{"id":"https://openalex.org/W3212981042","doi":"https://doi.org/10.1109/iecon48115.2021.9589989","title":"Local Mahalanobis Distance Envelope Using A Robust Healthy Domain Approximation For Incipient Fault Diagnosis","display_name":"Local Mahalanobis Distance Envelope Using A Robust Healthy Domain Approximation For Incipient Fault Diagnosis","publication_year":2021,"publication_date":"2021-10-13","ids":{"openalex":"https://openalex.org/W3212981042","doi":"https://doi.org/10.1109/iecon48115.2021.9589989","mag":"3212981042"},"language":"en","primary_location":{"id":"doi:10.1109/iecon48115.2021.9589989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon48115.2021.9589989","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2021 \u2013 47th Annual Conference of the IEEE Industrial Electronics Society","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/A5049811153","display_name":"Junjie Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Junjie Yang","raw_affiliation_strings":["CNRS, CentraleSupelec, Laboratoire des Signaux et Syst\u00e8mes UMR 8506, Universit\u00e9 Paris Saclay, Gif sur Yvette, France","Laboratoire des signaux et syst\u00e8mes"],"affiliations":[{"raw_affiliation_string":"CNRS, CentraleSupelec, Laboratoire des Signaux et Syst\u00e8mes UMR 8506, Universit\u00e9 Paris Saclay, Gif sur Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Laboratoire des signaux et syst\u00e8mes","institution_ids":["https://openalex.org/I4210097418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053754550","display_name":"Claude Delpha","orcid":"https://orcid.org/0000-0003-3224-8628"},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210097418","display_name":"Laboratoire des signaux et syst\u00e8mes","ror":"https://ror.org/00skw9v43","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Claude Delpha","raw_affiliation_strings":["CNRS, CentraleSupelec, Laboratoire des Signaux et Syst\u00e8mes UMR 8506, Universit\u00e9 Paris Saclay, Gif sur Yvette, France","Laboratoire des signaux et syst\u00e8mes"],"affiliations":[{"raw_affiliation_string":"CNRS, CentraleSupelec, Laboratoire des Signaux et Syst\u00e8mes UMR 8506, Universit\u00e9 Paris Saclay, Gif sur Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Laboratoire des signaux et syst\u00e8mes","institution_ids":["https://openalex.org/I4210097418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049811153"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210097418","https://openalex.org/I4210107720"],"apc_list":null,"apc_paid":null,"fwci":0.2747,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55886898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9994999766349792,"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":0.9994999766349792,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9944000244140625,"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"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9811000227928162,"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/mahalanobis-distance","display_name":"Mahalanobis distance","score":0.9730501770973206},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.7599747180938721},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6240273118019104},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6224942803382874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5722246766090393},{"id":"https://openalex.org/keywords/envelope","display_name":"Envelope (radar)","score":0.551364004611969},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.481234073638916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4712945222854614},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4588959217071533},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4374111294746399},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4148263931274414},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3941834270954132},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24764665961265564},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08785280585289001}],"concepts":[{"id":"https://openalex.org/C1921717","wikidata":"https://www.wikidata.org/wiki/Q1334846","display_name":"Mahalanobis distance","level":2,"score":0.9730501770973206},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7599747180938721},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6240273118019104},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6224942803382874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5722246766090393},{"id":"https://openalex.org/C65155139","wikidata":"https://www.wikidata.org/wiki/Q5380912","display_name":"Envelope (radar)","level":3,"score":0.551364004611969},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.481234073638916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4712945222854614},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4588959217071533},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4374111294746399},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4148263931274414},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3941834270954132},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24764665961265564},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08785280585289001},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"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":2,"locations":[{"id":"doi:10.1109/iecon48115.2021.9589989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon48115.2021.9589989","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2021 \u2013 47th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03464671v1","is_oa":false,"landing_page_url":"https://centralesupelec.hal.science/hal-03464671","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IECON 2021 - 47th Annual Conference of the IEEE Industrial Electronics Society, Oct 2021, Toronto, Canada. pp.1-6, &#x27E8;10.1109/IECON48115.2021.9589989&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W198433524","https://openalex.org/W1861898300","https://openalex.org/W1980262437","https://openalex.org/W1984893151","https://openalex.org/W1990067914","https://openalex.org/W2074399002","https://openalex.org/W2296719434","https://openalex.org/W2516873367","https://openalex.org/W2519348275","https://openalex.org/W2738336658","https://openalex.org/W2763583057","https://openalex.org/W2800635300","https://openalex.org/W2899638272","https://openalex.org/W2927068219","https://openalex.org/W2945582359","https://openalex.org/W2993953869","https://openalex.org/W2997519437","https://openalex.org/W3102886605","https://openalex.org/W3156676812","https://openalex.org/W3192800328","https://openalex.org/W3196944050","https://openalex.org/W4235457221","https://openalex.org/W4236016061","https://openalex.org/W4243563432","https://openalex.org/W6755953715"],"related_works":["https://openalex.org/W4382795578","https://openalex.org/W2355463328","https://openalex.org/W2402648945","https://openalex.org/W1431147547","https://openalex.org/W2771741613","https://openalex.org/W2055761197","https://openalex.org/W4386482528","https://openalex.org/W3182289794","https://openalex.org/W2927068219","https://openalex.org/W3094086031"],"abstract_inverted_index":{"Incipient":[0],"fault":[1,29,108,131],"diagnosis":[2],"is":[3,32],"an":[4],"important":[5],"and":[6,11,25,40,96,117],"challenging":[7],"issue":[8],"in":[9],"academic":[10],"industrial":[12],"communities":[13],"but":[14],"got":[15],"insufficient":[16],"attention.":[17],"Recently,":[18],"the":[19,74,83,91,123,126],"local":[20,75],"Mahalanobis":[21,76],"distance":[22,77],"was":[23],"proposed":[24,85,127],"applied":[26],"to":[27,34,42,72],"incipient":[28,43,130],"detection,":[30],"which":[31],"shown":[33],"be":[35],"effective":[36],"for":[37,104,129],"non-linear":[38],"data":[39],"sensitive":[41],"faults.":[44],"However,":[45],"this":[46,58],"method's":[47],"performance":[48],"degenerates":[49],"when":[50],"training":[51],"samples":[52],"contain":[53],"outliers.":[54],"To":[55],"cope":[56],"with":[57],"issue,":[59],"we":[60],"propose":[61],"robust":[62],"healthy":[63,101],"domain":[64,102],"approximation":[65,103],"based":[66],"on":[67],"a":[68,99,105],"specific":[69],"anchors-generating":[70,86],"algorithm":[71,87],"improve":[73],"calculation.":[78],"Simulation":[79],"results":[80],"show":[81],"that":[82],"new":[84],"can":[88],"significantly":[89],"avoid":[90],"interference":[92],"caused":[93],"by":[94],"outliers":[95],"then":[97],"develop":[98],"performed":[100],"more":[106],"accurate":[107],"detection":[109],"procedure.":[110],"The":[111],"comparison":[112],"result":[113],"between":[114],"our":[115],"proposal":[116],"other":[118],"one-class":[119],"classification":[120],"methods":[121],"highlights":[122],"efficiency":[124],"of":[125],"solution":[128],"detection.":[132]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
