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Procedia","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8970999717712402,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W327290616","https://openalex.org/W1995493362","https://openalex.org/W2043164977","https://openalex.org/W2912227653","https://openalex.org/W2979862132","https://openalex.org/W3036110043","https://openalex.org/W3128415578","https://openalex.org/W4213158576","https://openalex.org/W4382983205","https://openalex.org/W4386495963","https://openalex.org/W4387940393","https://openalex.org/W4388765567","https://openalex.org/W4391382445"],"related_works":["https://openalex.org/W4401614652","https://openalex.org/W7220699458","https://openalex.org/W7162941857","https://openalex.org/W4402391877","https://openalex.org/W7162136141","https://openalex.org/W7125390677","https://openalex.org/W7117410037","https://openalex.org/W4409862676","https://openalex.org/W4416703070","https://openalex.org/W4398202214"],"abstract_inverted_index":{"The":[0,70],"paper":[1,71],"explores":[2],"the":[3,22,40,73,77,86,110],"challenges":[4],"in":[5,24,34,114],"aircraft":[6,94],"maintenance":[7,26,58],"and":[8,16,32,38,52,56,63,85,96,104],"proposes":[9,39],"a":[10,65],"digital":[11],"transformation":[12],"using":[13],"big":[14],"data":[15],"artificial":[17],"intelligence":[18],"(AI).":[19],"It":[20,99],"highlights":[21],"inefficiencies":[23],"current":[25],"practices,":[27],"such":[28],"as":[29],"inconsistent":[30],"record-keeping":[31],"difficulty":[33],"analyzing":[35],"unstructured":[36],"logs":[37],"AI-based":[41],"Maintenance":[42,111],"Advisor":[43,112],"(MA)":[44],"platform.":[45],"This":[46],"platform":[47],"aims":[48],"to":[49],"reduce":[50],"costs":[51],"delays":[53],"by":[54],"digitizing":[55],"structuring":[57],"data,":[59],"enabling":[60],"AI-driven":[61],"troubleshooting,":[62,90],"creating":[64],"knowledge":[66],"base":[67],"for":[68,108],"technicians.":[69],"discusses":[72],"conceptual":[74],"architecture":[75],"of":[76,88],"platform,":[78],"its":[79],"capabilities":[80],"like":[81],"AI":[82],"diagnostic":[83],"assistants,":[84],"benefits":[87],"faster":[89],"fewer":[91],"misdiagnoses,":[92],"improved":[93],"availability,":[95],"cost":[97],"savings.":[98],"also":[100],"addresses":[101],"implementation":[102],"considerations":[103],"concludes":[105],"with":[106],"recommendations":[107],"realizing":[109],"vision":[113],"aviation":[115],"maintenance.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-03-19T00:00:00"}
