{"id":"https://openalex.org/W2775466977","doi":"https://doi.org/10.1155/2017/4375690","title":"Degradation Data-Driven Remaining Useful Life Estimation in the Absence of Prior Degradation Knowledge","display_name":"Degradation Data-Driven Remaining Useful Life Estimation in the Absence of Prior Degradation Knowledge","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2775466977","doi":"https://doi.org/10.1155/2017/4375690","mag":"2775466977"},"language":"en","primary_location":{"id":"doi:10.1155/2017/4375690","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/4375690","pdf_url":"http://downloads.hindawi.com/journals/jcse/2017/4375690.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Control Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://downloads.hindawi.com/journals/jcse/2017/4375690.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019421696","display_name":"Yong Yu","orcid":"https://orcid.org/0000-0001-7361-9371"},"institutions":[{"id":"https://openalex.org/I15089104","display_name":"China Aerospace Science and Industry Corporation (China)","ror":"https://ror.org/0523vvf33","country_code":"CN","type":"company","lineage":["https://openalex.org/I15089104"]},{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Yu","raw_affiliation_strings":["Department of Automation, Xi\u2019an Institute of High-Technology, Xi\u2019an, Shaanxi 710025, China","Institute No. 25, The Second Academy of China Aerospace Science and Industry Corporation, Beijing 100854, China"],"raw_orcid":"https://orcid.org/0000-0001-7361-9371","affiliations":[{"raw_affiliation_string":"Department of Automation, Xi\u2019an Institute of High-Technology, Xi\u2019an, Shaanxi 710025, China","institution_ids":["https://openalex.org/I4210130660"]},{"raw_affiliation_string":"Institute No. 25, The Second Academy of China Aerospace Science and Industry Corporation, Beijing 100854, China","institution_ids":["https://openalex.org/I15089104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101794519","display_name":"Changhua Hu","orcid":"https://orcid.org/0000-0002-9983-5061"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Changhua Hu","raw_affiliation_strings":["Department of Automation, Xi\u2019an Institute of High-Technology, Xi\u2019an, Shaanxi 710025, China"],"raw_orcid":"https://orcid.org/0000-0002-9983-5061","affiliations":[{"raw_affiliation_string":"Department of Automation, Xi\u2019an Institute of High-Technology, Xi\u2019an, Shaanxi 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067994505","display_name":"Xiaosheng Si","orcid":"https://orcid.org/0000-0001-5226-9923"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaosheng Si","raw_affiliation_strings":["Department of Automation, Xi\u2019an Institute of High-Technology, Xi\u2019an, Shaanxi 710025, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Xi\u2019an Institute of High-Technology, Xi\u2019an, Shaanxi 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053022011","display_name":"Jianxun Zhang","orcid":"https://orcid.org/0000-0002-6678-8297"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxun Zhang","raw_affiliation_strings":["Department of Automation, Xi\u2019an Institute of High-Technology, Xi\u2019an, Shaanxi 710025, China"],"raw_orcid":"https://orcid.org/0000-0002-6678-8297","affiliations":[{"raw_affiliation_string":"Department of Automation, Xi\u2019an Institute of High-Technology, Xi\u2019an, Shaanxi 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101794519"],"corresponding_institution_ids":["https://openalex.org/I4210130660"],"apc_list":{"value":1400,"currency":"USD","value_usd":1400},"apc_paid":{"value":1400,"currency":"USD","value_usd":1400},"fwci":1.2627,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.81216748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2017","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9998999834060669,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10968","display_name":"Statistical Distribution Estimation and Applications","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7675098180770874},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6822620630264282},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6350719332695007},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5995751023292542},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5817651748657227},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.5737625956535339},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5486487150192261},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.5479006767272949},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5131998658180237},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.49499648809432983},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4612940549850464},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45089462399482727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2879967987537384},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19996443390846252}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7675098180770874},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6822620630264282},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6350719332695007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5995751023292542},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5817651748657227},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5737625956535339},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5486487150192261},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.5479006767272949},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5131998658180237},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.49499648809432983},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4612940549850464},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45089462399482727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2879967987537384},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19996443390846252},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2017/4375690","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/4375690","pdf_url":"http://downloads.hindawi.com/journals/jcse/2017/4375690.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Control Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:941d7f37e9c24636a9ded2cec6b1742a","is_oa":true,"landing_page_url":"https://doaj.org/article/941d7f37e9c24636a9ded2cec6b1742a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Control Science and Engineering, Vol 2017 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2017/4375690","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/4375690","pdf_url":"http://downloads.hindawi.com/journals/jcse/2017/4375690.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Control Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/12"}],"awards":[{"id":"https://openalex.org/G1977667071","display_name":null,"funder_award_id":"61025014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6872528065","display_name":null,"funder_award_id":"61573365","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6931345181","display_name":null,"funder_award_id":"61473094","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8178734928","display_name":null,"funder_award_id":"61374120","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2775466977.pdf","grobid_xml":"https://content.openalex.org/works/W2775466977.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W75581641","https://openalex.org/W1887330138","https://openalex.org/W1932372884","https://openalex.org/W1967639437","https://openalex.org/W2042538106","https://openalex.org/W2055873761","https://openalex.org/W2059401976","https://openalex.org/W2059503552","https://openalex.org/W2084654355","https://openalex.org/W2087509683","https://openalex.org/W2090749763","https://openalex.org/W2110007571","https://openalex.org/W2118254160","https://openalex.org/W2157457477","https://openalex.org/W2181369807","https://openalex.org/W2310466376","https://openalex.org/W4232401276","https://openalex.org/W4232753567"],"related_works":["https://openalex.org/W4388311650","https://openalex.org/W5922282","https://openalex.org/W2384475851","https://openalex.org/W2560215812","https://openalex.org/W1974056099","https://openalex.org/W2000444236","https://openalex.org/W4245343541","https://openalex.org/W2386077341","https://openalex.org/W563589758","https://openalex.org/W62490179"],"abstract_inverted_index":{"Recent":[0],"developments":[1],"in":[2,43],"prognostic":[3],"and":[4,56,66,102,116,141],"health":[5],"management":[6],"have":[7,69],"been":[8],"targeted":[9],"at":[10],"utilizing":[11],"the":[12,44,51,70,76,90,99,103,123,135,147,159,164],"observed":[13],"degradation":[14,22,48],"signals":[15],"to":[16,74,162],"estimate":[17],"residual":[18,167],"life":[19,114,168],"distributions.":[20,133,169],"Current":[21],"models":[23],"mainly":[24],"focus":[25],"on":[26,128],"a":[27,40,131,136,151,179],"population":[28,37],"of":[29,46,54,63,94,107,166,172,181],"\u201cidentical\u201d":[30],"devices":[31],"or":[32],"an":[33],"individual":[34],"device":[35],"with":[36,60],"information,":[38],"not":[39],"single":[41],"component":[42],"absence":[45],"prior":[47],"knowledge.":[49],"However,":[50],"fast":[52],"development":[53],"science":[55],"technology":[57],"provides":[58],"us":[59],"many":[61],"kinds":[62],"new":[64,152],"systems,":[65],"we":[67,156],"just":[68],"real-time":[71],"monitoring":[72],"information":[73],"analyze":[75],"reliability":[77],"for":[78,98,110,143],"them.":[79],"The":[80,170],"fusion":[81,160,174],"algorithm":[82,109,161,175],"presented":[83],"herein":[84],"addresses":[85],"this":[86,173],"challenge":[87],"by":[88,146,178],"combining":[89],"excellent":[91],"modeling":[92],"ability":[93,106],"Bayesian":[95,124],"updating":[96,125],"method":[97,126],"multilevel":[100],"data":[101],"prominent":[104],"estimation":[105],"ECM":[108,148],"incomplete":[111],"data.":[112],"Residual":[113],"distributions":[115,118,138],"posterior":[117],"are":[119,139],"first":[120],"calculated":[121],"through":[122],"based":[127],"random":[129],"initial":[130],"priori":[132,137],"Then":[134],"revised":[140],"improved":[142],"future":[144],"predictions":[145],"algorithm.":[149],"Once":[150],"signal":[153],"is":[154,176],"observed,":[155],"can":[157],"reuse":[158],"improve":[163],"accuracy":[165],"applicability":[171],"validated":[177],"set":[180],"simulation":[182],"experiments.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
