{"id":"https://openalex.org/W4401358156","doi":"https://doi.org/10.1109/taes.2024.3436602","title":"An On-Board Adaptive Modeling Approach Based on MIRLS-MA Extended Kalman Filter for Aeroengines","display_name":"An On-Board Adaptive Modeling Approach Based on MIRLS-MA Extended Kalman Filter for Aeroengines","publication_year":2024,"publication_date":"2024-08-06","ids":{"openalex":"https://openalex.org/W4401358156","doi":"https://doi.org/10.1109/taes.2024.3436602"},"language":"en","primary_location":{"id":"doi:10.1109/taes.2024.3436602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3436602","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Aerospace and Electronic Systems","raw_type":"journal-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/A5101927198","display_name":"Zhidan Liu","orcid":"https://orcid.org/0000-0002-9071-8109"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhidan Liu","raw_affiliation_strings":["School of Power and Energy, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-9071-8109","affiliations":[{"raw_affiliation_string":"School of Power and Energy, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101031110","display_name":"Xiaobao Han","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobao Han","raw_affiliation_strings":["School of Power and Energy, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":"https://orcid.org/0009-0009-8635-6190","affiliations":[{"raw_affiliation_string":"School of Power and Energy, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101510115","display_name":"Yingzhi Huang","orcid":"https://orcid.org/0000-0002-9399-9081"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingzhi Huang","raw_affiliation_strings":["School of Power and Energy, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Power and Energy, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102808240","display_name":"Linfeng Gou","orcid":"https://orcid.org/0000-0003-4561-3583"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linfeng Gou","raw_affiliation_strings":["School of Power and Energy, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Power and Energy, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101579281","display_name":"Fan Ding","orcid":"https://orcid.org/0000-0002-5227-2847"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ding Fan","raw_affiliation_strings":["School of Power and Energy, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Power and Energy, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101927198"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":5.4644,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95193532,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"60","issue":"6","first_page":"8855","last_page":"8870"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12125","display_name":"Aerospace and Aviation Technology","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12125","display_name":"Aerospace and Aviation Technology","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11325","display_name":"Inertial Sensor and Navigation","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.794248640537262},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5401363372802734},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.5223799347877502},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.5025374889373779},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4260634183883667},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3679094612598419},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.35526707768440247},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18173542618751526},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17129528522491455}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.794248640537262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5401363372802734},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.5223799347877502},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.5025374889373779},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4260634183883667},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3679094612598419},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.35526707768440247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18173542618751526},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17129528522491455},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taes.2024.3436602","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taes.2024.3436602","pdf_url":null,"source":{"id":"https://openalex.org/S193624734","display_name":"IEEE Transactions on Aerospace and Electronic Systems","issn_l":"0018-9251","issn":["0018-9251","1557-9603","2371-9877"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Aerospace and Electronic Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1999177119","https://openalex.org/W2046033161","https://openalex.org/W2066523316","https://openalex.org/W2334581377","https://openalex.org/W2351752272","https://openalex.org/W2522592441","https://openalex.org/W2551758879","https://openalex.org/W2556100774","https://openalex.org/W2561032898","https://openalex.org/W2910119116","https://openalex.org/W2971932308","https://openalex.org/W2977638097","https://openalex.org/W3002351937","https://openalex.org/W3016153633","https://openalex.org/W3035275640","https://openalex.org/W3044351583","https://openalex.org/W3045401953","https://openalex.org/W3097230174","https://openalex.org/W3100471294","https://openalex.org/W3109693059","https://openalex.org/W3150017412","https://openalex.org/W3152751570","https://openalex.org/W3153781543","https://openalex.org/W3159162586","https://openalex.org/W3161039233","https://openalex.org/W3197439535","https://openalex.org/W3207980871","https://openalex.org/W4200530466","https://openalex.org/W4206624308","https://openalex.org/W4213251304","https://openalex.org/W4224297187","https://openalex.org/W4224854601","https://openalex.org/W4280532180","https://openalex.org/W4285299460","https://openalex.org/W4285600287","https://openalex.org/W4319348063","https://openalex.org/W4362705807","https://openalex.org/W6753052996"],"related_works":["https://openalex.org/W2089114113","https://openalex.org/W2389555968","https://openalex.org/W2352634297","https://openalex.org/W2320550378","https://openalex.org/W2020144404","https://openalex.org/W4372347353","https://openalex.org/W2149615975","https://openalex.org/W2229640938","https://openalex.org/W2103062922","https://openalex.org/W2162299404"],"abstract_inverted_index":{"Aeroengine":[0],"control":[1,251],"applications":[2],"demand":[3],"on-board":[4,38,137,234],"adaptive":[5,39,53,106,138,235],"models":[6,104],"with":[7,105,174,189],"exceptional":[8],"real-time":[9,114],"performance":[10],"and":[11,24,51,74,82,113,119,134,149,213,241],"accuracy":[12,26,112,133],"for":[13,42,146,249],"precise":[14,224],"online":[15],"parameter":[16,227],"prediction.":[17],"Sensor":[18],"failures,":[19,222],"however,":[20],"compromise":[21],"the":[22,128,166,184,190,197,201,209],"reliability":[23,240],"estimation":[25,142,202],"of":[27,144,168,200,220],"such":[28],"models.":[29,159],"In":[30,229],"this":[31],"article,":[32],"we":[33],"propose":[34],"a":[35,153,175,194,246],"hybrid":[36,99,232],"enhanced":[37,100,233],"modeling":[40,236],"approach":[41,237],"aeroengines,":[43],"combining":[44],"modified":[45],"iterative":[46,89],"reweighted":[47,90],"least":[48,91],"squares":[49,92],"(MIRLS)":[50],"mixed":[52],"extended":[54,63],"Kalman":[55,64],"filtering":[56,65],"(MAEKF).":[57],"The":[58,84,98,136,160,171],"MAEKF":[59,172,191],"algorithm":[60,86,162,173,192],"outperforms":[61],"conventional":[62],"by":[66,93,206],"providing":[67],"optimal":[68],"estimates":[69,182],"without":[70,193],"requiring":[71],"complete":[72],"process":[73],"measurement":[75],"noise":[76],"covariance":[77],"matrices,":[78],"thus":[79],"improving":[80],"efficiency":[81],"accuracy.":[83],"MIRLS":[85,161],"surpasses":[87],"traditional":[88],"effectively":[94,164],"identifying":[95],"anomalous":[96],"measurements.":[97],"structure":[101],"integrates":[102],"component-level":[103],"linear":[107],"parameter-varying":[108],"models,":[109],"ensuring":[110],"both":[111],"performance.":[115],"Finally,":[116],"digital":[117],"simulation":[118],"hardware-in-the-loop":[120],"experiments":[121],"were":[122],"carried":[123],"out.":[124],"Experimental":[125],"results":[126],"reveal":[127],"proposed":[129],"model's":[130],"high":[131],"prediction":[132,242],"reliability.":[135],"model":[139,210],"achieves":[140],"an":[141],"error":[143,199,203],"0.0169%":[145],"engine":[147,225],"parameters":[148],"component":[150],"degradation":[151],"levels,":[152],"significant":[154],"improvement":[155],"compared":[156],"to":[157],"existing":[158],"can":[163,178],"restrain":[165],"influence":[167],"non-Gaussian":[169],"noise.":[170],"forgetting":[176,195],"factor":[177],"provide":[179],"more":[180],"accurate":[181,215],"when":[183],"system":[185],"dynamically":[186],"changes.":[187],"Compared":[188],"factor,":[196],"root-mean-square":[198],"is":[204],"reduced":[205],"42%.":[207],"Furthermore,":[208],"swiftly":[211],"detects":[212],"reconstructs":[214],"sensor":[216,221],"values":[217],"in":[218],"case":[219],"maintaining":[223],"output":[226],"predictions.":[228],"conclusion,":[230],"our":[231],"demonstrates":[238],"remarkable":[239],"accuracy,":[243],"making":[244],"it":[245],"promising":[247],"solution":[248],"aeroengine":[250],"applications.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2024-08-07T00:00:00"}