{"id":"https://openalex.org/W4406133847","doi":"https://doi.org/10.1080/17517575.2024.2448008","title":"End-to-end lifecycle machine learning framework for predictive maintenance of critical equipment","display_name":"End-to-end lifecycle machine learning framework for predictive maintenance of critical equipment","publication_year":2025,"publication_date":"2025-01-07","ids":{"openalex":"https://openalex.org/W4406133847","doi":"https://doi.org/10.1080/17517575.2024.2448008"},"language":"en","primary_location":{"id":"doi:10.1080/17517575.2024.2448008","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17517575.2024.2448008","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1080/17517575.2024.2448008","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023900538","display_name":"J\u00e9r\u00e9mie Marchand","orcid":null},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I188626449","display_name":"Universit\u00e9 Lumi\u00e8re Lyon 2","ror":"https://ror.org/03rth4p18","country_code":"FR","type":"education","lineage":["https://openalex.org/I188626449","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210133140","display_name":"Institut Lumi\u00e8re Mati\u00e8re","ror":"https://ror.org/0323bey33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210098836","https://openalex.org/I4210133140","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210133362","display_name":"Institut National de Physique Nucl\u00e9aire et de Physique des Particules","ror":"https://ror.org/03fd77x13","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210133362"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"J\u00e9r\u00e9mie Marchand","raw_affiliation_strings":["INEO Nucl\u00e9aire","Universit\u00e9 Claude Bernard Lyon 1","INEO Nucl\u00e9aire, Lyon, France","INSA Lyon, Universit\u00e9 Lumi\u00e8re Lyon 2, Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INEO Nucl\u00e9aire","institution_ids":["https://openalex.org/I4210133362"]},{"raw_affiliation_string":"Universit\u00e9 Claude Bernard Lyon 1","institution_ids":["https://openalex.org/I100532134"]},{"raw_affiliation_string":"INEO Nucl\u00e9aire, Lyon, France","institution_ids":[]},{"raw_affiliation_string":"INSA Lyon, Universit\u00e9 Lumi\u00e8re Lyon 2, Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I4210133140","https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041222493","display_name":"Jannik Laval","orcid":"https://orcid.org/0000-0002-7155-5762"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I188626449","display_name":"Universit\u00e9 Lumi\u00e8re Lyon 2","ror":"https://ror.org/03rth4p18","country_code":"FR","type":"education","lineage":["https://openalex.org/I188626449","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210133140","display_name":"Institut Lumi\u00e8re Mati\u00e8re","ror":"https://ror.org/0323bey33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210098836","https://openalex.org/I4210133140","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jannik Laval","raw_affiliation_strings":["Universit\u00e9 Claude Bernard Lyon 1","INSA Lyon, Universit\u00e9 Lumi\u00e8re Lyon 2, Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Claude Bernard Lyon 1","institution_ids":["https://openalex.org/I100532134"]},{"raw_affiliation_string":"INSA Lyon, Universit\u00e9 Lumi\u00e8re Lyon 2, Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I4210133140","https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081490089","display_name":"A\u00efcha Sekhari","orcid":"https://orcid.org/0000-0002-1184-1433"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I188626449","display_name":"Universit\u00e9 Lumi\u00e8re Lyon 2","ror":"https://ror.org/03rth4p18","country_code":"FR","type":"education","lineage":["https://openalex.org/I188626449","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210133140","display_name":"Institut Lumi\u00e8re Mati\u00e8re","ror":"https://ror.org/0323bey33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210098836","https://openalex.org/I4210133140","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aicha Sekhari","raw_affiliation_strings":["Universit\u00e9 Claude Bernard Lyon 1","INSA Lyon, Universit\u00e9 Lumi\u00e8re Lyon 2, Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Claude Bernard Lyon 1","institution_ids":["https://openalex.org/I100532134"]},{"raw_affiliation_string":"INSA Lyon, Universit\u00e9 Lumi\u00e8re Lyon 2, Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I4210133140","https://openalex.org/I48430043"]}]},{"author_position":"middle","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":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I188626449","display_name":"Universit\u00e9 Lumi\u00e8re Lyon 2","ror":"https://ror.org/03rth4p18","country_code":"FR","type":"education","lineage":["https://openalex.org/I188626449","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210133140","display_name":"Institut Lumi\u00e8re Mati\u00e8re","ror":"https://ror.org/0323bey33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I113428412","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210098836","https://openalex.org/I4210133140","https://openalex.org/I4405259976","https://openalex.org/I4405263940","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Cheutet","raw_affiliation_strings":["Universit\u00e9 Claude Bernard Lyon 1","INSA Lyon, Universit\u00e9 Lumi\u00e8re Lyon 2, Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Claude Bernard Lyon 1","institution_ids":["https://openalex.org/I100532134"]},{"raw_affiliation_string":"INSA Lyon, Universit\u00e9 Lumi\u00e8re Lyon 2, Universit\u00e9 Claude Bernard Lyon 1, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I4210133140","https://openalex.org/I48430043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089747649","display_name":"Jean-Baptiste Danielou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133362","display_name":"Institut National de Physique Nucl\u00e9aire et de Physique des Particules","ror":"https://ror.org/03fd77x13","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210133362"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Baptiste Danielou","raw_affiliation_strings":["INEO Nucl\u00e9aire","INEO Nucl\u00e9aire, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INEO Nucl\u00e9aire","institution_ids":["https://openalex.org/I4210133362"]},{"raw_affiliation_string":"INEO Nucl\u00e9aire, Lyon, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023900538"],"corresponding_institution_ids":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I4210133140","https://openalex.org/I4210133362","https://openalex.org/I48430043"],"apc_list":null,"apc_paid":null,"fwci":10.8739,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97883409,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"19","issue":"1-2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998999834060669,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9950000047683716,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9850999712944031,"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/adaptability","display_name":"Adaptability","score":0.7095840573310852},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.695884644985199},{"id":"https://openalex.org/keywords/system-lifecycle","display_name":"System lifecycle","score":0.5769854784011841},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5517923831939697},{"id":"https://openalex.org/keywords/application-lifecycle-management","display_name":"Application lifecycle management","score":0.5230682492256165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4778125584125519},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4315357506275177},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.38366183638572693},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.37132251262664795},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3530079424381256},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07849958539009094}],"concepts":[{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.7095840573310852},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.695884644985199},{"id":"https://openalex.org/C35280785","wikidata":"https://www.wikidata.org/wiki/Q559486","display_name":"System lifecycle","level":4,"score":0.5769854784011841},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5517923831939697},{"id":"https://openalex.org/C30452754","wikidata":"https://www.wikidata.org/wiki/Q621590","display_name":"Application lifecycle management","level":3,"score":0.5230682492256165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4778125584125519},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4315357506275177},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38366183638572693},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.37132251262664795},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3530079424381256},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07849958539009094},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17517575.2024.2448008","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17517575.2024.2448008","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04990296v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04990296","pdf_url":"https://hal.science/hal-04990296v1/file/End_to_end_lifecycle_machine_learning_framework_for_predictive_maintenance_of_critical_equipment.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Enterprise Information Systems, 2025, 19 (1-2), &#x27E8;10.1080/17517575.2024.2448008&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1080/17517575.2024.2448008","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17517575.2024.2448008","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W1505456515","https://openalex.org/W1568851428","https://openalex.org/W1904826605","https://openalex.org/W2028138594","https://openalex.org/W2033626294","https://openalex.org/W2099419573","https://openalex.org/W2131400476","https://openalex.org/W2155998647","https://openalex.org/W2160512933","https://openalex.org/W2185037809","https://openalex.org/W2189162242","https://openalex.org/W2219140802","https://openalex.org/W2244109919","https://openalex.org/W2464234006","https://openalex.org/W2500228126","https://openalex.org/W2528421823","https://openalex.org/W2565600385","https://openalex.org/W2605253252","https://openalex.org/W2773634622","https://openalex.org/W2782864149","https://openalex.org/W2896958211","https://openalex.org/W2908575301","https://openalex.org/W2922234936","https://openalex.org/W2944364052","https://openalex.org/W2947814547","https://openalex.org/W2952278941","https://openalex.org/W2970143329","https://openalex.org/W2972137370","https://openalex.org/W3007157104","https://openalex.org/W3017596959","https://openalex.org/W3026662013","https://openalex.org/W3081499863","https://openalex.org/W3087720408","https://openalex.org/W3102015031","https://openalex.org/W3104128335","https://openalex.org/W3115284586","https://openalex.org/W3137367028","https://openalex.org/W3137984802","https://openalex.org/W3158459113","https://openalex.org/W3165081806","https://openalex.org/W3178436058","https://openalex.org/W3185425515","https://openalex.org/W3198299806","https://openalex.org/W3202461888","https://openalex.org/W3210418146","https://openalex.org/W4200044827","https://openalex.org/W4210327135","https://openalex.org/W4214900601","https://openalex.org/W4214942037","https://openalex.org/W4220851938","https://openalex.org/W4221072216","https://openalex.org/W4223559112","https://openalex.org/W4229874097","https://openalex.org/W4233376690","https://openalex.org/W4241890100","https://openalex.org/W4244473079","https://openalex.org/W4255466416","https://openalex.org/W4281667100","https://openalex.org/W4284974349","https://openalex.org/W4285158860","https://openalex.org/W4285294533","https://openalex.org/W4287391859","https://openalex.org/W4291366336","https://openalex.org/W4297730339","https://openalex.org/W4309461376","https://openalex.org/W4313656815","https://openalex.org/W4318618258","https://openalex.org/W4324032847","https://openalex.org/W4327969333","https://openalex.org/W4353081525","https://openalex.org/W4360995249","https://openalex.org/W4380927922","https://openalex.org/W6785333560"],"related_works":["https://openalex.org/W1546685302","https://openalex.org/W2386546059","https://openalex.org/W2352001183","https://openalex.org/W2118149557","https://openalex.org/W2065093007","https://openalex.org/W2158200782","https://openalex.org/W4206798131","https://openalex.org/W2463298341","https://openalex.org/W2001049975","https://openalex.org/W2316473513"],"abstract_inverted_index":{"The":[0,64],"industrial":[1,35,92],"adoption":[2],"of":[3,74],"data-driven":[4],"predictive":[5],"maintenance":[6],"(PdM)":[7],"is":[8],"increasing,":[9],"with":[10],"machine":[11],"learning":[12],"(ML)":[13],"methods":[14],"playing":[15],"a":[16,29,40,82],"key":[17],"role":[18],"in":[19,33,47,90],"preventing":[20],"equipment":[21],"failures.":[22],"However,":[23],"ML":[24,45],"models":[25],"assume":[26],"stationary":[27],"data,":[28],"condition":[30],"rarely":[31],"met":[32],"non-stationary":[34],"environments.":[36],"This":[37],"paper":[38],"proposes":[39],"comprehensive":[41],"framework":[42,65],"for":[43,85],"managing":[44],"systems":[46],"PdM":[48],"to":[49],"address":[50],"concept":[51],"drift":[52,68,70],"and":[53,62,77,88],"maintain":[54],"performance":[55],"throughout":[56],"their":[57],"lifecycle,":[58],"particularly":[59],"during":[60],"usage":[61],"maintenance.":[63],"includes":[66],"dual-level":[67],"detection,":[69],"severity":[71],"quantification,":[72],"integration":[73],"human":[75],"expertise,":[76],"end-to-end":[78],"lifecycle":[79],"management,":[80],"offering":[81],"robust":[83],"solution":[84],"long-term":[86],"reliability":[87],"adaptability":[89],"dynamic":[91],"settings.":[93]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}
