{"id":"https://openalex.org/W4313203583","doi":"https://doi.org/10.1109/tie.2022.3231273","title":"Machinery Health Prognostics With Multimodel Fusion Degradation Modeling","display_name":"Machinery Health Prognostics With Multimodel Fusion Degradation Modeling","publication_year":2022,"publication_date":"2022-12-28","ids":{"openalex":"https://openalex.org/W4313203583","doi":"https://doi.org/10.1109/tie.2022.3231273"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2022.3231273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2022.3231273","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","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/A5044245613","display_name":"Naipeng Li","orcid":"https://orcid.org/0000-0003-0678-8161"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Naipeng Li","raw_affiliation_strings":["Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0003-0678-8161","affiliations":[{"raw_affiliation_string":"Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008554873","display_name":"Yaguo Lei","orcid":"https://orcid.org/0000-0002-5167-1459"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaguo Lei","raw_affiliation_strings":["Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0002-5167-1459","affiliations":[{"raw_affiliation_string":"Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373393","display_name":"Xiaofei Liu","orcid":"https://orcid.org/0000-0002-4844-3324"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Liu","raw_affiliation_strings":["Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100326647","display_name":"Tao Yan","orcid":"https://orcid.org/0000-0002-3328-2118"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Yan","raw_affiliation_strings":["Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0002-3328-2118","affiliations":[{"raw_affiliation_string":"Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081626297","display_name":"Pengcheng Xu","orcid":"https://orcid.org/0000-0002-4393-4511"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengcheng Xu","raw_affiliation_strings":["Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0002-4393-4511","affiliations":[{"raw_affiliation_string":"Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044245613"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":4.3392,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.94612715,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"70","issue":"11","first_page":"11764","last_page":"11773"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9991000294685364,"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":0.9991000294685364,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9901999831199646,"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/T10396","display_name":"Fatigue and fracture mechanics","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/prognostics","display_name":"Prognostics","score":0.9449582099914551},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.8018490076065063},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5853763818740845},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5759036540985107},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.5388190150260925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5269231200218201},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.36018306016921997},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26870620250701904},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18513885140419006}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.9449582099914551},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.8018490076065063},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5853763818740845},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5759036540985107},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.5388190150260925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5269231200218201},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.36018306016921997},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26870620250701904},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18513885140419006},{"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2022.3231273","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2022.3231273","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3483848838","display_name":null,"funder_award_id":"2021T140540","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3610579833","display_name":null,"funder_award_id":"52025056","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3726254827","display_name":null,"funder_award_id":"52005387","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4064493352","display_name":null,"funder_award_id":"2020M673380","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1556459174","https://openalex.org/W1932372884","https://openalex.org/W2020307154","https://openalex.org/W2055873761","https://openalex.org/W2059401976","https://openalex.org/W2062613656","https://openalex.org/W2108898839","https://openalex.org/W2114106396","https://openalex.org/W2152270473","https://openalex.org/W2157457477","https://openalex.org/W2417225786","https://openalex.org/W2463813940","https://openalex.org/W2513769405","https://openalex.org/W2516566105","https://openalex.org/W2554275686","https://openalex.org/W2591645937","https://openalex.org/W2773549135","https://openalex.org/W2904460913","https://openalex.org/W2911247402","https://openalex.org/W2989638106","https://openalex.org/W3165797086","https://openalex.org/W3175239308","https://openalex.org/W3196026889","https://openalex.org/W4239218596","https://openalex.org/W4251214264","https://openalex.org/W6633355566"],"related_works":["https://openalex.org/W2310476526","https://openalex.org/W3213192587","https://openalex.org/W2144291498","https://openalex.org/W2535730979","https://openalex.org/W2557573737","https://openalex.org/W2143585755","https://openalex.org/W2383842997","https://openalex.org/W1815542355","https://openalex.org/W2152540334","https://openalex.org/W4289655666"],"abstract_inverted_index":{"Degradation":[0],"modeling":[1,49,80],"aims":[2],"to":[3,19,55,59,142,157],"formulate":[4],"the":[5,21,29,33,39,67,73,85,104,111,119,122,129,144,159,178],"health":[6,168],"state":[7,107,123],"degradation":[8,14,34,48,62,79,86,96,179],"process":[9,87,180],"of":[10,64,106,118],"machinery.":[11],"Commonly":[12],"used":[13],"models":[15,58,93,146],"pay":[16],"more":[17],"attention":[18],"describing":[20],"global":[22,68],"increasing":[23],"or":[24],"decreasing":[25],"trend":[26,69],"without":[27],"considering":[28],"local":[30,74,183],"fluctuation":[31],"in":[32,167,175],"process.":[35],"To":[36],"deal":[37],"with":[38,94,171],"above-mentioned":[40],"issue,":[41],"this":[42],"article":[43],"proposes":[44],"a":[45],"multimodel":[46],"fusion":[47],"method.":[50,161],"The":[51,98,114,162],"basic":[52],"idea":[53],"is":[54,82,88,101,140],"fuse":[56],"multiple":[57,92],"describe":[60],"various":[61,95],"trends":[63],"machinery":[65],"involving":[66],"as":[70,72],"well":[71],"fluctuation.":[75,184],"A":[76,148],"generalized":[77],"statistical":[78],"framework":[81],"constructed,":[83],"wherein":[84],"formulated":[89],"by":[90],"fusing":[91],"trends.":[97],"failure":[99,112,130],"event":[100],"reinterpreted":[102],"under":[103],"condition":[105],"observations":[108],"fluctuating":[109],"around":[110],"threshold.":[113],"probability":[115],"density":[116],"functions":[117],"time":[120],"when":[121],"observation":[124],"exceeds":[125],"and":[126,151],"drops":[127],"below":[128],"threshold":[131],"are":[132,155],"derived,":[133],"respectively.":[134],"An":[135],"iterative":[136],"matching":[137],"pursuit":[138],"algorithm":[139],"developed":[141],"select":[143],"optimal":[145],"adaptively.":[147],"numerical":[149],"illustration":[150],"an":[152],"experimental":[153],"study":[154],"conducted":[156],"verify":[158],"proposed":[160],"results":[163],"demonstrate":[164],"its":[165],"superiority":[166],"prognostics":[169],"compared":[170],"two":[172],"benchmark":[173],"methods":[174],"cases":[176],"where":[177],"has":[181],"dominant":[182]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
