{"id":"https://openalex.org/W2986803103","doi":"https://doi.org/10.1080/17477778.2019.1680261","title":"Simulation-based fuzzy-rough nearest neighbour fault classification and prediction for aircraft maintenance","display_name":"Simulation-based fuzzy-rough nearest neighbour fault classification and prediction for aircraft maintenance","publication_year":2019,"publication_date":"2019-11-03","ids":{"openalex":"https://openalex.org/W2986803103","doi":"https://doi.org/10.1080/17477778.2019.1680261","mag":"2986803103"},"language":"en","primary_location":{"id":"doi:10.1080/17477778.2019.1680261","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17477778.2019.1680261","pdf_url":null,"source":{"id":"https://openalex.org/S207180383","display_name":"Journal of Simulation","issn_l":"1747-7778","issn":["1747-7778","1747-7786","1774-7786"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Simulation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02344426","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080844487","display_name":"Yinling Liu","orcid":"https://orcid.org/0000-0002-9711-2118"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Yinling Liu","raw_affiliation_strings":["Laboratoire DISP (EA4570), Universit\u00e9 de Lyon, INSA, Lyon, France"],"raw_orcid":"https://orcid.org/0000-0002-9711-2118","affiliations":[{"raw_affiliation_string":"Laboratoire DISP (EA4570), Universit\u00e9 de Lyon, INSA, Lyon, France","institution_ids":["https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453421","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0001-8100-6743"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I86767153","display_name":"Universit\u00e9 Jean Monnet","ror":"https://ror.org/04yznqr36","country_code":"FR","type":"education","lineage":["https://openalex.org/I86767153"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["Laboratoire DISP (EA4570), Universit\u00e9 de Lyon, Universit\u00e9 Jean Monnet, Roanne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire DISP (EA4570), Universit\u00e9 de Lyon, Universit\u00e9 Jean Monnet, Roanne, France","institution_ids":["https://openalex.org/I86767153","https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101788669","display_name":"Haiqing Zhang","orcid":"https://orcid.org/0000-0002-4032-4080"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiqing Zhang","raw_affiliation_strings":["School of Software Engineering, Chengdu University Information Technology, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Chengdu University Information Technology, Chengdu, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060704354","display_name":"Vincent Cheutet","orcid":"https://orcid.org/0000-0003-1920-2609"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Cheutet","raw_affiliation_strings":["Laboratoire DISP (EA4570), Universit\u00e9 de Lyon, INSA, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire DISP (EA4570), Universit\u00e9 de Lyon, INSA, Lyon, France","institution_ids":["https://openalex.org/I100532134"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080844487"],"corresponding_institution_ids":["https://openalex.org/I100532134"],"apc_list":null,"apc_paid":null,"fwci":0.7999,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76352224,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"15","issue":"3","first_page":"202","last_page":"216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/2607","display_name":"Discrete Mathematics and Combinatorics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/sequence","display_name":"Sequence (biology)","score":0.5780360698699951},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5327045321464539},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.530958354473114},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5260931253433228},{"id":"https://openalex.org/keywords/nearest-neighbour","display_name":"Nearest neighbour","score":0.4415135681629181},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4095703959465027},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3308188319206238},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3241578936576843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29742950201034546}],"concepts":[{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5780360698699951},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5327045321464539},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.530958354473114},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5260931253433228},{"id":"https://openalex.org/C2983946233","wikidata":"https://www.wikidata.org/wiki/Q4088109","display_name":"Nearest neighbour","level":2,"score":0.4415135681629181},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4095703959465027},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3308188319206238},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3241578936576843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29742950201034546},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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:10.1080/17477778.2019.1680261","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17477778.2019.1680261","pdf_url":null,"source":{"id":"https://openalex.org/S207180383","display_name":"Journal of Simulation","issn_l":"1747-7778","issn":["1747-7778","1747-7786","1774-7786"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Simulation","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02344426v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02344426","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Simulation, 2021, 15 (3), pp.202-216. ⟨10.1080/17477778.2019.1680261⟩","raw_type":"Journal articles"},{"id":"pmh:oai:RePEc:taf:tjsmxx:v:15:y:2021:i:3:p:202-216","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/17477778.2019.1680261","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02344426v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02344426","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Simulation, 2021, 15 (3), pp.202-216. ⟨10.1080/17477778.2019.1680261⟩","raw_type":"Journal articles"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4644062229","display_name":null,"funder_award_id":"201606830051","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W264722012","https://openalex.org/W653365980","https://openalex.org/W1497968089","https://openalex.org/W1505792502","https://openalex.org/W1990411923","https://openalex.org/W2002680690","https://openalex.org/W2058235629","https://openalex.org/W2088252378","https://openalex.org/W2116349459","https://openalex.org/W2116845130","https://openalex.org/W2122765909","https://openalex.org/W2132846943","https://openalex.org/W2135971422","https://openalex.org/W2139589146","https://openalex.org/W2282771357","https://openalex.org/W2495019760","https://openalex.org/W2594983222","https://openalex.org/W2732499510","https://openalex.org/W2740019636","https://openalex.org/W2784832414","https://openalex.org/W2890934224","https://openalex.org/W2896139925","https://openalex.org/W3011439212","https://openalex.org/W3151157462","https://openalex.org/W4211007335","https://openalex.org/W4255833381"],"related_works":["https://openalex.org/W2042412176","https://openalex.org/W2562168021","https://openalex.org/W4376453582","https://openalex.org/W2112284452","https://openalex.org/W3147033875","https://openalex.org/W1568390478","https://openalex.org/W2764722704","https://openalex.org/W318913410","https://openalex.org/W2355543518","https://openalex.org/W3085798047"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,27,42,62,73,76,82,94,97,115],"problem":[4],"of":[5,55,75,99,129,138],"Fault":[6],"Classification":[7],"and":[8,26,52,67,105,123,127,136],"Prediction":[9],"(FCP)":[10],"without":[11],"sufficient":[12],"data":[13],"in":[14],"aircraft":[15],"maintenance.":[16],"An":[17,78],"innovative":[18],"approach":[19,44,116],"based":[20],"on":[21,102],"Agent-Based":[22],"Simulation":[23],"System":[24],"(ABSS)":[25],"Fuzzy-Rough":[28],"Nearest":[29],"Neighbour":[30],"(FRNN)":[31],"method":[32,84],"is":[33,47,87],"proposed.":[34],"To":[35],"do":[36],"so,":[37],"a":[38],"framework":[39],"for":[40,72,80,121],"integrating":[41,81],"FRNN":[43,83],"into":[45,85,144],"ABSS":[46,86],"firstly":[48],"provided.":[49],"The":[50,111],"concept":[51],"architecture":[53],"models":[54],"FRNN-ABSS":[56,63],"are":[57,70],"then":[58],"used":[59],"to":[60,90],"describe":[61],"system.":[64],"Subsequently,":[65],"random":[66,122],"sequence":[68,124],"strategies":[69,101],"designed":[71],"FCP":[74],"engine.":[77],"algorithm":[79],"also":[88],"developed":[89],"automate":[91],"FCP.":[92],"Finally,":[93],"experiments":[95],"analysing":[96],"impact":[98],"different":[100],"maintenance":[103,130],"costs":[104,131],"service":[106],"level":[107],"have":[108,132,141],"been":[109,133,142],"conducted.":[110],"results":[112],"show":[113],"that":[114],"proposed":[117],"has":[118],"achieved":[119],"success":[120],"strategies:":[125],"9.3%":[126],"2.5%":[128],"saved;":[134],"4.17%":[135],"12.5%":[137],"delayed":[139],"flights":[140],"changed":[143],"on-time":[145],"flights.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}