{"id":"https://openalex.org/W4408956271","doi":"https://doi.org/10.1080/00207543.2025.2484320","title":"Novelty detection framework for monitoring connected vehicle systems with imperfect data","display_name":"Novelty detection framework for monitoring connected vehicle systems with imperfect data","publication_year":2025,"publication_date":"2025-03-27","ids":{"openalex":"https://openalex.org/W4408956271","doi":"https://doi.org/10.1080/00207543.2025.2484320"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2025.2484320","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2025.2484320","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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":"International Journal of Production Research","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/A5114600770","display_name":"Mohammad Badfar","orcid":null},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Badfar","raw_affiliation_strings":["Wayne State University","Industrial & Systems Engineering Department, Wayne State University, Detroit, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wayne State University","institution_ids":["https://openalex.org/I185443292"]},{"raw_affiliation_string":"Industrial & Systems Engineering Department, Wayne State University, Detroit, MI, USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083027169","display_name":"Murat Yildirim","orcid":"https://orcid.org/0000-0003-1189-2908"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"M. Yildirim","raw_affiliation_strings":["Wayne State University","Industrial & Systems Engineering Department, Wayne State University, Detroit, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wayne State University","institution_ids":["https://openalex.org/I185443292"]},{"raw_affiliation_string":"Industrial & Systems Engineering Department, Wayne State University, Detroit, MI, USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058494512","display_name":"Ratna Babu Chinnam","orcid":"https://orcid.org/0000-0003-0980-1544"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R.B. Chinnam","raw_affiliation_strings":["Wayne State University","Industrial & Systems Engineering Department, Wayne State University, Detroit, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wayne State University","institution_ids":["https://openalex.org/I185443292"]},{"raw_affiliation_string":"Industrial & Systems Engineering Department, Wayne State University, Detroit, MI, USA","institution_ids":["https://openalex.org/I185443292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5083027169"],"corresponding_institution_ids":["https://openalex.org/I185443292"],"apc_list":null,"apc_paid":null,"fwci":4.188,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93402137,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"63","issue":"18","first_page":"6690","last_page":"6703"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9991999864578247,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9959999918937683,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/novelty-detection","display_name":"Novelty detection","score":0.7544536590576172},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.704580545425415},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.5668574571609497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5339089035987854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3528349995613098},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3494694232940674},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34796303510665894},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34369638562202454}],"concepts":[{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.7544536590576172},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.704580545425415},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.5668574571609497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5339089035987854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3528349995613098},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3494694232940674},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34796303510665894},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34369638562202454},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207543.2025.2484320","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2025.2484320","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"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":"International Journal of Production Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3160653484","display_name":"CRII: CPS: A Decentralized and Differentially Private Framework for Sensing, Operations and Respond Logistics in Large-Scale Vehicle Fleets","funder_award_id":"2104455","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1618905105","https://openalex.org/W1971811053","https://openalex.org/W1991137221","https://openalex.org/W1995926653","https://openalex.org/W2000661457","https://openalex.org/W2034758150","https://openalex.org/W2041184937","https://openalex.org/W2056848494","https://openalex.org/W2058293203","https://openalex.org/W2100294832","https://openalex.org/W2109650989","https://openalex.org/W2115627867","https://openalex.org/W2130071187","https://openalex.org/W2132870739","https://openalex.org/W2141904619","https://openalex.org/W2143885292","https://openalex.org/W2160868604","https://openalex.org/W2169524978","https://openalex.org/W2325469255","https://openalex.org/W2559583519","https://openalex.org/W2611641075","https://openalex.org/W2615804387","https://openalex.org/W2741990562","https://openalex.org/W2769911895","https://openalex.org/W2785435926","https://openalex.org/W2902415114","https://openalex.org/W2909301190","https://openalex.org/W2924382816","https://openalex.org/W2945266608","https://openalex.org/W3044434834","https://openalex.org/W3087284978","https://openalex.org/W3204263062","https://openalex.org/W4205603456","https://openalex.org/W4206622111","https://openalex.org/W4221156987","https://openalex.org/W4232168643","https://openalex.org/W4236702380","https://openalex.org/W4256215416","https://openalex.org/W4387695057","https://openalex.org/W4400516089","https://openalex.org/W4402056503","https://openalex.org/W6757467647"],"related_works":["https://openalex.org/W2064636555","https://openalex.org/W2585503716","https://openalex.org/W1939982668","https://openalex.org/W2105014086","https://openalex.org/W2076090200","https://openalex.org/W3025682415","https://openalex.org/W2081173909","https://openalex.org/W4389009659","https://openalex.org/W198251434","https://openalex.org/W4312933423"],"abstract_inverted_index":{"Shrinking":[0],"product":[1],"development":[2],"cycles":[3],"and":[4,14,22,33,58,79],"increasing":[5],"vehicle":[6,42,107],"complexities":[7],"necessitate":[8],"a":[9,47,81,115,122],"new":[10],"generation":[11],"of":[12,88,97,118,121,145],"monitoring":[13,51],"diagnostic":[15],"algorithms":[16],"that":[17,53],"can":[18],"demonstrate":[19,127,142],"increased":[20],"autonomy":[21],"adaptivity.":[23],"Conventional":[24],"approaches,":[25],"which":[26],"make":[27],"strict":[28],"assumptions":[29],"about":[30],"data":[31,60,108,136],"fidelity":[32],"failure":[34],"ground-truth":[35,67],"availability,":[36],"face":[37],"challenges":[38],"in":[39],"modern":[40],"connected":[41,106],"applications.":[43],"This":[44],"paper":[45],"proposes":[46,71],"novelty":[48,90],"detection-based":[49],"autonomous":[50],"framework":[52,70,104,133],"flags":[54],"anomalies":[55],"under":[56],"sparse":[57],"noisy":[59],"with":[61],"limited":[62],"or":[63],"no":[64],"access":[65],"to":[66,92],"information.":[68],"The":[69],"an":[72],"optional":[73],"mechanism":[74],"for":[75,84,109],"extracting":[76],"age-degrading":[77],"features":[78],"offers":[80],"robust":[82],"approach":[83],"fusing":[85],"the":[86,94,102,132,143,146],"output":[87],"heterogeneous":[89],"detectors":[91],"determine":[93],"health":[95],"state":[96],"target":[98],"components.":[99],"We":[100],"validate":[101],"proposed":[103,147],"using":[105],"12-volt":[110],"battery":[111,139],"systems":[112],"employed":[113],"by":[114],"large":[116],"fleet":[117],"commercial":[119],"vehicles":[120],"global":[123],"automotive":[124],"manufacturer.":[125],"To":[126],"versatility,":[128],"we":[129],"also":[130],"tested":[131],"on":[134],"bench-testing":[135],"from":[137],"LFP/graphite":[138],"cells.":[140],"Results":[141],"effectiveness":[144],"framework.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
