{"id":"https://openalex.org/W2770783765","doi":"https://doi.org/10.1109/codit.2017.8102691","title":"The performance measure of a data driven prognostic system: Application to an aircraft engine","display_name":"The performance measure of a data driven prognostic system: Application to an aircraft engine","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2770783765","doi":"https://doi.org/10.1109/codit.2017.8102691","mag":"2770783765"},"language":"en","primary_location":{"id":"doi:10.1109/codit.2017.8102691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit.2017.8102691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 4th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029585991","display_name":"Zohra Bouzidi","orcid":null},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Zohra Bouzidi","raw_affiliation_strings":["LINFI Laboratory, Biskra, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LINFI Laboratory, Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091433563","display_name":"Labib Sadek Terrissa","orcid":"https://orcid.org/0000-0002-0017-4962"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Labib Terrissa","raw_affiliation_strings":["LINFI Laboratory, Biskra, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LINFI Laboratory, Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052028916","display_name":"Ahmed Lahmadi","orcid":null},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ahmed Lahmadi","raw_affiliation_strings":["LINFI Laboratory, Biskra, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LINFI Laboratory, Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072885718","display_name":"Noureddine Zerhouni","orcid":"https://orcid.org/0000-0002-8847-3202"},"institutions":[{"id":"https://openalex.org/I2802759292","display_name":"Franche-Comt\u00e9 \u00c9lectronique M\u00e9canique Thermique et Optique - Sciences et Technologies","ror":"https://ror.org/004fmxv66","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2802759292","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4405256580","https://openalex.org/I53262699"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Noureddine Zerhouni","raw_affiliation_strings":["FEMTO ST Institute, Besan\u00e7on, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FEMTO ST Institute, Besan\u00e7on, France","institution_ids":["https://openalex.org/I2802759292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070934115","display_name":"Soheyb Ayad","orcid":"https://orcid.org/0000-0002-6876-7254"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Soheyb Ayad","raw_affiliation_strings":["LINFI Laboratory, Biskra, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LINFI Laboratory, Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4082,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65219203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"33","issue":null,"first_page":"0790","last_page":"0796"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9970999956130981,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9970999956130981,"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":0.9828000068664551,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9728000164031982,"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/prognostics","display_name":"Prognostics","score":0.9725558757781982},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6588090658187866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6343384981155396},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5881653428077698},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4965546727180481},{"id":"https://openalex.org/keywords/aircraft-maintenance","display_name":"Aircraft maintenance","score":0.4831823408603668},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47677046060562134},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43339264392852783},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39713647961616516},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3771718442440033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3578745126724243},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2901860475540161},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1477140486240387},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0743577778339386}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.9725558757781982},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6588090658187866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6343384981155396},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5881653428077698},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4965546727180481},{"id":"https://openalex.org/C107545201","wikidata":"https://www.wikidata.org/wiki/Q906438","display_name":"Aircraft maintenance","level":2,"score":0.4831823408603668},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47677046060562134},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43339264392852783},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39713647961616516},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3771718442440033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3578745126724243},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2901860475540161},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1477140486240387},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0743577778339386},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit.2017.8102691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit.2017.8102691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 4th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W134090015","https://openalex.org/W134755149","https://openalex.org/W375647345","https://openalex.org/W615561362","https://openalex.org/W1504491822","https://openalex.org/W1998905390","https://openalex.org/W2067047090","https://openalex.org/W2085537629","https://openalex.org/W2093823303","https://openalex.org/W2095180434","https://openalex.org/W2113974680","https://openalex.org/W2117970982","https://openalex.org/W2137980298","https://openalex.org/W2184569177","https://openalex.org/W2185453078","https://openalex.org/W2225179220","https://openalex.org/W2242448512","https://openalex.org/W2512514910","https://openalex.org/W2570013794","https://openalex.org/W2587098544","https://openalex.org/W4293377131","https://openalex.org/W6686384763","https://openalex.org/W6686643669","https://openalex.org/W6732952841","https://openalex.org/W6842516678"],"related_works":["https://openalex.org/W3039688478","https://openalex.org/W2806242743","https://openalex.org/W3195180934","https://openalex.org/W2976010432","https://openalex.org/W2142261240","https://openalex.org/W2018165158","https://openalex.org/W1981970541","https://openalex.org/W142322312","https://openalex.org/W2600946472","https://openalex.org/W2575222212"],"abstract_inverted_index":{"Recently,":[0],"Prognostics":[1],"and":[2,57,95,121],"Health":[3],"Management":[4],"(PHM)":[5],"solutions":[6],"are":[7],"increasingly":[8],"implemented":[9,89],"in":[10],"order":[11],"to":[12,50,113],"complete":[13],"maintenance":[14],"activities.":[15],"PHM":[16,68],"predicts":[17],"the":[18,34,38,74,77,80,106,109,114,122],"future":[19],"behavior":[20],"of":[21,33,37,47,67,76,79,108],"a":[22],"system":[23,111],"as":[24,26],"well":[25],"its":[27],"remaining":[28],"useful":[29],"life":[30],"(RUL).":[31],"One":[32],"main":[35],"approaches":[36],"prognostic":[39,110],"is":[40],"data-driven":[41],"approach":[42],"who":[43],"offer":[44],"an":[45,65],"advantage":[46],"being":[48],"able":[49],"learn":[51],"models":[52],"based":[53],"on":[54],"empirical":[55],"data":[56],"uses":[58],"artificial":[59],"intelligence":[60],"methods.":[61],"Present":[62],"paper":[63],"offers":[64],"implementation":[66],"solution.":[69],"We":[70,87],"were":[71],"interested":[72],"by":[73,83],"estimation":[75],"RUL":[78],"aircraft":[81],"engine":[82],"using":[84],"historical":[85],"data.":[86],"have":[88,104],"two":[90],"technics:":[91],"Artificial":[92],"Neural":[93],"Network":[94],"Neuro-Fuzzy":[96],"System.":[97],"To":[98],"compare":[99],"between":[100],"these":[101],"methods,":[102],"we":[103],"studied":[105],"performance":[107],"according":[112],"accuracy,":[115],"precision,":[116],"MSE":[117],"(Mean":[118],"Squared":[119],"Error)":[120],"training":[123],"time.":[124],"The":[125],"best":[126],"method":[127],"was":[128],"concluded":[129],"finally.":[130]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
