{"id":"https://openalex.org/W2901419216","doi":"https://doi.org/10.1016/j.dib.2018.11.085","title":"Reconstructing secondary test database from PHM08 challenge data set","display_name":"Reconstructing secondary test database from PHM08 challenge data set","publication_year":2018,"publication_date":"2018-11-20","ids":{"openalex":"https://openalex.org/W2901419216","doi":"https://doi.org/10.1016/j.dib.2018.11.085","mag":"2901419216","pmid":"https://pubmed.ncbi.nlm.nih.gov/30560154","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/6288980"},"language":"en","primary_location":{"id":"doi:10.1016/j.dib.2018.11.085","doi":"https://doi.org/10.1016/j.dib.2018.11.085","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.dib.2018.11.085","pdf_url":"https://www.sciencedirect.com/science/article/am/pii/S2352340918314781?via%3Dihub","source":{"id":"https://openalex.org/S2481029507","display_name":"Data in Brief","issn_l":"2352-3409","issn":["2352-3409"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data in Brief","raw_type":"journal-article"},"volume":null,"type":"data-paper","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.sciencedirect.com/science/article/am/pii/S2352340918314781?via%3Dihub","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019223488","display_name":"O\u011fuz Bekta\u015f","orcid":"https://orcid.org/0000-0003-3687-3703","observed_orcids":["https://orcid.org/0000-0003-3687-3703"]},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Oguz Bektas","raw_affiliation_strings":["Warwick Manufacturing Group, University of Warwick, Coventry CV4 7AL, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-3687-3703","affiliations":[{"raw_affiliation_string":"Warwick Manufacturing Group, University of Warwick, Coventry CV4 7AL, United Kingdom","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026894366","display_name":"Jeffrey Alun Jones","orcid":"https://orcid.org/0000-0003-4641-1393","observed_orcids":["https://orcid.org/0000-0003-4641-1393"]},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jeffrey A. Jones","raw_affiliation_strings":["Warwick Manufacturing Group, University of Warwick, Coventry CV4 7AL, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Warwick Manufacturing Group, University of Warwick, Coventry CV4 7AL, United Kingdom","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033395722","display_name":"Shankar Sankararaman","orcid":"https://orcid.org/0000-0002-6183-3562","observed_orcids":["https://orcid.org/0000-0002-6183-3562"]},"institutions":[{"id":"https://openalex.org/I4210146107","display_name":"PricewaterhouseCoopers (United States)","ror":"https://ror.org/03g75kz98","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133790","https://openalex.org/I4210146107"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shankar Sankararaman","raw_affiliation_strings":["Data Science and Analytics Manager, Pricewaterhouse Cooper, San Jose, CA 95110, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Data Science and Analytics Manager, Pricewaterhouse Cooper, San Jose, CA 95110, United States","institution_ids":["https://openalex.org/I4210146107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073870692","display_name":"Indranil Roychoudhury","orcid":"https://orcid.org/0000-0002-3476-9171","observed_orcids":["https://orcid.org/0000-0002-3476-9171"]},"institutions":[{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I4210112445","display_name":"Stinger Ghaffarian Technologies (United States)","ror":"https://ror.org/02133fc38","country_code":"US","type":"company","lineage":["https://openalex.org/I4210112445"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Indranil Roychoudhury","raw_affiliation_strings":["Stinger Ghaffarian Technologies, Inc., NASA Ames Research Center, Moffett Field, CA 94035, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stinger Ghaffarian Technologies, Inc., NASA Ames Research Center, Moffett Field, CA 94035, United States","institution_ids":["https://openalex.org/I1280536761","https://openalex.org/I4210112445"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071518289","display_name":"Kai Goebel","orcid":"https://orcid.org/0000-0002-0240-0943","observed_orcids":["https://orcid.org/0000-0002-0240-0943"]},"institutions":[{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE","US"],"is_corresponding":false,"raw_author_name":"Kai Goebel","raw_affiliation_strings":["Lule\u00e5 Technical University, Division of Operation and Maintenance Engineering, Lule\u00e5, Sweden","NASA Ames Research Center, Moffett Field, CA 94035, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lule\u00e5 Technical University, Division of Operation and Maintenance Engineering, Lule\u00e5, Sweden","institution_ids":["https://openalex.org/I190632392"]},{"raw_affiliation_string":"NASA Ames Research Center, Moffett Field, CA 94035, United States","institution_ids":["https://openalex.org/I1280536761"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019223488"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":{"value":1220,"currency":"USD","value_usd":1220},"apc_paid":{"value":1220,"currency":"USD","value_usd":1220},"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":null,"first_page":"2464","last_page":"2469"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9951000213623047,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9951000213623047,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.003100000089034438,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.0006000000284984708,"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/turbofan-engine","display_name":"turbofan engine","score":0.7400000095367432},{"id":"https://openalex.org/keywords/remaining-useful-life-prediction","display_name":"remaining useful life prediction","score":0.968999981880188},{"id":"https://openalex.org/keywords/prognostics","display_name":"prognostics","score":0.7570000290870667},{"id":"https://openalex.org/keywords/ground-truthing","display_name":"ground truth validation","score":0.6480000019073486},{"id":"https://openalex.org/keywords/data-reconstruction","display_name":"data reconstruction","score":0.32899999618530273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.683122456073761},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.6761606335639954},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5750049948692322},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5646002292633057},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5522286891937256},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.5151930451393127},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.5061926245689392},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4906364977359772},{"id":"https://openalex.org/C2778760837","wikidata":"https://www.wikidata.org/wiki/Q5059994","display_name":"Center of excellence","level":2,"score":0.46018749475479126},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.45918625593185425},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4561634659767151},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.42570269107818604},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.4142778515815735},{"id":"https://openalex.org/C92446256","wikidata":"https://www.wikidata.org/wiki/Q3306762","display_name":"Data validation","level":2,"score":0.4126332402229309},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34314030408859253},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3417927622795105},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","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}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1016/j.dib.2018.11.085","doi":"https://doi.org/10.1016/j.dib.2018.11.085","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.dib.2018.11.085","pdf_url":"https://www.sciencedirect.com/science/article/am/pii/S2352340918314781?via%3Dihub","source":{"id":"https://openalex.org/S2481029507","display_name":"Data in Brief","issn_l":"2352-3409","issn":["2352-3409"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data in Brief","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:5264876","doi":null,"is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6288980","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6288980","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6288980","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Brief","raw_type":"Text"},{"id":"pmid:30560154","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30560154","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data in brief","raw_type":"Journal Article"},{"id":"pmh:oai:DiVA.org:ltu-71982","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-71982","pdf_url":null,"source":{"id":"https://openalex.org/S4306400653","display_name":"Diva portal (Dalarna University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:194344fd0147418780704892c721ddaa","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/194344fd0147418780704892c721ddaa","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data in Brief, Vol 21, Iss , Pp 2464-2469 (2018)","raw_type":"article"},{"id":"pmh:oai:wrap.warwick.ac.uk:121849","doi":null,"is_oa":false,"landing_page_url":"http://wrap.warwick.ac.uk/121849/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1016/j.dib.2018.11.085","doi":"https://doi.org/10.1016/j.dib.2018.11.085","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.dib.2018.11.085","pdf_url":"https://www.sciencedirect.com/science/article/am/pii/S2352340918314781?via%3Dihub","source":{"id":"https://openalex.org/S2481029507","display_name":"Data in Brief","issn_l":"2352-3409","issn":["2352-3409"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data in Brief","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G5908387806","display_name":"THE UNIVERSITIES SPACE RESEARCH ASSOCIATION (USRA) PROPOSES TO ESTABLISH AN INTERNATIONAL RESEARCH INITIATIVE FOR INNOVOLION IN AEROSPACE METHODS AND","funder_award_id":"NNX12AK33A","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320318328","display_name":"Universities Space Research Association","ror":"https://ror.org/043pgqy52"},{"id":"https://openalex.org/F4320320279","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2901419216.pdf","grobid_xml":"https://content.openalex.org/works/W2901419216.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2064064598","https://openalex.org/W2120841219","https://openalex.org/W2765382711","https://openalex.org/W2898735569","https://openalex.org/W2898961665"],"related_works":["https://openalex.org/W7135022871","https://openalex.org/W7166684576","https://openalex.org/W3193718491","https://openalex.org/W3214746434","https://openalex.org/W3119743098","https://openalex.org/W4409401166","https://openalex.org/W3216192981","https://openalex.org/W2520420203","https://openalex.org/W4400575061","https://openalex.org/W2149956719"],"abstract_inverted_index":{"In":[0],"this":[1,135],"data":[2,13,21,55,78,136,155,194,209,215],"article,":[3],"a":[4,178,184],"reconstructed":[5,139],"database,":[6],"which":[7,172],"provides":[8,183],"information":[9],"from":[10,23,70,143,159],"PHM08":[11,193],"challenge":[12,195],"set,":[14],"is":[15,57,68,165,175],"presented.":[16],"The":[17,54],"original":[18,149],"turbofan":[19],"engine":[20],"were":[22,40,157],"the":[24,43,81,94,97,104,118,129,144,160,173,188,192,203,213],"Prognostic":[25],"Center":[26,34],"of":[27,30,148,167,187,205],"Excellence":[28],"(PCoE)":[29],"NASA":[31],"Ames":[32],"Research":[33],"(Saxena":[35,50],"and":[36,39,63,91,210],"Goebel,":[37],"2008),":[38],"simulated":[41],"by":[42,113],"Commercial":[44],"Modular":[45],"Aero-Propulsion":[46],"System":[47],"Simulation":[48],"(C-MAPSS)":[49],"et":[51,229],"al.,":[52,230],"2008).":[53],"set":[56],"further":[58],"divided":[59],"into":[60],"\"training\",":[61],"\"test\"":[62,89],"\"final":[64,98,105],"test\"":[65,99,106],"subsets.":[66],"It":[67],"expected":[69],"collaborators":[71],"to":[72,96,115,127,154,202],"train":[73],"their":[74],"models":[75,95],"using":[76],"\"training\"":[77],"subset,":[79],"evaluate":[80],"Remaining":[82,224],"Useful":[83,225],"Life":[84,226],"(RUL)":[85],"prediction":[86],"performance":[87,123],"on":[88],"subset":[90,100],"finally,":[92],"apply":[93],"for":[101,122,191,222],"competition.":[102],"However,":[103],"results":[107,119],"can":[108],"only":[109],"be":[110,199],"submitted":[111],"once":[112],"email":[114],"PCoE.":[116],"Before":[117],"are":[120],"sent":[121],"evaluation,":[124],"in":[125,171],"order":[126],"pre-validate":[128],"dataset":[130],"with":[131],"true":[132],"RUL":[133,174],"values,":[134],"article":[137,216],"introduces":[138],"secondary":[140],"datasets":[141],"derived":[142],"noisy":[145],"degradation":[146],"patterns":[147],"trajectories.":[150,162],"Reconstructed":[151],"database":[152],"refers":[153],"that":[156,196],"collected":[158],"training":[161],"Fundamentally,":[163],"it":[164],"formed":[166],"individual":[168],"partial":[169],"trajectories":[170],"known":[176],"as":[177],"ground":[179],"truth.":[180],"Its":[181],"use":[182],"robust":[185],"validation":[186],"model":[189],"developed":[190],"would":[197],"otherwise":[198],"ambiguous":[200],"due":[201],"high-risk":[204],"one-time":[206],"submission.":[207],"These":[208],"analyses":[211],"support":[212],"research":[214],"\"A":[217],"Neural":[218],"Network":[219],"Filtering":[220],"Approach":[221],"Similarity-Based":[223],"Estimations\"":[227],"(Bektas":[228],"2018).":[231]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2018-11-29T00:00:00"}